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1. Measuring human capital: a systematic analysis of 195 countries and territories, 1990-2016.

Author

Lim SS, Updike RL, Kaldjian AS, Barber RM, Cowling K, York H, Friedman J, Xu R, Whisnant JL, Taylor HJ, Leever AT, Roman Y, Bryant MF, Dieleman J, Gakidou E, and Murray CJL

Subjects
Adult, Female, Humans, Male, Middle Aged, Survival Analysis, United Nations, Young Adult, Economic Development, Educational Status, Global Health economics, Health Status, Learning, Life Expectancy
Abstract

Background: Human capital is recognised as the level of education and health in a population and is considered an important determinant of economic growth. The World Bank has called for measurement and annual reporting of human capital to track and motivate investments in health and education and enhance productivity. We aim to provide a new comprehensive measure of human capital across countries globally., Methods: We generated a period measure of expected human capital, defined for each birth cohort as the expected years lived from age 20 to 64 years and adjusted for educational attainment, learning or education quality, and functional health status using rates specific to each time period, age, and sex for 195 countries from 1990 to 2016. We estimated educational attainment using 2522 censuses and household surveys; we based learning estimates on 1894 tests among school-aged children; and we based functional health status on the prevalence of seven health conditions, which were taken from the Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016). Mortality rates specific to location, age, and sex were also taken from GBD 2016., Findings: In 2016, Finland had the highest level of expected human capital of 28·4 health, education, and learning-adjusted expected years lived between age 20 and 64 years (95% uncertainty interval 27·5-29·2); Niger had the lowest expected human capital of less than 1·6 years (0·98-2·6). In 2016, 44 countries had already achieved more than 20 years of expected human capital; 68 countries had expected human capital of less than 10 years. Of 195 countries, the ten most populous countries in 2016 for expected human capital were ranked: China at 44, India at 158, USA at 27, Indonesia at 131, Brazil at 71, Pakistan at 164, Nigeria at 171, Bangladesh at 161, Russia at 49, and Mexico at 104. Assessment of change in expected human capital from 1990 to 2016 shows marked variation from less than 2 years of progress in 18 countries to more than 5 years of progress in 35 countries. Larger improvements in expected human capital appear to be associated with faster economic growth. The top quartile of countries in terms of absolute change in human capital from 1990 to 2016 had a median annualised growth in gross domestic product of 2·60% (IQR 1·85-3·69) compared with 1·45% (0·18-2·19) for countries in the bottom quartile., Interpretation: Countries vary widely in the rate of human capital formation. Monitoring the production of human capital can facilitate a mechanism to hold governments and donors accountable for investments in health and education., Funding: Institute for Health Metrics and Evaluation., (Copyright © 2018 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license. Published by Elsevier Ltd.. All rights reserved.)

Published
2018
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2. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.

Author

Forouzanfar MH, Alexander L, Anderson HR, Bachman VF, Biryukov S, Brauer M, Burnett R, Casey D, Coates MM, Cohen A, Delwiche K, Estep K, Frostad JJ, Astha KC, Kyu HH, Moradi-Lakeh M, Ng M, Slepak EL, Thomas BA, Wagner J, Aasvang GM, Abbafati C, Abbasoglu Ozgoren A, Abd-Allah F, Abera SF, Aboyans V, Abraham B, Abraham JP, Abubakar I, Abu-Rmeileh NM, Aburto TC, Achoki T, Adelekan A, Adofo K, Adou AK, Adsuar JC, Afshin A, Agardh EE, Al Khabouri MJ, Al Lami FH, Alam SS, Alasfoor D, Albittar MI, Alegretti MA, Aleman AV, Alemu ZA, Alfonso-Cristancho R, Alhabib S, Ali R, Ali MK, Alla F, Allebeck P, Allen PJ, Alsharif U, Alvarez E, Alvis-Guzman N, Amankwaa AA, Amare AT, Ameh EA, Ameli O, Amini H, Ammar W, Anderson BO, Antonio CA, Anwari P, Argeseanu Cunningham S, Arnlöv J, Arsenijevic VS, Artaman A, Asghar RJ, Assadi R, Atkins LS, Atkinson C, Avila MA, Awuah B, Badawi A, Bahit MC, Bakfalouni T, Balakrishnan K, Balalla S, Balu RK, Banerjee A, Barber RM, Barker-Collo SL, Barquera S, Barregard L, Barrero LH, Barrientos-Gutierrez T, Basto-Abreu AC, Basu A, Basu S, Basulaiman MO, Batis Ruvalcaba C, Beardsley J, Bedi N, Bekele T, Bell ML, Benjet C, Bennett DA, Benzian H, Bernabé E, Beyene TJ, Bhala N, Bhalla A, Bhutta ZA, Bikbov B, Bin Abdulhak AA, Blore JD, Blyth FM, Bohensky MA, Bora Başara B, Borges G, Bornstein NM, Bose D, Boufous S, Bourne RR, Brainin M, Brazinova A, Breitborde NJ, Brenner H, Briggs AD, Broday DM, Brooks PM, Bruce NG, Brugha TS, Brunekreef B, Buchbinder R, Bui LN, Bukhman G, Bulloch AG, Burch M, Burney PG, Campos-Nonato IR, Campuzano JC, Cantoral AJ, Caravanos J, Cárdenas R, Cardis E, Carpenter DO, Caso V, Castañeda-Orjuela CA, Castro RE, Catalá-López F, Cavalleri F, Çavlin A, Chadha VK, Chang JC, Charlson FJ, Chen H, Chen W, Chen Z, Chiang PP, Chimed-Ochir O, Chowdhury R, Christophi CA, Chuang TW, Chugh SS, Cirillo M, Claßen TK, Colistro V, Colomar M, Colquhoun SM, Contreras AG, Cooper C, Cooperrider K, Cooper LT, Coresh J, Courville KJ, Criqui MH, Cuevas-Nasu L, Damsere-Derry J, Danawi H, Dandona L, Dandona R, Dargan PI, Davis A, Davitoiu DV, Dayama A, de Castro EF, De la Cruz-Góngora V, De Leo D, de Lima G, Degenhardt L, del Pozo-Cruz B, Dellavalle RP, Deribe K, Derrett S, Des Jarlais DC, Dessalegn M, deVeber GA, Devries KM, Dharmaratne SD, Dherani MK, Dicker D, Ding EL, Dokova K, Dorsey ER, Driscoll TR, Duan L, Durrani AM, Ebel BE, Ellenbogen RG, Elshrek YM, Endres M, Ermakov SP, Erskine HE, Eshrati B, Esteghamati A, Fahimi S, Faraon EJ, Farzadfar F, Fay DF, Feigin VL, Feigl AB, Fereshtehnejad SM, Ferrari AJ, Ferri CP, Flaxman AD, Fleming TD, Foigt N, Foreman KJ, Paleo UF, Franklin RC, Gabbe B, Gaffikin L, Gakidou E, Gamkrelidze A, Gankpé FG, Gansevoort RT, García-Guerra FA, Gasana E, Geleijnse JM, Gessner BD, Gething P, Gibney KB, Gillum RF, Ginawi IA, Giroud M, Giussani G, Goenka S, Goginashvili K, Gomez Dantes H, Gona P, Gonzalez de Cosio T, González-Castell D, Gotay CC, Goto A, Gouda HN, Guerrant RL, Gugnani HC, Guillemin F, Gunnell D, Gupta R, Gupta R, Gutiérrez RA, Hafezi-Nejad N, Hagan H, Hagstromer M, Halasa YA, Hamadeh RR, Hammami M, Hankey GJ, Hao Y, Harb HL, Haregu TN, Haro JM, Havmoeller R, Hay SI, Hedayati MT, Heredia-Pi IB, Hernandez L, Heuton KR, Heydarpour P, Hijar M, Hoek HW, Hoffman HJ, Hornberger JC, Hosgood HD, Hoy DG, Hsairi M, Hu G, Hu H, Huang C, Huang JJ, Hubbell BJ, Huiart L, Husseini A, Iannarone ML, Iburg KM, Idrisov BT, Ikeda N, Innos K, Inoue M, Islami F, Ismayilova S, Jacobsen KH, Jansen HA, Jarvis DL, Jassal SK, Jauregui A, Jayaraman S, Jeemon P, Jensen PN, Jha V, Jiang F, Jiang G, Jiang Y, Jonas JB, Juel K, Kan H, Kany Roseline SS, Karam NE, Karch A, Karema CK, Karthikeyan G, Kaul A, Kawakami N, Kazi DS, Kemp AH, Kengne AP, Keren A, Khader YS, Khalifa SE, Khan EA, Khang YH, Khatibzadeh S, Khonelidze I, Kieling C, Kim D, Kim S, Kim Y, Kimokoti RW, Kinfu Y, Kinge JM, Kissela BM, Kivipelto M, Knibbs LD, Knudsen AK, Kokubo Y, Kose MR, Kosen S, Kraemer A, Kravchenko M, Krishnaswami S, Kromhout H, Ku T, Kuate Defo B, Kucuk Bicer B, Kuipers EJ, Kulkarni C, Kulkarni VS, Kumar GA, Kwan GF, Lai T, Lakshmana Balaji A, Lalloo R, Lallukka T, Lam H, Lan Q, Lansingh VC, Larson HJ, Larsson A, Laryea DO, Lavados PM, Lawrynowicz AE, Leasher JL, Lee JT, Leigh J, Leung R, Levi M, Li Y, Li Y, Liang J, Liang X, Lim SS, Lindsay MP, Lipshultz SE, Liu S, Liu Y, Lloyd BK, Logroscino G, London SJ, Lopez N, Lortet-Tieulent J, Lotufo PA, Lozano R, Lunevicius R, Ma J, Ma S, Machado VM, MacIntyre MF, Magis-Rodriguez C, Mahdi AA, Majdan M, Malekzadeh R, Mangalam S, Mapoma CC, Marape M, Marcenes W, Margolis DJ, Margono C, Marks GB, Martin RV, Marzan MB, Mashal MT, Masiye F, Mason-Jones AJ, Matsushita K, Matzopoulos R, Mayosi BM, Mazorodze TT, McKay AC, McKee M, McLain A, Meaney PA, Medina C, Mehndiratta MM, Mejia-Rodriguez F, Mekonnen W, Melaku YA, Meltzer M, Memish ZA, Mendoza W, Mensah GA, Meretoja A, Mhimbira FA, Micha R, Miller TR, Mills EJ, Misganaw A, Mishra S, Mohamed Ibrahim N, Mohammad KA, Mokdad AH, Mola GL, Monasta L, Montañez Hernandez JC, Montico M, Moore AR, Morawska L, Mori R, Moschandreas J, Moturi WN, Mozaffarian D, Mueller UO, Mukaigawara M, Mullany EC, Murthy KS, Naghavi M, Nahas Z, Naheed A, Naidoo KS, Naldi L, Nand D, Nangia V, Narayan KM, Nash D, Neal B, Nejjari C, Neupane SP, Newton CR, Ngalesoni FN, Ngirabega Jde D, Nguyen G, Nguyen NT, Nieuwenhuijsen MJ, Nisar MI, Nogueira JR, Nolla JM, Nolte S, Norheim OF, Norman RE, Norrving B, Nyakarahuka L, Oh IH, Ohkubo T, Olusanya BO, Omer SB, Opio JN, Orozco R, Pagcatipunan RS Jr, Pain AW, Pandian JD, Panelo CI, Papachristou C, Park EK, Parry CD, Paternina Caicedo AJ, Patten SB, Paul VK, Pavlin BI, Pearce N, Pedraza LS, Pedroza A, Pejin Stokic L, Pekericli A, Pereira DM, Perez-Padilla R, Perez-Ruiz F, Perico N, Perry SA, Pervaiz A, Pesudovs K, Peterson CB, Petzold M, Phillips MR, Phua HP, Plass D, Poenaru D, Polanczyk GV, Polinder S, Pond CD, Pope CA, Pope D, Popova S, Pourmalek F, Powles J, Prabhakaran D, Prasad NM, Qato DM, Quezada AD, Quistberg DA, Racapé L, Rafay A, Rahimi K, Rahimi-Movaghar V, Rahman SU, Raju M, Rakovac I, Rana SM, Rao M, Razavi H, Reddy KS, Refaat AH, Rehm J, Remuzzi G, Ribeiro AL, Riccio PM, Richardson L, Riederer A, Robinson M, Roca A, Rodriguez A, Rojas-Rueda D, Romieu I, Ronfani L, Room R, Roy N, Ruhago GM, Rushton L, Sabin N, Sacco RL, Saha S, Sahathevan R, Sahraian MA, Salomon JA, Salvo D, Sampson UK, Sanabria JR, Sanchez LM, Sánchez-Pimienta TG, Sanchez-Riera L, Sandar L, Santos IS, Sapkota A, Satpathy M, Saunders JE, Sawhney M, Saylan MI, Scarborough P, Schmidt JC, Schneider IJ, Schöttker B, Schwebel DC, Scott JG, Seedat S, Sepanlou SG, Serdar B, Servan-Mori EE, Shaddick G, Shahraz S, Levy TS, Shangguan S, She J, Sheikhbahaei S, Shibuya K, Shin HH, Shinohara Y, Shiri R, Shishani K, Shiue I, Sigfusdottir ID, Silberberg DH, Simard EP, Sindi S, Singh A, Singh GM, Singh JA, Skirbekk V, Sliwa K, Soljak M, Soneji S, Søreide K, Soshnikov S, Sposato LA, Sreeramareddy CT, Stapelberg NJ, Stathopoulou V, Steckling N, Stein DJ, Stein MB, Stephens N, Stöckl H, Straif K, Stroumpoulis K, Sturua L, Sunguya BF, Swaminathan S, Swaroop M, Sykes BL, Tabb KM, Takahashi K, Talongwa RT, Tandon N, Tanne D, Tanner M, Tavakkoli M, Te Ao BJ, Teixeira CM, Téllez Rojo MM, Terkawi AS, Texcalac-Sangrador JL, Thackway SV, Thomson B, Thorne-Lyman AL, Thrift AG, Thurston GD, Tillmann T, Tobollik M, Tonelli M, Topouzis F, Towbin JA, Toyoshima H, Traebert J, Tran BX, Trasande L, Trillini M, Trujillo U, Dimbuene ZT, Tsilimbaris M, Tuzcu EM, Uchendu US, Ukwaja KN, Uzun SB, van de Vijver S, Van Dingenen R, van Gool CH, van Os J, Varakin YY, Vasankari TJ, Vasconcelos AM, Vavilala MS, Veerman LJ, Velasquez-Melendez G, Venketasubramanian N, Vijayakumar L, Villalpando S, Violante FS, Vlassov VV, Vollset SE, Wagner GR, Waller SG, Wallin MT, Wan X, Wang H, Wang J, Wang L, Wang W, Wang Y, Warouw TS, Watts CH, Weichenthal S, Weiderpass E, Weintraub RG, Werdecker A, Wessells KR, Westerman R, Whiteford HA, Wilkinson JD, Williams HC, Williams TN, Woldeyohannes SM, Wolfe CD, Wong JQ, Woolf AD, Wright JL, Wurtz B, Xu G, Yan LL, Yang G, Yano Y, Ye P, Yenesew M, Yentür GK, Yip P, Yonemoto N, Yoon SJ, Younis MZ, Younoussi Z, Yu C, Zaki ME, Zhao Y, Zheng Y, Zhou M, Zhu J, Zhu S, Zou X, Zunt JR, Lopez AD, Vos T, and Murray CJ

Subjects
Female, Global Health statistics & numerical data, Health Behavior, Humans, Male, Nutritional Status, Occupational Exposure adverse effects, Risk Assessment methods, Risk Factors, Sanitation trends, Environmental Exposure adverse effects, Global Health trends, Metabolic Diseases epidemiology, Occupational Diseases epidemiology
Abstract

Background: The Global Burden of Disease, Injuries, and Risk Factor study 2013 (GBD 2013) is the first of a series of annual updates of the GBD. Risk factor quantification, particularly of modifiable risk factors, can help to identify emerging threats to population health and opportunities for prevention. The GBD 2013 provides a timely opportunity to update the comparative risk assessment with new data for exposure, relative risks, and evidence on the appropriate counterfactual risk distribution., Methods: Attributable deaths, years of life lost, years lived with disability, and disability-adjusted life-years (DALYs) have been estimated for 79 risks or clusters of risks using the GBD 2010 methods. Risk-outcome pairs meeting explicit evidence criteria were assessed for 188 countries for the period 1990-2013 by age and sex using three inputs: risk exposure, relative risks, and the theoretical minimum risk exposure level (TMREL). Risks are organised into a hierarchy with blocks of behavioural, environmental and occupational, and metabolic risks at the first level of the hierarchy. The next level in the hierarchy includes nine clusters of related risks and two individual risks, with more detail provided at levels 3 and 4 of the hierarchy. Compared with GBD 2010, six new risk factors have been added: handwashing practices, occupational exposure to trichloroethylene, childhood wasting, childhood stunting, unsafe sex, and low glomerular filtration rate. For most risks, data for exposure were synthesised with a Bayesian meta-regression method, DisMod-MR 2.0, or spatial-temporal Gaussian process regression. Relative risks were based on meta-regressions of published cohort and intervention studies. Attributable burden for clusters of risks and all risks combined took into account evidence on the mediation of some risks such as high body-mass index (BMI) through other risks such as high systolic blood pressure and high cholesterol., Findings: All risks combined account for 57·2% (95% uncertainty interval [UI] 55·8-58·5) of deaths and 41·6% (40·1-43·0) of DALYs. Risks quantified account for 87·9% (86·5-89·3) of cardiovascular disease DALYs, ranging to a low of 0% for neonatal disorders and neglected tropical diseases and malaria. In terms of global DALYs in 2013, six risks or clusters of risks each caused more than 5% of DALYs: dietary risks accounting for 11·3 million deaths and 241·4 million DALYs, high systolic blood pressure for 10·4 million deaths and 208·1 million DALYs, child and maternal malnutrition for 1·7 million deaths and 176·9 million DALYs, tobacco smoke for 6·1 million deaths and 143·5 million DALYs, air pollution for 5·5 million deaths and 141·5 million DALYs, and high BMI for 4·4 million deaths and 134·0 million DALYs. Risk factor patterns vary across regions and countries and with time. In sub-Saharan Africa, the leading risk factors are child and maternal malnutrition, unsafe sex, and unsafe water, sanitation, and handwashing. In women, in nearly all countries in the Americas, north Africa, and the Middle East, and in many other high-income countries, high BMI is the leading risk factor, with high systolic blood pressure as the leading risk in most of Central and Eastern Europe and south and east Asia. For men, high systolic blood pressure or tobacco use are the leading risks in nearly all high-income countries, in north Africa and the Middle East, Europe, and Asia. For men and women, unsafe sex is the leading risk in a corridor from Kenya to South Africa., Interpretation: Behavioural, environmental and occupational, and metabolic risks can explain half of global mortality and more than one-third of global DALYs providing many opportunities for prevention. Of the larger risks, the attributable burden of high BMI has increased in the past 23 years. In view of the prominence of behavioural risk factors, behavioural and social science research on interventions for these risks should be strengthened. Many prevention and primary care policy options are available now to act on key risks., Funding: Bill & Melinda Gates Foundation., (Copyright © 2015 Elsevier Ltd. All rights reserved.)

Published
2015
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3. Global, regional, and national disability-adjusted life years (DALYs) for 306 diseases and injuries and healthy life expectancy (HALE) for 188 countries, 1990-2013: quantifying the epidemiological transition.

Author

Murray CJ, Barber RM, Foreman KJ, Abbasoglu Ozgoren A, Abd-Allah F, Abera SF, Aboyans V, Abraham JP, Abubakar I, Abu-Raddad LJ, Abu-Rmeileh NM, Achoki T, Ackerman IN, Ademi Z, Adou AK, Adsuar JC, Afshin A, Agardh EE, Alam SS, Alasfoor D, Albittar MI, Alegretti MA, Alemu ZA, Alfonso-Cristancho R, Alhabib S, Ali R, Alla F, Allebeck P, Almazroa MA, Alsharif U, Alvarez E, Alvis-Guzman N, Amare AT, Ameh EA, Amini H, Ammar W, Anderson HR, Anderson BO, Antonio CA, Anwari P, Arnlöv J, Arsic Arsenijevic VS, Artaman A, Asghar RJ, Assadi R, Atkins LS, Avila MA, Awuah B, Bachman VF, Badawi A, Bahit MC, Balakrishnan K, Banerjee A, Barker-Collo SL, Barquera S, Barregard L, Barrero LH, Basu A, Basu S, Basulaiman MO, Beardsley J, Bedi N, Beghi E, Bekele T, Bell ML, Benjet C, Bennett DA, Bensenor IM, Benzian H, Bernabé E, Bertozzi-Villa A, Beyene TJ, Bhala N, Bhalla A, Bhutta ZA, Bienhoff K, Bikbov B, Biryukov S, Blore JD, Blosser CD, Blyth FM, Bohensky MA, Bolliger IW, Bora Başara B, Bornstein NM, Bose D, Boufous S, Bourne RR, Boyers LN, Brainin M, Brayne CE, Brazinova A, Breitborde NJ, Brenner H, Briggs AD, Brooks PM, Brown JC, Brugha TS, Buchbinder R, Buckle GC, Budke CM, Bulchis A, Bulloch AG, Campos-Nonato IR, Carabin H, Carapetis JR, Cárdenas R, Carpenter DO, Caso V, Castañeda-Orjuela CA, Castro RE, Catalá-López F, Cavalleri F, Çavlin A, Chadha VK, Chang JC, Charlson FJ, Chen H, Chen W, Chiang PP, Chimed-Ochir O, Chowdhury R, Christensen H, Christophi CA, Cirillo M, Coates MM, Coffeng LE, Coggeshall MS, Colistro V, Colquhoun SM, Cooke GS, Cooper C, Cooper LT, Coppola LM, Cortinovis M, Criqui MH, Crump JA, Cuevas-Nasu L, Danawi H, Dandona L, Dandona R, Dansereau E, Dargan PI, Davey G, Davis A, Davitoiu DV, Dayama A, De Leo D, Degenhardt L, Del Pozo-Cruz B, Dellavalle RP, Deribe K, Derrett S, Des Jarlais DC, Dessalegn M, Dharmaratne SD, Dherani MK, Diaz-Torné C, Dicker D, Ding EL, Dokova K, Dorsey ER, Driscoll TR, Duan L, Duber HC, Ebel BE, Edmond KM, Elshrek YM, Endres M, Ermakov SP, Erskine HE, Eshrati B, Esteghamati A, Estep K, Faraon EJ, Farzadfar F, Fay DF, Feigin VL, Felson DT, Fereshtehnejad SM, Fernandes JG, Ferrari AJ, Fitzmaurice C, Flaxman AD, Fleming TD, Foigt N, Forouzanfar MH, Fowkes FG, Paleo UF, Franklin RC, Fürst T, Gabbe B, Gaffikin L, Gankpé FG, Geleijnse JM, Gessner BD, Gething P, Gibney KB, Giroud M, Giussani G, Gomez Dantes H, Gona P, González-Medina D, Gosselin RA, Gotay CC, Goto A, Gouda HN, Graetz N, Gugnani HC, Gupta R, Gupta R, Gutiérrez RA, Haagsma J, Hafezi-Nejad N, Hagan H, Halasa YA, Hamadeh RR, Hamavid H, Hammami M, Hancock J, Hankey GJ, Hansen GM, Hao Y, Harb HL, Haro JM, Havmoeller R, Hay SI, Hay RJ, Heredia-Pi IB, Heuton KR, Heydarpour P, Higashi H, Hijar M, Hoek HW, Hoffman HJ, Hosgood HD, Hossain M, Hotez PJ, Hoy DG, Hsairi M, Hu G, Huang C, Huang JJ, Husseini A, Huynh C, Iannarone ML, Iburg KM, Innos K, Inoue M, Islami F, Jacobsen KH, Jarvis DL, Jassal SK, Jee SH, Jeemon P, Jensen PN, Jha V, Jiang G, Jiang Y, Jonas JB, Juel K, Kan H, Karch A, Karema CK, Karimkhani C, Karthikeyan G, Kassebaum NJ, Kaul A, Kawakami N, Kazanjan K, Kemp AH, Kengne AP, Keren A, Khader YS, Khalifa SE, Khan EA, Khan G, Khang YH, Kieling C, Kim D, Kim S, Kim Y, Kinfu Y, Kinge JM, Kivipelto M, Knibbs LD, Knudsen AK, Kokubo Y, Kosen S, Krishnaswami S, Kuate Defo B, Kucuk Bicer B, Kuipers EJ, Kulkarni C, Kulkarni VS, Kumar GA, Kyu HH, Lai T, Lalloo R, Lallukka T, Lam H, Lan Q, Lansingh VC, Larsson A, Lawrynowicz AE, Leasher JL, Leigh J, Leung R, Levitz CE, Li B, Li Y, Li Y, Lim SS, Lind M, Lipshultz SE, Liu S, Liu Y, Lloyd BK, Lofgren KT, Logroscino G, Looker KJ, Lortet-Tieulent J, Lotufo PA, Lozano R, Lucas RM, Lunevicius R, Lyons RA, Ma S, Macintyre MF, Mackay MT, Majdan M, Malekzadeh R, Marcenes W, Margolis DJ, Margono C, Marzan MB, Masci JR, Mashal MT, Matzopoulos R, Mayosi BM, Mazorodze TT, Mcgill NW, Mcgrath JJ, Mckee M, Mclain A, Meaney PA, Medina C, Mehndiratta MM, Mekonnen W, Melaku YA, Meltzer M, Memish ZA, Mensah GA, Meretoja A, Mhimbira FA, Micha R, Miller TR, Mills EJ, Mitchell PB, Mock CN, Mohamed Ibrahim N, Mohammad KA, Mokdad AH, Mola GL, Monasta L, Montañez Hernandez JC, Montico M, Montine TJ, Mooney MD, Moore AR, Moradi-Lakeh M, Moran AE, Mori R, Moschandreas J, Moturi WN, Moyer ML, Mozaffarian D, Msemburi WT, Mueller UO, Mukaigawara M, Mullany EC, Murdoch ME, Murray J, Murthy KS, Naghavi M, Naheed A, Naidoo KS, Naldi L, Nand D, Nangia V, Narayan KM, Nejjari C, Neupane SP, Newton CR, Ng M, Ngalesoni FN, Nguyen G, Nisar MI, Nolte S, Norheim OF, Norman RE, Norrving B, Nyakarahuka L, Oh IH, Ohkubo T, Ohno SL, Olusanya BO, Opio JN, Ortblad K, Ortiz A, Pain AW, Pandian JD, Panelo CI, Papachristou C, Park EK, Park JH, Patten SB, Patton GC, Paul VK, Pavlin BI, Pearce N, Pereira DM, Perez-Padilla R, Perez-Ruiz F, Perico N, Pervaiz A, Pesudovs K, Peterson CB, Petzold M, Phillips MR, Phillips BK, Phillips DE, Piel FB, Plass D, Poenaru D, Polinder S, Pope D, Popova S, Poulton RG, Pourmalek F, Prabhakaran D, Prasad NM, Pullan RL, Qato DM, Quistberg DA, Rafay A, Rahimi K, Rahman SU, Raju M, Rana SM, Razavi H, Reddy KS, Refaat A, Remuzzi G, Resnikoff S, Ribeiro AL, Richardson L, Richardus JH, Roberts DA, Rojas-Rueda D, Ronfani L, Roth GA, Rothenbacher D, Rothstein DH, Rowley JT, Roy N, Ruhago GM, Saeedi MY, Saha S, Sahraian MA, Sampson UK, Sanabria JR, Sandar L, Santos IS, Satpathy M, Sawhney M, Scarborough P, Schneider IJ, Schöttker B, Schumacher AE, Schwebel DC, Scott JG, Seedat S, Sepanlou SG, Serina PT, Servan-Mori EE, Shackelford KA, Shaheen A, Shahraz S, Shamah Levy T, Shangguan S, She J, Sheikhbahaei S, Shi P, Shibuya K, Shinohara Y, Shiri R, Shishani K, Shiue I, Shrime MG, Sigfusdottir ID, Silberberg DH, Simard EP, Sindi S, Singh A, Singh JA, Singh L, Skirbekk V, Slepak EL, Sliwa K, Soneji S, Søreide K, Soshnikov S, Sposato LA, Sreeramareddy CT, Stanaway JD, Stathopoulou V, Stein DJ, Stein MB, Steiner C, Steiner TJ, Stevens A, Stewart A, Stovner LJ, Stroumpoulis K, Sunguya BF, Swaminathan S, Swaroop M, Sykes BL, Tabb KM, Takahashi K, Tandon N, Tanne D, Tanner M, Tavakkoli M, Taylor HR, Te Ao BJ, Tediosi F, Temesgen AM, Templin T, Ten Have M, Tenkorang EY, Terkawi AS, Thomson B, Thorne-Lyman AL, Thrift AG, Thurston GD, Tillmann T, Tonelli M, Topouzis F, Toyoshima H, Traebert J, Tran BX, Trillini M, Truelsen T, Tsilimbaris M, Tuzcu EM, Uchendu US, Ukwaja KN, Undurraga EA, Uzun SB, Van Brakel WH, Van De Vijver S, van Gool CH, Van Os J, Vasankari TJ, Venketasubramanian N, Violante FS, Vlassov VV, Vollset SE, Wagner GR, Wagner J, Waller SG, Wan X, Wang H, Wang J, Wang L, Warouw TS, Weichenthal S, Weiderpass E, Weintraub RG, Wenzhi W, Werdecker A, Westerman R, Whiteford HA, Wilkinson JD, Williams TN, Wolfe CD, Wolock TM, Woolf AD, Wulf S, Wurtz B, Xu G, Yan LL, Yano Y, Ye P, Yentür GK, Yip P, Yonemoto N, Yoon SJ, Younis MZ, Yu C, Zaki ME, Zhao Y, Zheng Y, Zonies D, Zou X, Salomon JA, Lopez AD, and Vos T

Subjects
Aged, Female, Humans, Male, Middle Aged, Mortality, Premature, Quality-Adjusted Life Years, Socioeconomic Factors, Chronic Disease epidemiology, Communicable Diseases epidemiology, Global Health statistics & numerical data, Health Transition, Life Expectancy, Wounds and Injuries epidemiology
Abstract

Background: The Global Burden of Disease Study 2013 (GBD 2013) aims to bring together all available epidemiological data using a coherent measurement framework, standardised estimation methods, and transparent data sources to enable comparisons of health loss over time and across causes, age-sex groups, and countries. The GBD can be used to generate summary measures such as disability-adjusted life-years (DALYs) and healthy life expectancy (HALE) that make possible comparative assessments of broad epidemiological patterns across countries and time. These summary measures can also be used to quantify the component of variation in epidemiology that is related to sociodemographic development., Methods: We used the published GBD 2013 data for age-specific mortality, years of life lost due to premature mortality (YLLs), and years lived with disability (YLDs) to calculate DALYs and HALE for 1990, 1995, 2000, 2005, 2010, and 2013 for 188 countries. We calculated HALE using the Sullivan method; 95% uncertainty intervals (UIs) represent uncertainty in age-specific death rates and YLDs per person for each country, age, sex, and year. We estimated DALYs for 306 causes for each country as the sum of YLLs and YLDs; 95% UIs represent uncertainty in YLL and YLD rates. We quantified patterns of the epidemiological transition with a composite indicator of sociodemographic status, which we constructed from income per person, average years of schooling after age 15 years, and the total fertility rate and mean age of the population. We applied hierarchical regression to DALY rates by cause across countries to decompose variance related to the sociodemographic status variable, country, and time., Findings: Worldwide, from 1990 to 2013, life expectancy at birth rose by 6·2 years (95% UI 5·6-6·6), from 65·3 years (65·0-65·6) in 1990 to 71·5 years (71·0-71·9) in 2013, HALE at birth rose by 5·4 years (4·9-5·8), from 56·9 years (54·5-59·1) to 62·3 years (59·7-64·8), total DALYs fell by 3·6% (0·3-7·4), and age-standardised DALY rates per 100 000 people fell by 26·7% (24·6-29·1). For communicable, maternal, neonatal, and nutritional disorders, global DALY numbers, crude rates, and age-standardised rates have all declined between 1990 and 2013, whereas for non-communicable diseases, global DALYs have been increasing, DALY rates have remained nearly constant, and age-standardised DALY rates declined during the same period. From 2005 to 2013, the number of DALYs increased for most specific non-communicable diseases, including cardiovascular diseases and neoplasms, in addition to dengue, food-borne trematodes, and leishmaniasis; DALYs decreased for nearly all other causes. By 2013, the five leading causes of DALYs were ischaemic heart disease, lower respiratory infections, cerebrovascular disease, low back and neck pain, and road injuries. Sociodemographic status explained more than 50% of the variance between countries and over time for diarrhoea, lower respiratory infections, and other common infectious diseases; maternal disorders; neonatal disorders; nutritional deficiencies; other communicable, maternal, neonatal, and nutritional diseases; musculoskeletal disorders; and other non-communicable diseases. However, sociodemographic status explained less than 10% of the variance in DALY rates for cardiovascular diseases; chronic respiratory diseases; cirrhosis; diabetes, urogenital, blood, and endocrine diseases; unintentional injuries; and self-harm and interpersonal violence. Predictably, increased sociodemographic status was associated with a shift in burden from YLLs to YLDs, driven by declines in YLLs and increases in YLDs from musculoskeletal disorders, neurological disorders, and mental and substance use disorders. In most country-specific estimates, the increase in life expectancy was greater than that in HALE. Leading causes of DALYs are highly variable across countries., Interpretation: Global health is improving. Population growth and ageing have driven up numbers of DALYs, but crude rates have remained relatively constant, showing that progress in health does not mean fewer demands on health systems. The notion of an epidemiological transition--in which increasing sociodemographic status brings structured change in disease burden--is useful, but there is tremendous variation in burden of disease that is not associated with sociodemographic status. This further underscores the need for country-specific assessments of DALYs and HALE to appropriately inform health policy decisions and attendant actions., Funding: Bill & Melinda Gates Foundation., (Copyright © 2015 Elsevier Ltd. All rights reserved.)

Published
2015
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5. Demographic and epidemiologic drivers of global cardiovascular mortality.

Author

Roth GA, Forouzanfar MH, Moran AE, Barber R, Nguyen G, Feigin VL, Naghavi M, Mensah GA, and Murray CJ

Subjects
Age Factors, Demography, Humans, Income, Mortality trends, Sex Factors, Cardiovascular Diseases mortality, Global Health
Abstract

Background: Global deaths from cardiovascular disease are increasing as a result of population growth, the aging of populations, and epidemiologic changes in disease. Disentangling the effects of these three drivers on trends in mortality is important for planning the future of the health care system and benchmarking progress toward the reduction of cardiovascular disease., Methods: We used mortality data from the Global Burden of Disease Study 2013, which includes data on 188 countries grouped into 21 world regions. We developed three counterfactual scenarios to represent the principal drivers of change in cardiovascular deaths (population growth alone, population growth and aging, and epidemiologic changes in disease) from 1990 to 2013. Secular trends and correlations with changes in national income were examined., Results: Global deaths from cardiovascular disease increased by 41% between 1990 and 2013 despite a 39% decrease in age-specific death rates; this increase was driven by a 55% increase in mortality due to the aging of populations and a 25% increase due to population growth. The relative contributions of these drivers varied by region; only in Central Europe and Western Europe did the annual number of deaths from cardiovascular disease actually decline. Change in gross domestic product per capita was correlated with change in age-specific death rates only among upper-middle income countries, and this correlation was weak; there was no significant correlation elsewhere., Conclusions: The aging and growth of the population resulted in an increase in global cardiovascular deaths between 1990 and 2013, despite a decrease in age-specific death rates in most regions. Only Central and Western Europe had gains in cardiovascular health that were sufficient to offset these demographic forces. (Funded by the Bill and Melinda Gates Foundation and others.).

Published
2015
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6. Global, regional, and national levels and causes of maternal mortality during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.

Author

Kassebaum NJ, Bertozzi-Villa A, Coggeshall MS, Shackelford KA, Steiner C, Heuton KR, Gonzalez-Medina D, Barber R, Huynh C, Dicker D, Templin T, Wolock TM, Ozgoren AA, Abd-Allah F, Abera SF, Abubakar I, Achoki T, Adelekan A, Ademi Z, Adou AK, Adsuar JC, Agardh EE, Akena D, Alasfoor D, Alemu ZA, Alfonso-Cristancho R, Alhabib S, Ali R, Al Kahbouri MJ, Alla F, Allen PJ, AlMazroa MA, Alsharif U, Alvarez E, Alvis-Guzmán N, Amankwaa AA, Amare AT, Amini H, Ammar W, Antonio CA, Anwari P, Arnlöv J, Arsenijevic VS, Artaman A, Asad MM, Asghar RJ, Assadi R, Atkins LS, Badawi A, Balakrishnan K, Basu A, Basu S, Beardsley J, Bedi N, Bekele T, Bell ML, Bernabe E, Beyene TJ, Bhutta Z, Bin Abdulhak A, Blore JD, Basara BB, Bose D, Breitborde N, Cárdenas R, Castañeda-Orjuela CA, Castro RE, Catalá-López F, Cavlin A, Chang JC, Che X, Christophi CA, Chugh SS, Cirillo M, Colquhoun SM, Cooper LT, Cooper C, da Costa Leite I, Dandona L, Dandona R, Davis A, Dayama A, Degenhardt L, De Leo D, del Pozo-Cruz B, Deribe K, Dessalegn M, deVeber GA, Dharmaratne SD, Dilmen U, Ding EL, Dorrington RE, Driscoll TR, Ermakov SP, Esteghamati A, Faraon EJ, Farzadfar F, Felicio MM, Fereshtehnejad SM, de Lima GM, Forouzanfar MH, França EB, Gaffikin L, Gambashidze K, Gankpé FG, Garcia AC, Geleijnse JM, Gibney KB, Giroud M, Glaser EL, Goginashvili K, Gona P, González-Castell D, Goto A, Gouda HN, Gugnani HC, Gupta R, Gupta R, Hafezi-Nejad N, Hamadeh RR, Hammami M, Hankey GJ, Harb HL, Havmoeller R, Hay SI, Pi IB, Hoek HW, Hosgood HD, Hoy DG, Husseini A, Idrisov BT, Innos K, Inoue M, Jacobsen KH, Jahangir E, Jee SH, Jensen PN, Jha V, Jiang G, Jonas JB, Juel K, Kabagambe EK, Kan H, Karam NE, Karch A, Karema CK, Kaul A, Kawakami N, Kazanjan K, Kazi DS, Kemp AH, Kengne AP, Kereselidze M, Khader YS, Khalifa SE, Khan EA, Khang YH, Knibbs L, Kokubo Y, Kosen S, Defo BK, Kulkarni C, Kulkarni VS, Kumar GA, Kumar K, Kumar RB, Kwan G, Lai T, Lalloo R, Lam H, Lansingh VC, Larsson A, Lee JT, Leigh J, Leinsalu M, Leung R, Li X, Li Y, Li Y, Liang J, Liang X, Lim SS, Lin HH, Lipshultz SE, Liu S, Liu Y, Lloyd BK, London SJ, Lotufo PA, Ma J, Ma S, Machado VM, Mainoo NK, Majdan M, Mapoma CC, Marcenes W, Marzan MB, Mason-Jones AJ, Mehndiratta MM, Mejia-Rodriguez F, Memish ZA, Mendoza W, Miller TR, Mills EJ, Mokdad AH, Mola GL, Monasta L, de la Cruz Monis J, Hernandez JC, Moore AR, Moradi-Lakeh M, Mori R, Mueller UO, Mukaigawara M, Naheed A, Naidoo KS, Nand D, Nangia V, Nash D, Nejjari C, Nelson RG, Neupane SP, Newton CR, Ng M, Nieuwenhuijsen MJ, Nisar MI, Nolte S, Norheim OF, Nyakarahuka L, Oh IH, Ohkubo T, Olusanya BO, Omer SB, Opio JN, Orisakwe OE, Pandian JD, Papachristou C, Park JH, Caicedo AJ, Patten SB, Paul VK, Pavlin BI, Pearce N, Pereira DM, Pesudovs K, Petzold M, Poenaru D, Polanczyk GV, Polinder S, Pope D, Pourmalek F, Qato D, Quistberg DA, Rafay A, Rahimi K, Rahimi-Movaghar V, ur Rahman S, Raju M, Rana SM, Refaat A, Ronfani L, Roy N, Pimienta TG, Sahraian MA, Salomon JA, Sampson U, Santos IS, Sawhney M, Sayinzoga F, Schneider IJ, Schumacher A, Schwebel DC, Seedat S, Sepanlou SG, Servan-Mori EE, Shakh-Nazarova M, Sheikhbahaei S, Shibuya K, Shin HH, Shiue I, Sigfusdottir ID, Silberberg DH, Silva AP, Singh JA, Skirbekk V, Sliwa K, Soshnikov SS, Sposato LA, Sreeramareddy CT, Stroumpoulis K, Sturua L, Sykes BL, Tabb KM, Talongwa RT, Tan F, Teixeira CM, Tenkorang EY, Terkawi AS, Thorne-Lyman AL, Tirschwell DL, Towbin JA, Tran BX, Tsilimbaris M, Uchendu US, Ukwaja KN, Undurraga EA, Uzun SB, Vallely AJ, van Gool CH, Vasankari TJ, Vavilala MS, Venketasubramanian N, Villalpando S, Violante FS, Vlassov VV, Vos T, Waller S, Wang H, Wang L, Wang X, Wang Y, Weichenthal S, Weiderpass E, Weintraub RG, Westerman R, Wilkinson JD, Woldeyohannes SM, Wong JQ, Wordofa MA, Xu G, Yang YC, Yano Y, Yentur GK, Yip P, Yonemoto N, Yoon SJ, Younis MZ, Yu C, Jin KY, El Sayed Zaki M, Zhao Y, Zheng Y, Zhou M, Zhu J, Zou XN, Lopez AD, Naghavi M, Murray CJ, and Lozano R

Subjects
Age Distribution, Cause of Death trends, Female, Global Health statistics & numerical data, HIV Infections mortality, Humans, Models, Statistical, Organizational Objectives, Pregnancy, Pregnancy Complications, Infectious mortality, Risk Factors, Socioeconomic Factors, Time Factors, Global Health trends, Maternal Mortality trends
Abstract

Background: The fifth Millennium Development Goal (MDG 5) established the goal of a 75% reduction in the maternal mortality ratio (MMR; number of maternal deaths per 100,000 livebirths) between 1990 and 2015. We aimed to measure levels and track trends in maternal mortality, the key causes contributing to maternal death, and timing of maternal death with respect to delivery., Methods: We used robust statistical methods including the Cause of Death Ensemble model (CODEm) to analyse a database of data for 7065 site-years and estimate the number of maternal deaths from all causes in 188 countries between 1990 and 2013. We estimated the number of pregnancy-related deaths caused by HIV on the basis of a systematic review of the relative risk of dying during pregnancy for HIV-positive women compared with HIV-negative women. We also estimated the fraction of these deaths aggravated by pregnancy on the basis of a systematic review. To estimate the numbers of maternal deaths due to nine different causes, we identified 61 sources from a systematic review and 943 site-years of vital registration data. We also did a systematic review of reports about the timing of maternal death, identifying 142 sources to use in our analysis. We developed estimates for each country for 1990-2013 using Bayesian meta-regression. We estimated 95% uncertainty intervals (UIs) for all values., Findings: 292,982 (95% UI 261,017-327,792) maternal deaths occurred in 2013, compared with 376,034 (343,483-407,574) in 1990. The global annual rate of change in the MMR was -0·3% (-1·1 to 0·6) from 1990 to 2003, and -2·7% (-3·9 to -1·5) from 2003 to 2013, with evidence of continued acceleration. MMRs reduced consistently in south, east, and southeast Asia between 1990 and 2013, but maternal deaths increased in much of sub-Saharan Africa during the 1990s. 2070 (1290-2866) maternal deaths were related to HIV in 2013, 0·4% (0·2-0·6) of the global total. MMR was highest in the oldest age groups in both 1990 and 2013. In 2013, most deaths occurred intrapartum or postpartum. Causes varied by region and between 1990 and 2013. We recorded substantial variation in the MMR by country in 2013, from 956·8 (685·1-1262·8) in South Sudan to 2·4 (1·6-3·6) in Iceland., Interpretation: Global rates of change suggest that only 16 countries will achieve the MDG 5 target by 2015. Accelerated reductions since the Millennium Declaration in 2000 coincide with increased development assistance for maternal, newborn, and child health. Setting of targets and associated interventions for after 2015 will need careful consideration of regions that are making slow progress, such as west and central Africa., Funding: Bill & Melinda Gates Foundation., (Copyright © 2014 Elsevier Ltd. All rights reserved.)

Published
2014
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7. Global, regional, and national incidence and mortality for HIV, tuberculosis, and malaria during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.

Author

Murray CJ, Ortblad KF, Guinovart C, Lim SS, Wolock TM, Roberts DA, Dansereau EA, Graetz N, Barber RM, Brown JC, Wang H, Duber HC, Naghavi M, Dicker D, Dandona L, Salomon JA, Heuton KR, Foreman K, Phillips DE, Fleming TD, Flaxman AD, Phillips BK, Johnson EK, Coggeshall MS, Abd-Allah F, Abera SF, Abraham JP, Abubakar I, Abu-Raddad LJ, Abu-Rmeileh NM, Achoki T, Adeyemo AO, Adou AK, Adsuar JC, Agardh EE, Akena D, Al Kahbouri MJ, Alasfoor D, Albittar MI, Alcalá-Cerra G, Alegretti MA, Alemu ZA, Alfonso-Cristancho R, Alhabib S, Ali R, Alla F, Allen PJ, Alsharif U, Alvarez E, Alvis-Guzman N, Amankwaa AA, Amare AT, Amini H, Ammar W, Anderson BO, Antonio CA, Anwari P, Arnlöv J, Arsenijevic VS, Artaman A, Asghar RJ, Assadi R, Atkins LS, Badawi A, Balakrishnan K, Banerjee A, Basu S, Beardsley J, Bekele T, Bell ML, Bernabe E, Beyene TJ, Bhala N, Bhalla A, Bhutta ZA, Abdulhak AB, Binagwaho A, Blore JD, Basara BB, Bose D, Brainin M, Breitborde N, Castañeda-Orjuela CA, Catalá-López F, Chadha VK, Chang JC, Chiang PP, Chuang TW, Colomar M, Cooper LT, Cooper C, Courville KJ, Cowie BC, Criqui MH, Dandona R, Dayama A, De Leo D, Degenhardt L, Del Pozo-Cruz B, Deribe K, Des Jarlais DC, Dessalegn M, Dharmaratne SD, Dilmen U, Ding EL, Driscoll TR, Durrani AM, Ellenbogen RG, Ermakov SP, Esteghamati A, Faraon EJ, Farzadfar F, Fereshtehnejad SM, Fijabi DO, Forouzanfar MH, Fra Paleo U, Gaffikin L, Gamkrelidze A, Gankpé FG, Geleijnse JM, Gessner BD, Gibney KB, Ginawi IA, Glaser EL, Gona P, Goto A, Gouda HN, Gugnani HC, Gupta R, Gupta R, Hafezi-Nejad N, Hamadeh RR, Hammami M, Hankey GJ, Harb HL, Haro JM, Havmoeller R, Hay SI, Hedayati MT, Pi IB, Hoek HW, Hornberger JC, Hosgood HD, Hotez PJ, Hoy DG, Huang JJ, Iburg KM, Idrisov BT, Innos K, Jacobsen KH, Jeemon P, Jensen PN, Jha V, Jiang G, Jonas JB, Juel K, Kan H, Kankindi I, Karam NE, Karch A, Karema CK, Kaul A, Kawakami N, Kazi DS, Kemp AH, Kengne AP, Keren A, Kereselidze M, Khader YS, Khalifa SE, Khan EA, Khang YH, Khonelidze I, Kinfu Y, Kinge JM, Knibbs L, Kokubo Y, Kosen S, Defo BK, Kulkarni VS, Kulkarni C, Kumar K, Kumar RB, Kumar GA, Kwan GF, Lai T, Balaji AL, Lam H, Lan Q, Lansingh VC, Larson HJ, Larsson A, Lee JT, Leigh J, Leinsalu M, Leung R, Li Y, Li Y, De Lima GM, Lin HH, Lipshultz SE, Liu S, Liu Y, Lloyd BK, Lotufo PA, Machado VM, Maclachlan JH, Magis-Rodriguez C, Majdan M, Mapoma CC, Marcenes W, Marzan MB, Masci JR, Mashal MT, Mason-Jones AJ, Mayosi BM, Mazorodze TT, Mckay AC, Meaney PA, Mehndiratta MM, Mejia-Rodriguez F, Melaku YA, Memish ZA, Mendoza W, Miller TR, Mills EJ, Mohammad KA, Mokdad AH, Mola GL, Monasta L, Montico M, Moore AR, Mori R, Moturi WN, Mukaigawara M, Murthy KS, Naheed A, Naidoo KS, Naldi L, Nangia V, Narayan KM, Nash D, Nejjari C, Nelson RG, Neupane SP, Newton CR, Ng M, Nisar MI, Nolte S, Norheim OF, Nowaseb V, Nyakarahuka L, Oh IH, Ohkubo T, Olusanya BO, Omer SB, Opio JN, Orisakwe OE, Pandian JD, Papachristou C, Caicedo AJ, Patten SB, Paul VK, Pavlin BI, Pearce N, Pereira DM, Pervaiz A, Pesudovs K, Petzold M, Pourmalek F, Qato D, Quezada AD, Quistberg DA, Rafay A, Rahimi K, Rahimi-Movaghar V, Ur Rahman S, Raju M, Rana SM, Razavi H, Reilly RQ, Remuzzi G, Richardus JH, Ronfani L, Roy N, Sabin N, Saeedi MY, Sahraian MA, Samonte GM, Sawhney M, Schneider IJ, Schwebel DC, Seedat S, Sepanlou SG, Servan-Mori EE, Sheikhbahaei S, Shibuya K, Shin HH, Shiue I, Shivakoti R, Sigfusdottir ID, Silberberg DH, Silva AP, Simard EP, Singh JA, Skirbekk V, Sliwa K, Soneji S, Soshnikov SS, Sreeramareddy CT, Stathopoulou VK, Stroumpoulis K, Swaminathan S, Sykes BL, Tabb KM, Talongwa RT, Tenkorang EY, Terkawi AS, Thomson AJ, Thorne-Lyman AL, Towbin JA, Traebert J, Tran BX, Dimbuene ZT, Tsilimbaris M, Uchendu US, Ukwaja KN, Uzun SB, Vallely AJ, Vasankari TJ, Venketasubramanian N, Violante FS, Vlassov VV, Vollset SE, Waller S, Wallin MT, Wang L, Wang X, Wang Y, Weichenthal S, Weiderpass E, Weintraub RG, Westerman R, White RA, Wilkinson JD, Williams TN, Woldeyohannes SM, Wong JQ, Xu G, Yang YC, Yano Y, Yentur GK, Yip P, Yonemoto N, Yoon SJ, Younis M, Yu C, Jin KY, El Sayed Zaki M, Zhao Y, Zheng Y, Zhou M, Zhu J, Zou XN, Lopez AD, and Vos T

Subjects
Age Distribution, Epidemics statistics & numerical data, Female, Humans, Incidence, Male, Mortality trends, Organizational Objectives, Sex Distribution, Global Health trends, HIV Infections epidemiology, Malaria epidemiology, Tuberculosis epidemiology
Abstract

Background: The Millennium Declaration in 2000 brought special global attention to HIV, tuberculosis, and malaria through the formulation of Millennium Development Goal (MDG) 6. The Global Burden of Disease 2013 study provides a consistent and comprehensive approach to disease estimation for between 1990 and 2013, and an opportunity to assess whether accelerated progress has occured since the Millennium Declaration., Methods: To estimate incidence and mortality for HIV, we used the UNAIDS Spectrum model appropriately modified based on a systematic review of available studies of mortality with and without antiretroviral therapy (ART). For concentrated epidemics, we calibrated Spectrum models to fit vital registration data corrected for misclassification of HIV deaths. In generalised epidemics, we minimised a loss function to select epidemic curves most consistent with prevalence data and demographic data for all-cause mortality. We analysed counterfactual scenarios for HIV to assess years of life saved through prevention of mother-to-child transmission (PMTCT) and ART. For tuberculosis, we analysed vital registration and verbal autopsy data to estimate mortality using cause of death ensemble modelling. We analysed data for corrected case-notifications, expert opinions on the case-detection rate, prevalence surveys, and estimated cause-specific mortality using Bayesian meta-regression to generate consistent trends in all parameters. We analysed malaria mortality and incidence using an updated cause of death database, a systematic analysis of verbal autopsy validation studies for malaria, and recent studies (2010-13) of incidence, drug resistance, and coverage of insecticide-treated bednets., Findings: Globally in 2013, there were 1·8 million new HIV infections (95% uncertainty interval 1·7 million to 2·1 million), 29·2 million prevalent HIV cases (28·1 to 31·7), and 1·3 million HIV deaths (1·3 to 1·5). At the peak of the epidemic in 2005, HIV caused 1·7 million deaths (1·6 million to 1·9 million). Concentrated epidemics in Latin America and eastern Europe are substantially smaller than previously estimated. Through interventions including PMTCT and ART, 19·1 million life-years (16·6 million to 21·5 million) have been saved, 70·3% (65·4 to 76·1) in developing countries. From 2000 to 2011, the ratio of development assistance for health for HIV to years of life saved through intervention was US$4498 in developing countries. Including in HIV-positive individuals, all-form tuberculosis incidence was 7·5 million (7·4 million to 7·7 million), prevalence was 11·9 million (11·6 million to 12·2 million), and number of deaths was 1·4 million (1·3 million to 1·5 million) in 2013. In the same year and in only individuals who were HIV-negative, all-form tuberculosis incidence was 7·1 million (6·9 million to 7·3 million), prevalence was 11·2 million (10·8 million to 11·6 million), and number of deaths was 1·3 million (1·2 million to 1·4 million). Annualised rates of change (ARC) for incidence, prevalence, and death became negative after 2000. Tuberculosis in HIV-negative individuals disproportionately occurs in men and boys (versus women and girls); 64·0% of cases (63·6 to 64·3) and 64·7% of deaths (60·8 to 70·3). Globally, malaria cases and deaths grew rapidly from 1990 reaching a peak of 232 million cases (143 million to 387 million) in 2003 and 1·2 million deaths (1·1 million to 1·4 million) in 2004. Since 2004, child deaths from malaria in sub-Saharan Africa have decreased by 31·5% (15·7 to 44·1). Outside of Africa, malaria mortality has been steadily decreasing since 1990., Interpretation: Our estimates of the number of people living with HIV are 18·7% smaller than UNAIDS's estimates in 2012. The number of people living with malaria is larger than estimated by WHO. The number of people living with HIV, tuberculosis, or malaria have all decreased since 2000. At the global level, upward trends for malaria and HIV deaths have been reversed and declines in tuberculosis deaths have accelerated. 101 countries (74 of which are developing) still have increasing HIV incidence. Substantial progress since the Millennium Declaration is an encouraging sign of the effect of global action., Funding: Bill & Melinda Gates Foundation., (Copyright © 2014 Elsevier Ltd. All rights reserved.)

Published
2014
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8. Measuring progress and projecting attainment on the basis of past trends of the health-related Sustainable Development Goals in 188 countries: an analysis from the Global Burden of Disease Study 2016

Author

Collaborators, GBD 2016 SDG, Fullman, Nancy, Barber, Ryan M, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen ME, Adedeji, Isaac Akinkunmi, Adetokunboh, Olatunji, Afshin, Ashkan, Agrawal, Anurag, Agrawal, Sutapa, Kiadaliri, Aliasghar Ahmad, Ahmadieh, Hamid, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemi, Rufus Olusola, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alasfoor, Deena, Alene, Kefyalew Addis, Alizadeh-Navaei, Reza, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Ansari, Hossein, Antonio, Carl Abelardo T, Anwari, Palwasha, Arora, Megha, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asgedom, Solomon Weldegebreal, Assadi, Reza, Atey, Tesfay Mehari, Atre, Sachin R, Avila-Burgos, Leticia, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Bannick, Marlena S, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barrero, Lope H, Basu, Sanjay, Battle, Katherine E, Baune, Bernhard T, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Béjot, Yannick, Bell, Michelle L, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Bhala, Neeraj, Bhansali, Anil, Bhatt, Samir, Bhutta, Zulfiqar A, Bicer, Burcu Kucuk, Bidgoli, Hassan Haghparast, Bikbov, Boris, Bilal, Arebu I, Birungi, Charles, Biryukov, Stan, Bizuayehu, Habtamu Mellie, Blosser, Christopher D, Boneya, Dube Jara, Bose, Dipan, and Bou-Orm, Ibrahim R

Subjects
Infectious Diseases, Pediatric, Prevention, Rare Diseases, Good Health and Well Being, Adolescent, Adult, Child, Child Abuse, Sexual, Child, Preschool, Conservation of Natural Resources, Female, Global Burden of Disease, Global Health, Health Status, Health Status Indicators, Humans, Infant, Infant Mortality, Infant, Newborn, Male, Middle Aged, Noncommunicable Diseases, Quality-Adjusted Life Years, Sex Offenses, Young Adult, GBD 2016 SDG Collaborators, Medical and Health Sciences, General & Internal Medicine
Abstract

BackgroundThe UN's Sustainable Development Goals (SDGs) are grounded in the global ambition of "leaving no one behind". Understanding today's gains and gaps for the health-related SDGs is essential for decision makers as they aim to improve the health of populations. As part of the Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016), we measured 37 of the 50 health-related SDG indicators over the period 1990-2016 for 188 countries, and then on the basis of these past trends, we projected indicators to 2030.MethodsWe used standardised GBD 2016 methods to measure 37 health-related indicators from 1990 to 2016, an increase of four indicators since GBD 2015. We substantially revised the universal health coverage (UHC) measure, which focuses on coverage of essential health services, to also represent personal health-care access and quality for several non-communicable diseases. We transformed each indicator on a scale of 0-100, with 0 as the 2·5th percentile estimated between 1990 and 2030, and 100 as the 97·5th percentile during that time. An index representing all 37 health-related SDG indicators was constructed by taking the geometric mean of scaled indicators by target. On the basis of past trends, we produced projections of indicator values, using a weighted average of the indicator and country-specific annualised rates of change from 1990 to 2016 with weights for each annual rate of change based on out-of-sample validity. 24 of the currently measured health-related SDG indicators have defined SDG targets, against which we assessed attainment.FindingsGlobally, the median health-related SDG index was 56·7 (IQR 31·9-66·8) in 2016 and country-level performance markedly varied, with Singapore (86·8, 95% uncertainty interval 84·6-88·9), Iceland (86·0, 84·1-87·6), and Sweden (85·6, 81·8-87·8) having the highest levels in 2016 and Afghanistan (10·9, 9·6-11·9), the Central African Republic (11·0, 8·8-13·8), and Somalia (11·3, 9·5-13·1) recording the lowest. Between 2000 and 2016, notable improvements in the UHC index were achieved by several countries, including Cambodia, Rwanda, Equatorial Guinea, Laos, Turkey, and China; however, a number of countries, such as Lesotho and the Central African Republic, but also high-income countries, such as the USA, showed minimal gains. Based on projections of past trends, the median number of SDG targets attained in 2030 was five (IQR 2-8) of the 24 defined targets currently measured. Globally, projected target attainment considerably varied by SDG indicator, ranging from more than 60% of countries projected to reach targets for under-5 mortality, neonatal mortality, maternal mortality ratio, and malaria, to less than 5% of countries projected to achieve targets linked to 11 indicator targets, including those for childhood overweight, tuberculosis, and road injury mortality. For several of the health-related SDGs, meeting defined targets hinges upon substantially faster progress than what most countries have achieved in the past.InterpretationGBD 2016 provides an updated and expanded evidence base on where the world currently stands in terms of the health-related SDGs. Our improved measure of UHC offers a basis to monitor the expansion of health services necessary to meet the SDGs. Based on past rates of progress, many places are facing challenges in meeting defined health-related SDG targets, particularly among countries that are the worst off. In view of the early stages of SDG implementation, however, opportunity remains to take actions to accelerate progress, as shown by the catalytic effects of adopting the Millennium Development Goals after 2000. With the SDGs' broader, bolder development agenda, multisectoral commitments and investments are vital to make the health-related SDGs within reach of all populations.FundingBill & Melinda Gates Foundation.

Published
2017

9. Global, regional, and national incidence, prevalence, and years lived with disability for 328 diseases and injuries for 195 countries, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

Author

Collaborators, GBD 2016 Disease and Injury Incidence and Prevalence, Vos, Theo, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abebo, Teshome Abuka, Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J, Ackerman, Ilana N, Adamu, Abdu Abdullahi, Adetokunboh, Olatunji, Afarideh, Mohsen, Afshin, Ashkan, Agarwal, Sanjay Kumar, Aggarwal, Rakesh, Agrawal, Anurag, Agrawal, Sutapa, Ahmadieh, Hamid, Ahmed, Muktar Beshir, Aichour, Miloud Taki Eddine, Aichour, Amani Nidhal, Aichour, Ibtihel, Aiyar, Sneha, Akinyemi, Rufus Olusola, Akseer, Nadia, Al Lami, Faris Hasan, Alahdab, Fares, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alam, Tahiya, Alasfoor, Deena, Alene, Kefyalew Addis, Ali, Raghib, Alizadeh-Navaei, Reza, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Al-Maskari, Fatma, Al-Raddadi, Rajaa, Alsharif, Ubai, Alsowaidi, Shirina, Altirkawi, Khalid A, Amare, Azmeraw T, Amini, Erfan, Ammar, Walid, Amoako, Yaw Ampem, Andersen, Hjalte H, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asgedom, Solomon W, Assadi, Reza, Atey, Tesfay Mehari, Atnafu, Niguse Tadele, Atre, Sachin R, Avila-Burgos, Leticia, Avokphako, Euripide Frinel G Arthur, Awasthi, Ashish, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Bannick, Marlena S, Barac, Aleksandra, Barber, Ryan M, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barregard, Lars, Barrero, Lope H, Basu, Sanjay, Battista, Bob, Battle, Katherine E, Baune, Bernhard T, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Béjot, Yannick, Bekele, Bayu Begashaw, Bell, Michelle L, Bennett, Derrick A, Bensenor, Isabela M, Benson, Jennifer, Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, and Beyene, Addisu Shunu

Subjects
Biomedical and Clinical Sciences, Epidemiology, Public Health, Clinical Sciences, Health Sciences, Behavioral and Social Science, Women's Health, Mental Health, Brain Disorders, Burden of Illness, Neurosciences, Aging, 2.4 Surveillance and distribution, Good Health and Well Being, Adolescent, Adult, Age Distribution, Aged, Aged, 80 and over, Cause of Death, Child, Child, Preschool, Communicable Diseases, Persons with Disabilities, Female, Global Burden of Disease, Global Health, Humans, Incidence, Infant, Infant, Newborn, Male, Middle Aged, Noncommunicable Diseases, Prevalence, Sex Distribution, Wounds and Injuries, Young Adult, GBD 2016 Disease and Injury Incidence and Prevalence Collaborators, Disabled Persons, Medical and Health Sciences, General & Internal Medicine, Biomedical and clinical sciences, Health sciences
Abstract

BackgroundAs mortality rates decline, life expectancy increases, and populations age, non-fatal outcomes of diseases and injuries are becoming a larger component of the global burden of disease. The Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016) provides a comprehensive assessment of prevalence, incidence, and years lived with disability (YLDs) for 328 causes in 195 countries and territories from 1990 to 2016.MethodsWe estimated prevalence and incidence for 328 diseases and injuries and 2982 sequelae, their non-fatal consequences. We used DisMod-MR 2.1, a Bayesian meta-regression tool, as the main method of estimation, ensuring consistency between incidence, prevalence, remission, and cause of death rates for each condition. For some causes, we used alternative modelling strategies if incidence or prevalence needed to be derived from other data. YLDs were estimated as the product of prevalence and a disability weight for all mutually exclusive sequelae, corrected for comorbidity and aggregated to cause level. We updated the Socio-demographic Index (SDI), a summary indicator of income per capita, years of schooling, and total fertility rate. GBD 2016 complies with the Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER).FindingsGlobally, low back pain, migraine, age-related and other hearing loss, iron-deficiency anaemia, and major depressive disorder were the five leading causes of YLDs in 2016, contributing 57·6 million (95% uncertainty interval [UI] 40·8-75·9 million [7·2%, 6·0-8·3]), 45·1 million (29·0-62·8 million [5·6%, 4·0-7·2]), 36·3 million (25·3-50·9 million [4·5%, 3·8-5·3]), 34·7 million (23·0-49·6 million [4·3%, 3·5-5·2]), and 34·1 million (23·5-46·0 million [4·2%, 3·2-5·3]) of total YLDs, respectively. Age-standardised rates of YLDs for all causes combined decreased between 1990 and 2016 by 2·7% (95% UI 2·3-3·1). Despite mostly stagnant age-standardised rates, the absolute number of YLDs from non-communicable diseases has been growing rapidly across all SDI quintiles, partly because of population growth, but also the ageing of populations. The largest absolute increases in total numbers of YLDs globally were between the ages of 40 and 69 years. Age-standardised YLD rates for all conditions combined were 10·4% (95% UI 9·0-11·8) higher in women than in men. Iron-deficiency anaemia, migraine, Alzheimer's disease and other dementias, major depressive disorder, anxiety, and all musculoskeletal disorders apart from gout were the main conditions contributing to higher YLD rates in women. Men had higher age-standardised rates of substance use disorders, diabetes, cardiovascular diseases, cancers, and all injuries apart from sexual violence. Globally, we noted much less geographical variation in disability than has been documented for premature mortality. In 2016, there was a less than two times difference in age-standardised YLD rates for all causes between the location with the lowest rate (China, 9201 YLDs per 100 000, 95% UI 6862-11943) and highest rate (Yemen, 14 774 YLDs per 100 000, 11 018-19 228).InterpretationThe decrease in death rates since 1990 for most causes has not been matched by a similar decline in age-standardised YLD rates. For many large causes, YLD rates have either been stagnant or have increased for some causes, such as diabetes. As populations are ageing, and the prevalence of disabling disease generally increases steeply with age, health systems will face increasing demand for services that are generally costlier than the interventions that have led to declines in mortality in childhood or for the major causes of mortality in adults. Up-to-date information about the trends of disease and how this varies between countries is essential to plan for an adequate health-system response.FundingBill & Melinda Gates Foundation, and the National Institute on Aging and the National Institute of Mental Health of the National Institutes of Health.

Published
2017

10. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013

Author

Collaborators, GBD 2013 Risk Factors, Forouzanfar, Mohammad H, Alexander, Lily, Anderson, H Ross, Bachman, Victoria F, Biryukov, Stan, Brauer, Michael, Burnett, Richard, Casey, Daniel, Coates, Matthew M, Cohen, Aaron, Delwiche, Kristen, Estep, Kara, Frostad, Joseph J, Astha, KC, Kyu, Hmwe H, Moradi-Lakeh, Maziar, Ng, Marie, Slepak, Erica Leigh, Thomas, Bernadette A, Wagner, Joseph, Aasvang, Gunn Marit, Abbafati, Cristiana, Ozgoren, Ayse Abbasoglu, Abd-Allah, Foad, Abera, Semaw F, Aboyans, Victor, Abraham, Biju, Abraham, Jerry Puthenpurakal, Abubakar, Ibrahim, Abu-Rmeileh, Niveen ME, Aburto, Tania C, Achoki, Tom, Adelekan, Ademola, Adofo, Koranteng, Adou, Arsène K, Adsuar, José C, Afshin, Ashkan, Agardh, Emilie E, Khabouri, Mazin J Al, Lami, Faris H Al, Alam, Sayed Saidul, Alasfoor, Deena, Albittar, Mohammed I, Alegretti, Miguel A, Aleman, Alicia V, Alemu, Zewdie A, Alfonso-Cristancho, Rafael, Alhabib, Samia, Ali, Raghib, Ali, Mohammed K, Alla, François, Allebeck, Peter, Allen, Peter J, Alsharif, Ubai, Alvarez, Elena, Alvis-Guzman, Nelson, Amankwaa, Adansi A, Amare, Azmeraw T, Ameh, Emmanuel A, Ameli, Omid, Amini, Heresh, Ammar, Walid, Anderson, Benjamin O, Antonio, Carl Abelardo T, Anwari, Palwasha, Cunningham, Solveig Argeseanu, Arnlöv, Johan, Arsenijevic, Valentina S Arsic, Artaman, Al, Asghar, Rana J, Assadi, Reza, Atkins, Lydia S, Atkinson, Charles, Avila, Marco A, Awuah, Baffour, Badawi, Alaa, Bahit, Maria C, Bakfalouni, Talal, Balakrishnan, Kalpana, Balalla, Shivanthi, Balu, Ravi Kumar, Banerjee, Amitava, Barber, Ryan M, Barker-Collo, Suzanne L, Barquera, Simon, Barregard, Lars, Barrero, Lope H, Barrientos-Gutierrez, Tonatiuh, Basto-Abreu, Ana C, Basu, Arindam, Basu, Sanjay, Basulaiman, Mohammed O, Ruvalcaba, Carolina Batis, Beardsley, Justin, Bedi, Neeraj, Bekele, Tolesa, Bell, Michelle L, Benjet, Corina, and Bennett, Derrick A

Subjects
Nutrition, Prevention, Clinical Research, 2.2 Factors relating to the physical environment, Aetiology, Good Health and Well Being, Environmental Exposure, Female, Global Health, Health Behavior, Humans, Male, Metabolic Diseases, Nutritional Status, Occupational Diseases, Occupational Exposure, Risk Assessment, Risk Factors, Sanitation, GBD 2013 Risk Factors Collaborators, Medical and Health Sciences, General & Internal Medicine
Abstract

BackgroundThe Global Burden of Disease, Injuries, and Risk Factor study 2013 (GBD 2013) is the first of a series of annual updates of the GBD. Risk factor quantification, particularly of modifiable risk factors, can help to identify emerging threats to population health and opportunities for prevention. The GBD 2013 provides a timely opportunity to update the comparative risk assessment with new data for exposure, relative risks, and evidence on the appropriate counterfactual risk distribution.MethodsAttributable deaths, years of life lost, years lived with disability, and disability-adjusted life-years (DALYs) have been estimated for 79 risks or clusters of risks using the GBD 2010 methods. Risk-outcome pairs meeting explicit evidence criteria were assessed for 188 countries for the period 1990-2013 by age and sex using three inputs: risk exposure, relative risks, and the theoretical minimum risk exposure level (TMREL). Risks are organised into a hierarchy with blocks of behavioural, environmental and occupational, and metabolic risks at the first level of the hierarchy. The next level in the hierarchy includes nine clusters of related risks and two individual risks, with more detail provided at levels 3 and 4 of the hierarchy. Compared with GBD 2010, six new risk factors have been added: handwashing practices, occupational exposure to trichloroethylene, childhood wasting, childhood stunting, unsafe sex, and low glomerular filtration rate. For most risks, data for exposure were synthesised with a Bayesian meta-regression method, DisMod-MR 2.0, or spatial-temporal Gaussian process regression. Relative risks were based on meta-regressions of published cohort and intervention studies. Attributable burden for clusters of risks and all risks combined took into account evidence on the mediation of some risks such as high body-mass index (BMI) through other risks such as high systolic blood pressure and high cholesterol.FindingsAll risks combined account for 57·2% (95% uncertainty interval [UI] 55·8-58·5) of deaths and 41·6% (40·1-43·0) of DALYs. Risks quantified account for 87·9% (86·5-89·3) of cardiovascular disease DALYs, ranging to a low of 0% for neonatal disorders and neglected tropical diseases and malaria. In terms of global DALYs in 2013, six risks or clusters of risks each caused more than 5% of DALYs: dietary risks accounting for 11·3 million deaths and 241·4 million DALYs, high systolic blood pressure for 10·4 million deaths and 208·1 million DALYs, child and maternal malnutrition for 1·7 million deaths and 176·9 million DALYs, tobacco smoke for 6·1 million deaths and 143·5 million DALYs, air pollution for 5·5 million deaths and 141·5 million DALYs, and high BMI for 4·4 million deaths and 134·0 million DALYs. Risk factor patterns vary across regions and countries and with time. In sub-Saharan Africa, the leading risk factors are child and maternal malnutrition, unsafe sex, and unsafe water, sanitation, and handwashing. In women, in nearly all countries in the Americas, north Africa, and the Middle East, and in many other high-income countries, high BMI is the leading risk factor, with high systolic blood pressure as the leading risk in most of Central and Eastern Europe and south and east Asia. For men, high systolic blood pressure or tobacco use are the leading risks in nearly all high-income countries, in north Africa and the Middle East, Europe, and Asia. For men and women, unsafe sex is the leading risk in a corridor from Kenya to South Africa.InterpretationBehavioural, environmental and occupational, and metabolic risks can explain half of global mortality and more than one-third of global DALYs providing many opportunities for prevention. Of the larger risks, the attributable burden of high BMI has increased in the past 23 years. In view of the prominence of behavioural risk factors, behavioural and social science research on interventions for these risks should be strengthened. Many prevention and primary care policy options are available now to act on key risks.FundingBill & Melinda Gates Foundation.

Published
2015

11. Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013

Author

Collaborators, Global Burden of Disease Study 2013, Vos, Theo, Barber, Ryan M, Bell, Brad, Bertozzi-Villa, Amelia, Biryukov, Stan, Bolliger, Ian, Charlson, Fiona, Davis, Adrian, Degenhardt, Louisa, Dicker, Daniel, Duan, Leilei, Erskine, Holly, Feigin, Valery L, Ferrari, Alize J, Fitzmaurice, Christina, Fleming, Thomas, Graetz, Nicholas, Guinovart, Caterina, Haagsma, Juanita, Hansen, Gillian M, Hanson, Sarah Wulf, Heuton, Kyle R, Higashi, Hideki, Kassebaum, Nicholas, Kyu, Hmwe, Laurie, Evan, Liang, Xiofeng, Lofgren, Katherine, Lozano, Rafael, MacIntyre, Michael F, Moradi-Lakeh, Maziar, Naghavi, Mohsen, Nguyen, Grant, Odell, Shaun, Ortblad, Katrina, Roberts, David Allen, Roth, Gregory A, Sandar, Logan, Serina, Peter T, Stanaway, Jeffrey D, Steiner, Caitlyn, Thomas, Bernadette, Vollset, Stein Emil, Whiteford, Harvey, Wolock, Timothy M, Ye, Pengpeng, Zhou, Maigeng, Ãvila, Marco A, Aasvang, Gunn Marit, Abbafati, Cristiana, Ozgoren, Ayse Abbasoglu, Abd-Allah, Foad, Aziz, Muna I Abdel, Abera, Semaw F, Aboyans, Victor, Abraham, Jerry P, Abraham, Biju, Abubakar, Ibrahim, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen ME, Aburto, Tania C, Achoki, Tom, Ackerman, Ilana N, Adelekan, Ademola, Ademi, Zanfina, Adou, Arsène K, Adsuar, Josef C, Arnlov, Johan, Agardh, Emilie E, Khabouri, Mazin J Al, Alam, Sayed Saidul, Alasfoor, Deena, Albittar, Mohammed I, Alegretti, Miguel A, Aleman, Alicia V, Alemu, Zewdie A, Alfonso-Cristancho, Rafael, Alhabib, Samia, Ali, Raghib, Alla, Francois, Allebeck, Peter, Allen, Peter J, AlMazroa, Mohammad AbdulAziz, Alsharif, Ubai, Alvarez, Elena, Alvis-Guzman, Nelson, Ameli, Omid, Amini, Heresh, Ammar, Walid, Anderson, Benjamin O, Anderson, H Ross, Antonio, Carl Abelardo T, Anwari, Palwasha, Apfel, Henry, Arsenijevic, Valentain S Arsic, Artaman, Al, Asghar, Rana J, Assadi, Reza, and Atkins, Lydia S

Subjects
Burden of Illness, Infectious Diseases, Brain Disorders, Pain Research, Mental Health, 2.4 Surveillance and distribution, Aetiology, 2.1 Biological and endogenous factors, 2.2 Factors relating to the physical environment, Good Health and Well Being, Acute Disease, Adolescent, Adult, Age Distribution, Aged, Aged, 80 and over, Child, Child, Preschool, Chronic Disease, Cost of Illness, Developed Countries, Developing Countries, Disabled Persons, Female, Global Health, Humans, Incidence, Infant, Infant, Newborn, Male, Middle Aged, Neglected Diseases, Prevalence, Residence Characteristics, Sex Distribution, Wounds and Injuries, Young Adult, Global Burden of Disease Study 2013 Collaborators, Medical and Health Sciences, General & Internal Medicine
Abstract

BackgroundUp-to-date evidence about levels and trends in disease and injury incidence, prevalence, and years lived with disability (YLDs) is an essential input into global, regional, and national health policies. In the Global Burden of Disease Study 2013 (GBD 2013), we estimated these quantities for acute and chronic diseases and injuries for 188 countries between 1990 and 2013.MethodsEstimates were calculated for disease and injury incidence, prevalence, and YLDs using GBD 2010 methods with some important refinements. Results for incidence of acute disorders and prevalence of chronic disorders are new additions to the analysis. Key improvements include expansion to the cause and sequelae list, updated systematic reviews, use of detailed injury codes, improvements to the Bayesian meta-regression method (DisMod-MR), and use of severity splits for various causes. An index of data representativeness, showing data availability, was calculated for each cause and impairment during three periods globally and at the country level for 2013. In total, 35 620 distinct sources of data were used and documented to calculated estimates for 301 diseases and injuries and 2337 sequelae. The comorbidity simulation provides estimates for the number of sequelae, concurrently, by individuals by country, year, age, and sex. Disability weights were updated with the addition of new population-based survey data from four countries.FindingsDisease and injury were highly prevalent; only a small fraction of individuals had no sequelae. Comorbidity rose substantially with age and in absolute terms from 1990 to 2013. Incidence of acute sequelae were predominantly infectious diseases and short-term injuries, with over 2 billion cases of upper respiratory infections and diarrhoeal disease episodes in 2013, with the notable exception of tooth pain due to permanent caries with more than 200 million incident cases in 2013. Conversely, leading chronic sequelae were largely attributable to non-communicable diseases, with prevalence estimates for asymptomatic permanent caries and tension-type headache of 2·4 billion and 1·6 billion, respectively. The distribution of the number of sequelae in populations varied widely across regions, with an expected relation between age and disease prevalence. YLDs for both sexes increased from 537·6 million in 1990 to 764·8 million in 2013 due to population growth and ageing, whereas the age-standardised rate decreased little from 114·87 per 1000 people to 110·31 per 1000 people between 1990 and 2013. Leading causes of YLDs included low back pain and major depressive disorder among the top ten causes of YLDs in every country. YLD rates per person, by major cause groups, indicated the main drivers of increases were due to musculoskeletal, mental, and substance use disorders, neurological disorders, and chronic respiratory diseases; however HIV/AIDS was a notable driver of increasing YLDs in sub-Saharan Africa. Also, the proportion of disability-adjusted life years due to YLDs increased globally from 21·1% in 1990 to 31·2% in 2013.InterpretationAgeing of the world's population is leading to a substantial increase in the numbers of individuals with sequelae of diseases and injuries. Rates of YLDs are declining much more slowly than mortality rates. The non-fatal dimensions of disease and injury will require more and more attention from health systems. The transition to non-fatal outcomes as the dominant source of burden of disease is occurring rapidly outside of sub-Saharan Africa. Our results can guide future health initiatives through examination of epidemiological trends and a better understanding of variation across countries.FundingBill & Melinda Gates Foundation.

Published
2015

12. Measuring progress and projecting attainment on the basis of past trends of the health-related Sustainable Development Goals in 188 countries : an analysis from the Global Burden of Disease Study 2016

Author

Fullman, Nancy, Barber, Ryan M, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulkader, Rizwan Suliankatchi, Abdulle, Abdishakur M, Abera, Semaw Ferede, Aboyans, Victor, De Steur, Hans, Gupta, Vipin, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Srinivasan, Vinay, Nguyen, Quyen Le, Stanaway, Jeffrey D, Atre, Sachin R, Kim, Daniel, Criqui, Michael H, Aryal, Krishna Kumar, Ahmadieh, Hamid, Stein, Dan J, Steiner, Caitlyn, Steinke, Sabine, Stokes, Mark Andrew, Strub, Bryan, Aichour, Miloud Taki Eddine, Nguyen, Trang Huyen, Defo, Barthelemy Kuate, Sufiyan, Muawiyyah Babale, Dandona, Rakhi, Mantovani, Lorenzo G, Sunguya, Bruno F, Sur, Patrick J, Mazidi, Mohsen, Kimokoti, Ruth W, Swaminathan, Soumya, Sykes, Bryan L, Avila-Burgos, Leticia, Sylte, Dillon O, Nguyen, Grant, Schwebel, David C, Szoeke, Cassandra E I, Murthy, Gudlavalleti Venkata Satyanarayana, Tabarés-Seisdedos, Rafael, Hafezi-Nejad, Nima, Tadakamadla, Santosh Kumar, Degenhardt, Louisa, McAlinden, Colm, Tandon, Nikhil, Kinfu, Yohannes, Tao, Tianchan, Schwendicke, Falk, Tarekegn, Yihunie L, Giref, Ababi Zergaw, Ahmed, Muktar Beshir, Tavakkoli, Mohammad, Taveira, Nuno, Tegegne, Teketo Kassaw, Avokpaho, Euripide Frinel G Arthur, Terkawi, Abdullah Sulieman, Hailu, Gessessew Bugssa, Alla, François, Seedat, Soraya, Tessema, Gizachew Assefa, Thakur, JS, Alam, Khurshid, Rajsic, Sasa, Nguyen, Minh, Deiparine, Selina, Thankappan, Kavumpurathu Raman, Thrift, Amanda G, Tiruye, Tenaw Yimer, Tobe-Gai, Ruoyan, Martin, Randall V, Topor-Madry, Roman, Torre, Anna, McGaughey, Madeline, Tortajada, Miguel, Ram, Usha, Hamadeh, Randah Ribhi, Nichols, Emma, Awasthi, Ashish, Fürst, Thomas, Tran, Bach Xuan, Sepanlou, Sadaf G, Troeger, Christopher, Deribe, Kebede, Truelsen, Thomas, Tsoi, Derrick, Tuem, Kald Beshir, Ranabhat, Chhabi Lal, McGrath, John J, Tuzcu, Emin Murat, Majeed, Azeem, Tyrovolas, Stefanos, Servan-Mori, Edson E, Ukwaja, Kingsley N, Hammami, Mouhanad, Kisa, Adnan, Uneke, Chigozie Jesse, Updike, Rachel, Azzopardi, Peter, Rao, Puja C, Uthman, Olalekan A, Adetokunboh, Olatunji, McKee, Martin, Griswold, Max, Cárdenas, Rosario, van Boven, Job F M, Varughese, Santosh, Vasankari, Tommi, Venketasubramanian, Narayanaswamy, Vidavalur, Ramesh, Abu-Raddad, Laith J, Rawaf, Salman, Hankey, Graeme J, Violante, Francesco S, Altirkawi, Khalid A, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Ningrum, Dina Nur Anggraini, Mehata, Suresh, Vollset, Stein Emil, Bacha, Umar, deVeber, Gabrielle A, Vos, Theo, Antonio, Carl Abelardo T, Wadilo, Fiseha, Rafay, Anwar, Wakayo, Tolassa, Kissimova-Skarbek, Katarzyna A, Wallin, Mitchell T, Harb, Hilda L, Nomura, Marika, Wang, Yuan-Pang, Mehndiratta, Man Mohan, Weichenthal, Scott, Weiderpass, Elisabete, Khader, Yousef Saleh, Carrero, Juan Jesus, Weintraub, Robert G, Weiss, Daniel J, Werdecker, Andrea, Ding, Eric L, Badawi, Alaa, Kivimaki, Mika, Chitheer, Abdulaal A, Westerman, Ronny, Whiteford, Harvey A, Chang, Hsing-Yi, Shackelford, Katya Anne, Reidy, Patrick, Hareri, Habtamu Abera, Wijeratne, Tissa, Wiysonge, Charles Shey, Woldeyes, Belete Getahun, Wolfe, Charles D A, Woodbrook, Rachel, Xavier, Denis, Alvis-Guzman, Nelson, Xu, Gelin, Shaheen, Amira, Kokubo, Yoshihiro, Reiner, Robert C, Djalalinia, Shirin, Karema, Corine Kakizi, Yadgir, Simon, Balakrishnan, Kalpana, Hassanvand, Mohammad Sadegh, Yakob, Bereket, Yan, Lijing L, Yano, Yuichiro, Shahraz, Saeid, Nong, Vuong Minh, Yaseri, Mehdi, Musa, Kamarul Imran, Ye, Pengpeng, Yimam, Hassen Hamid, Kopec, Jacek A, Meier, Toni, Yip, Paul, Yonemoto, Naohiro, Do, Huyen Phuc, Shaikh, Masood Ali, Yoon, Seok-Jun, Butt, Zahid A, Norheim, Ole F, Geleto, Ayele, Yotebieng, Marcel, Bannick, Marlena S, Younis, Mustafa Z, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Breitborde, Nicholas J K, Shamsipour, Mansour, Kosen, Soewarta, Zavala-Arciniega, Luis, Zhang, Xueying, Zipkin, Ben, Reinig, Nikolas, Noubiap, Jean Jacques N, Zodpey, Sanjay, Dokova, Klara, Havmoeller, Rasmus, Lim, Stephen S, Dargan, Paul I, Murray, Christopher J L, Barac, Aleksandra, Meles, Kidanu Gebremariam, Barker-Collo, Suzanne L, Koul, Parvaiz A, Reitsma, Marissa B, Bärnighausen, Till, Obermeyer, Carla Makhlouf, Barrero, Lope H, Basu, Sanjay, Martinez-Raga, Jose, Battle, Katherine E, Baune, Bernhard T, Beardsley, Justin, Hawley, Caitlin, Doku, David Teye, Memish, Ziad A, Goldberg, Ellen M, Bedi, Neeraj, Beghi, Ettore, Gishu, Melkamu Dedefo, Asayesh, Hamid, Koyanagi, Ai, Béjot, Yannick, Bell, Michelle L, Bennett, Derrick A, Bennett, James R, Bensenor, Isabela M, Berhane, Adugnaw, Cromwell, Elizabeth A, Berhe, Derbew Fikadu, Mendoza, Walter, Shamsizadeh, Morteza, Aichour, Amani Nidhal, Malekzadeh, Reza, Bernabé, Eduardo, Donkelaar, Aaron van, Kravchenko, Michael, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Remuzzi, Giuseppe, Bhala, Neeraj, Ansari, Hossein, Bhansali, Anil, Bhatt, Samir, Mengesha, Melkamu Merid, Ogbo, Felix Akpojene, Bhutta, Zulfiqar A, Bicer, Burcu Kucuk, Hay, Simon I, Bidgoli, Hassan Haghparast, Furtado, Joao M, Renzaho, Andre M N, Kawakami, Norito, Bikbov, Boris, Dorsey, E Ray, Bilal, Arebu I, Birungi, Charles, Biryukov, Stan, Friedman, Joseph, Allebeck, Peter, Bizuayehu, Habtamu Mellie, Blosser, Christopher D, Boneya, Dube Jara, Shariful Islam, Sheikh Mohammed, Resnikoff, Serge, Bose, Dipan, He, Jiawei, Krohn, Kristopher J, Bou-Orm, Ibrahim R, Brauer, Michael, Driscoll, Tim R, Oh, In-Hwan, Dubey, Manisha, Mengistie, Mubarek Abera, Sharma, Jayendra, Afshin, Ashkan, Rezaei, Satar, Duncan, Bruce Bartholow, Ebel, Beth E, Ebrahimi, Hedyeh, El-Khatib, Ziad Ziad, Enayati, Ahmadali, Alam, Noore, Hendrie, Delia, Oladimeji, Olanrewaju, Khosravi, Ardeshir, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Khalil, Ibrahim A, Mensah, George A, Erskine, Holly E, Eshrati, Babak, Eskandarieh, Sharareh, Agrawal, Anurag, Esteghamati, Alireza, Estep, Kara, Gugnani, Harish Chander, Faraon, Emerito Jose Aquino, Olagunju, Andrew Toyin, Carter, Austin, Naghavi, Mohsen, Farinha, Carla Sofia e Sa, Henry, Nathaniel J, Mensink, Gert B M, Faro, André, Farzadfar, Farshad, Fazeli, Mir Sohail, Sharma, Rajesh, Feigin, Valery L, Feigl, Andrea B, Fereshtehnejad, Seyed-Mohammad, Olagunju, Tinuke Oluwasefunmi, Rios Blancas, Maria Jesus, Agrawal, Sutapa, Fernandes, João C, Kulikoff, Xie Rachel, Ferrari, Alize J, Kasaeian, Amir, She, Jun, Feyissa, Tesfaye Regassa, Heredia-Pi, Ileana Beatriz, Filip, Irina, Fischer, Florian, Fitzmaurice, Christina, Kamal, Ritul, Christensen, Hanne, Flaxman, Abraham D, Foigt, Nataliya, Foreman, Kyle J, Shi, Peilin, Frank, Tahvi, Kumar, G Anil, Mereta, Seid Tiku, Ahmad Kiadaliri, Aliasghar, Franklin, Richard C, Hoek, Hans W, Rivas, Jacqueline Castillo, Holmberg, Mollie, Olivares, Pedro R, Cahuana-Hurtado, Lucero, Shibuya, Kenji, Horita, Nobuyuki, Hosgood, H Dean, Hostiuc, Sorin, Aichour, Ibtihel, Hoy, Damian G, Chang, Jung-Chen, Kumar Lal, Dharmesh, Anwari, Palwasha, Hsairi, Mohamed, Htet, Aung Soe, Martins-Melo, Francisco Rogerlândio, Amare, Azmeraw T, Huang, John J, Huang, Hsiang, Huynh, Chantal, Cameron, Ewan, Iburg, Kim Moesgaard, Ikeda, Chad, Inoue, Manami, Roba, Kedir Teji, Gemechu, Bikila Lencha, Rahimi-Movaghar, Vafa, Irvine, Caleb Mackay Salpeter, Kutz, Michael J, Olsen, Helen E, Aiyar, Sneha, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, Jauregui, Alejandra, Javanbakht, Mehdi, Rojas-Rueda, David, Shields, Chloe, Campuzano, Julio Cesar, Jeemon, Panniyammakal, Meretoja, Tuomo J, Jha, Vivekanand, Malhotra, Rajesh, John, Denny, Kyu, Hmwe H, Johnson, Catherine O, Johnson, Sarah Charlotte, Akinyemi, Rufus Olusola, Majdzadeh, Reza, Gona, Philimon N, Jonas, Jost B, Jürisson, Mikk, Kabir, Zubair, Kadel, Rajendra, Meretoja, Atte, Olusanya, Bolajoko Olubukunola, Carabin, Hélène, Kahsay, Amaha, Lalloo, Ratilal, Shifa, Girma Temam, Lansingh, Van C, Rokni, Mohammad Bagher, Gakidou, Emmanuela, Larsson, Anders, Lazarus, Jeffrey Victor, Lee, Paul H, Casey, Daniel C, Alasfoor, Deena, Giussani, Giorgia, Mezgebe, Haftay Berhane, das Neves, José, Leigh, James, Leung, Janni, Crump, John A, Leung, Ricky, Levi, Miriam, Li, Yongmei, Garcia-Basteiro, Alberto L, Liben, Misgan Legesse, Linn, Shai, Liu, Patrick Y, Shiferaw, Mekonnen Sisay, Keiyoro, Peter Njenga, Liu, Shiwei, Micha, Renata, Roshandel, Gholamreza, Castañeda-Orjuela, Carlos A, Lodha, Rakesh, Alene, Kefyalew Addis, Looker, Katharine J, Lopez, Alan D, Lorkowski, Stefan, Asgedom, Solomon Weldegebreal, Gebrehiwot, Tsegaye Tewelde, Lotufo, Paulo A, Olusanya, Jacob Olusegun, Lozano, Rafael, Naheed, Aliya, Lucas, Timothy C D, Millear, Anoushka, Lunevicius, Raimundas, Mackay, Mark T, Castro, Ruben Estanislao, Khubchandani, Jagdish, Maddison, Emilie R, Magdy Abd El Razek, Hassan, Alizadeh-Navaei, Reza, Magdy Abd El Razek, Mohammed, Ong, Kanyin, Roth, Gregory A, Geleijnse, Johanna M, Majdan, Marek, Miller, Ted R, Allen, Christine, Shigematsu, Mika, Kassebaum, Nicholas J, Minnig, Shawn, Mirarefin, Mojde, Mirrakhimov, Erkin M, Gething, Peter W, Charlson, Fiona J, Al-Aly, Ziyad, Oren, Eyal, Misganaw, Awoke, Mishra, Shiva Raj, Gupta, Rajeev, Mitchell, Philip B, Mohammad, Karzan Abdulmuhsin, Mohammed, Kedir Endris, Akseer, Nadia, Mohammed, Shafiu, Mohan, Murali B V, Al-Raddadi, Rajaa, Alkerwi, Ala'a, Mokdad, Ali H, Ortiz, Alberto, Shin, Min-Jeong, Gibney, Katherine B, Mollenkopf, Sarah K, Chew, Adrienne, Monasta, Lorenzo, Montañez Hernandez, Julio Cesar, Montico, Marcella, Kastor, Anshul, Moradi-Lakeh, Maziar, Roy, Ambuj, Moraga, Paula, Rahman, Mohammad Hifz Ur, Morawska, Lidia, Owolabi, Mayowa O, Morrison, Shane D, Moses, Mark W, Gill, Paramjit Singh, Alsharif, Ubai, Mountjoy-Venning, Cliff, Abu-Rmeileh, Niveen M E, Mueller, Ulrich O, Rubagotti, Enrico, Shiri, Rahman, Katikireddi, Srinivasa Vittal, Muller, Kate, PA, Mahesh, Christopher, Devasahayam Jesudas, Malta, Deborah Carvalho, Pana, Adrian, Panda, Basant Kumar, Amini, Erfan, Kelbore, Sefonias Getachew, Glenn, Scott D, Cercy, Kelly, Sadat, Nafis, Panda-Jonas, Songhomitra, Papachristou, Christina, Park, Eun-Kee, Patton, George C, Paulson, Katherine, Catalá-López, Ferrán, Pereira, David M, Perico, David Norberto, Cirillo, Massimo, Chisumpa, Vesper Hichilombwe, Pesudovs, Konrad, Safdarian, Mahdi, Kemmer, Laura, Petzold, Max, Godwin, William W, Phillips, Michael Robert, Ammar, Walid, Pigott, David M, Mamun, Abdullah A, Pillay, Julian David, Shirkoohi, Reza, Pinho, Christine, Piradov, Michael A, Safi, Sare, Pishgar, Farhad, Poulton, Richie G, Kengne, Andre Pascal, Cooper, Cyrus, Pourmalek, Farshad, Brugha, Traolach S, Qorbani, Mostafa, Shirude, Shreya, Manguerra, Helena, Radfar, Amir, Arora, Megha, Goodridge, Amador, Naidoo, Kovin S, Safiri, Saeid, Sagar, Rajesh, Dandona, Lalit, Manyazewal, Tsegahun, Khan, Ejaz Ahmad, Shishani, Kawkab, Salama, Joseph, Salomon, Joshua A, Samy, Abdallah M, Sanabria, Juan Ramon, Santomauro, Damian, Gillum, Richard F, Santos, Itamar S, Santos, João Vasco, Gopalani, Sameer Vali, Santric Milicevic, Milena M, Shoman, Haitham, Mapoma, Chabila C, Artaman, Al, Khang, Young-Ho, Sartorius, Benn, Adedeji, Isaac Akinkunmi, Satpathy, Maheswar, Nangia, Vinay, Sawhney, Monika, Saxena, Sonia, Saylan, Mete I, Shrime, Mark G, Schmidt, Maria Inês, Schneider, Ione J C, Marks, Guy B, Goryakin, Yevgeniy, Schneider, Matthew T, Frostad, Joseph J, Schöttker, Ben, Natarajan, Gopalakrishnan, Schutte, Aletta E, Davitoiu, Dragos V, Kieling, Christian, Rahman, Muhammad Aziz, Silberberg, Donald H, Silva, Diego Augusto Santos, Gupta, Tanush, Negoi, Ruxandra Irina, Martopullo, Ira, Assadi, Reza, Silva, João Pedro, Silveira, Dayane Gabriele Alves, Singh, Jasvinder A, Singh, Virendra, Kesavachandran, Chandrasekharan Nair, Sinha, Dhirendra Narain, Skiadaresi, Eirini, Kim, Jun Y, Slepak, Erica Leigh, Negoi, Ionut, de Courten, Barbora, Mathur, Manu Raj, Sligar, Amber, Bulto, Lemma Negesa Bulto, Smith, David L, Rahman, Mahfuzar, Smith, Alison, Atey, Tesfay Mehari, Smith, Mari, Sobaih, Badr H A, Sobngwi, Eugene, Nguyen, Cuong Tat, Kim, Yun Jin, Soljak, Michael, Karch, André, Soneji, Samir, Rai, Rajesh Kumar, Sorensen, Reed J D, Halk Sağlığı, Veritati - Repositório Institucional da Universidade Católica Portuguesa, Fullman, Nancy, Barber, Ryan M., Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M., Abd-Allah, Foad, Abdulle, Abdishakur M., Abera, Semaw Ferede, Aboyans, Victor, Abu-Raddad, Laith J., Abu-Rmeileh, Niveen M.E., Adedeji, Isaac Akinkunmi, Adetokunboh, Olatunji, Afshin, Ashkan, Agrawal, Anurag, Agrawal, Sutapa, Kiadaliri, Aliasghar Ahmad, Ahmadieh, Hamid, Ahmed, Muktar Beshir, Aichour, Amani Nidhal, Aichour, Ibtihel, Aichour, Miloud Taki Eddine, Aiyar, Sneha, Akinyemi, Rufus Olusola, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore, Alasfoor, Deena, Alene, Kefyalew Addi, Alizadeh-Navaei, Reza, Alkerwi, Ala'a, Alla, Françoi, Allebeck, Peter, Allen, Christine, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A., Alvis-Guzman, Nelson, Amare, Azmeraw T., Amini, Erfan, Ammar, Walid, Antonio, Carl Abelardo T., Ansari, Hossein, Anwari, Palwasha, Arora, Megha, Artaman, Al, Aryal, Krishna Kumar, Asayesh, Hamid, Asgedom, Solomon Weldegebreal, Assadi, Reza, Atey, Tesfay Mehari, Atre, Sachin R., Avila-Burgos, Leticia, Arthur Avokpaho, Euripide Frinel G., Awasthi, Ashish, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Bannick, Marlena S., Barac, Aleksandra, Barker-Collo, Suzanne L., Bärnighausen, Till, Barrero, Lope H., Basu, Sanjay, Battle, Katherine E., Baune, Bernhard T., Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Béjot, Yannick, Bell, Michelle L., Bennett, Derrick A., Bennett, James R., Bensenor, Isabela M., Berhane, Adugnaw, Berhe, Derbew Fikadu, Bernabé, Eduardo, Betsu, Balem Demtsu, Beuran, Mircea, Beyene, Addisu Shunu, Bhala, Neeraj, Bhansali, Anil, Bhatt, Samir, Bhutta, Zulfiqar A., Bikbov, Bori, Bilal, Arebu I., Birungi, Charle, Biryukov, Stan, Bizuayehu, Habtamu Mellie, Blosser, Christopher D., Boneya, Dube Jara, Bose, Dipan, Bou-Orm, Ibrahim R., Brauer, Michael, Breitborde, Nicholas J.K., Brugha, Traolach S., Bulto, Lemma Negesa Bulto, Butt, Zahid A., Cahuana-Hurtado, Lucero, Cameron, Ewan, Campuzano, Julio Cesar, Carabin, Hélène, Cárdenas, Rosario, Carrero, Juan Jesu, Carter, Austin, Casey, Daniel C., Castañeda-Orjuela, Carlos A., Rivas, Jacqueline Castillo, Castro, Ruben Estanislao, Catalá-López, Ferrán, Cercy, Kelly, Chang, Hsing-Yi, Chang, Jung-Chen, Charlson, Fiona J., Chew, Adrienne, Chisumpa, Vesper Hichilombwe, Chitheer, Abdulaal A., Christensen, Hanne, Christopher, Devasahayam Jesuda, Cirillo, Massimo, Cooper, Cyru, Criqui, Michael H., Cromwell, Elizabeth A., Crump, John A., Dandona, Lalit, Dandona, Rakhi, Dargan, Paul I., Das Neves, José, Davitoiu, Dragos V., De Courten, Barbora, De Steur, Han, Degenhardt, Louisa, Deiparine, Selina, Deribe, Kebede, DeVeber, Gabrielle A., Ding, Eric L., Djalalinia, Shirin, Do, Huyen Phuc, Dokova, Klara, Doku, David Teye, Dorsey, E. Ray, Driscoll, Tim R., Dubey, Manisha, Duncan, Bruce Bartholow, Ebel, Beth E., Ebrahimi, Hedyeh, El-Khatib, Ziad Ziad, Enayati, Ahmadali, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E., Eshrati, Babak, Eskandarieh, Sharareh, Esteghamati, Alireza, Estep, Kara, Faraon, Emerito Jose Aquino, Sofia E Sa Farinha, Carla, Faro, André, Farzadfar, Farshad, Fazeli, Mir Sohail, Feigin, Valery L., Feigl, Andrea B., Fereshtehnejad, Seyed-Mohammad, Fernandes, João C., Ferrari, Alize J., Feyissa, Tesfaye Regassa, Filip, Irina, Fischer, Florian, Fitzmaurice, Christina, Flaxman, Abraham D., Foigt, Nataliya, Foreman, Kyle J., Frank, Tahvi, Franklin, Richard C., Friedman, Joseph, Frostad, Joseph J., Fürst, Thoma, Furtado, Joao M., Gakidou, Emmanuela, Garcia-Basteiro, Alberto L., Gebrehiwot, Tsegaye Tewelde, Geleijnse, Johanna M., Geleto, Ayele, Gemechu, Bikila Lencha, Gething, Peter W., Gibney, Katherine B., Gill, Paramjit Singh, Gillum, Richard F., Giref, Ababi Zergaw, Gishu, Melkamu Dedefo, Giussani, Giorgia, Glenn, Scott D., Godwin, William W., Goldberg, Ellen M., Gona, Philimon N., Goodridge, Amador, Gopalani, Sameer Vali, Goryakin, Yevgeniy, Griswold, Max, Gugnani, Harish Chander, Gupta, Rajeev, Gupta, Tanush, Gupta, Vipin, Hafezi-Nejad, Nima, Bidgoli, Hassan Haghparast, Hailu, Gessessew Bugssa, Hamadeh, Randah Ribhi, Hammami, Mouhanad, Hankey, Graeme J., Harb, Hilda L., Hareri, Habtamu Abera, Hassanvand, Mohammad Sadegh, Havmoeller, Rasmu, Hawley, Caitlin, Hay, Simon I., He, Jiawei, Hendrie, Delia, Henry, Nathaniel J., Heredia-Pi, Ileana Beatriz, Hoek, Hans W., Holmberg, Mollie, Horita, Nobuyuki, Hosgood, H. Dean, Hostiuc, Sorin, Hoy, Damian G., Hsairi, Mohamed, Htet, Aung Soe, Huang, Hsiang, Huang, John J., Huynh, Chantal, Iburg, Kim Moesgaard, Ikeda, Chad, Inoue, Manami, Irvine, Caleb Mackay Salpeter, Jacobsen, Kathryn H., Jahanmehr, Nader, Jakovljevic, Mihajlo B., Jauregui, Alejandra, Javanbakht, Mehdi, Jeemon, Panniyammakal, Jha, Vivekanand, John, Denny, Johnson, Catherine O., Johnson, Sarah Charlotte, Jonas, Jost B., Jürisson, Mikk, Kabir, Zubair, Kadel, Rajendra, Kahsay, Amaha, Kamal, Ritul, Karch, André, Karema, Corine Kakizi, Kasaeian, Amir, Kassebaum, Nicholas J., Kastor, Anshul, Katikireddi, Srinivasa Vittal, Kawakami, Norito, Keiyoro, Peter Njenga, Kelbore, Sefonias Getachew, Kemmer, Laura, Kengne, Andre Pascal, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khalil, Ibrahim A., Khan, Ejaz Ahmad, Khang, Young-Ho, Khosravi, Ardeshir, Khubchandani, Jagdish, Kieling, Christian, Kim, Daniel, Kim, Jun Y., Kim, Yun Jin, Kimokoti, Ruth W., Kinfu, Yohanne, Kisa, Adnan, Kissimova-Skarbek, Katarzyna A., Kivimaki, Mika, Kokubo, Yoshihiro, Kopec, Jacek A., Kosen, Soewarta, Koul, Parvaiz A., Koyanagi, Ai, Kravchenko, Michael, Krohn, Kristopher J., Defo, Barthelemy Kuate, Bicer, Burcu Kucuk, Kulikoff, Xie Rachel, Kumar, G. Anil, Kutz, Michael J., Kyu, Hmwe H., Lal, Dharmesh Kumar, Lalloo, Ratilal, Lansingh, Van C., Larsson, Ander, Lazarus, Jeffrey Victor, Lee, Paul H., Leigh, Jame, Leung, Janni, Leung, Ricky, Levi, Miriam, Li, Yongmei, Liben, Misgan Legesse, Linn, Shai, Liu, Patrick Y., Liu, Shiwei, Lodha, Rakesh, Looker, Katharine J., Lopez, Alan D., Lorkowski, Stefan, Lotufo, Paulo A., Lozano, Rafael, Lucas, Timothy C.D., Lunevicius, Raimunda, Mackay, Mark T., Maddison, Emilie R., El Razek, Hassan Magdy Abd, El Razek, Mohammed Magdy Abd, Majdan, Marek, Majdzadeh, Reza, Majeed, Azeem, Malekzadeh, Reza, Malhotra, Rajesh, Malta, Deborah Carvalho, Mamun, Abdullah A., Manguerra, Helena, Mantovani, Lorenzo G., Manyazewal, Tsegahun, Mapoma, Chabila C., Marks, Guy B., Martin, Randall V., Martinez-Raga, Jose, Martins-Melo, Francisco Rogerlândio, Martopullo, Ira, Mathur, Manu Raj, Mazidi, Mohsen, McAlinden, Colm, McGaughey, Madeline, McGrath, John J., McKee, Martin, Mehata, Suresh, Mehndiratta, Man Mohan, Meier, Toni, Meles, Kidanu Gebremariam, Memish, Ziad A., Mendoza, Walter, Mengesha, Melkamu Merid, Mengistie, Mubarek Abera, Mensah, George A., Mensink, Gert B.M., Mereta, Seid Tiku, Meretoja, Atte, Meretoja, Tuomo J., Mezgebe, Haftay Berhane, Micha, Renata, Millear, Anoushka, Miller, Ted R., Minnig, Shawn, Mirarefin, Mojde, Mirrakhimov, Erkin M., Misganaw, Awoke, Mishra, Shiva Raj, Mitchell, Philip B., Mohammad, Karzan Abdulmuhsin, Mohammed, Kedir Endri, Mohammed, Shafiu, Mohan, Murali B.V., Mokdad, Ali H., Mollenkopf, Sarah K., Monasta, Lorenzo, Hernandez, Julio Cesar Montañez, Montico, Marcella, Moradi-Lakeh, Maziar, Moraga, Paula, Morawska, Lidia, Morrison, Shane D., Moses, Mark W., Mountjoy-Venning, Cliff, Mueller, Ulrich O., Muller, Kate, Murthy, Gudlavalleti Venkata Satyanarayana, Musa, Kamarul Imran, Naghavi, Mohsen, Naheed, Aliya, Naidoo, Kovin S., Nangia, Vinay, Natarajan, Gopalakrishnan, Negoi, Ionut, Negoi, Ruxandra Irina, Nguyen, Cuong Tat, Nguyen, Grant, Nguyen, Minh, Nguyen, Quyen Le, Nguyen, Trang Huyen, Nichols, Emma, Ningrum, Dina Nur Anggraini, Nomura, Marika, Nong, Vuong Minh, Norheim, Ole F., Noubiap, Jean Jacques N., Obermeyer, Carla Makhlouf, Ogbo, Felix Akpojene, Oh, In-Hwan, Oladimeji, Olanrewaju, Olagunju, Andrew Toyin, Olagunju, Tinuke Oluwasefunmi, Olivares, Pedro R., Olsen, Helen E., Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Ong, Kanyin, Oren, Eyal, Ortiz, Alberto, Owolabi, Mayowa O., Mahesh, P.A., Pana, Adrian, Panda, Basant Kumar, Panda-Jonas, Songhomitra, Papachristou, Christina, Park, Eun-Kee, Patton, George C., Paulson, Katherine, Pereira, David M., Perico, David Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Pigott, David M., Pillay, Julian David, Pinho, Christine, Piradov, Michael A., Pishgar, Farhad, Poulton, Richie G., Pourmalek, Farshad, Qorbani, Mostafa, Radfar, Amir, Rafay, Anwar, Rao, Puja C., Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Ur Rahman, Mohammad Hifz, Rahman, Muhammad Aziz, Rai, Rajesh Kumar, Rajsic, Sasa, Ram, Usha, Ranabhat, Chhabi Lal, Rawaf, Salman, Reidy, Patrick, Reiner, Robert C., Reinig, Nikola, Reitsma, Marissa B., Remuzzi, Giuseppe, Renzaho, Andre M.N., Resnikoff, Serge, Rezaei, Satar, Blancas, Maria Jesus Rio, Roba, Kedir Teji, Rojas-Rueda, David, Rokni, Mohammad Bagher, Roshandel, Gholamreza, Roth, Gregory A., Roy, Ambuj, Rubagotti, Enrico, Sadat, Nafi, Safdarian, Mahdi, Safi, Sare, Safiri, Saeid, Sagar, Rajesh, Salama, Joseph, Salomon, Joshua A., Samy, Abdallah M., Sanabria, Juan Ramon, Santomauro, Damian, Santos, Itamar S., Santos, João Vasco, Santric Milicevic, Milena M., Sartorius, Benn, Satpathy, Maheswar, Sawhney, Monika, Saxena, Sonia, Saylan, Mete I., Shirude, Shreya, Schmidt, Maria Inê, Schneider, Ione J.C., Schneider, Matthew T., Schöttker, Ben, Schutte, Aletta E., Schwebel, David C., Schwendicke, Falk, Seedat, Soraya, Sepanlou, Sadaf G., Servan-Mori, Edson E., Shackelford, Katya Anne, Shaheen, Amira, Shahraz, Saeid, Shaikh, Masood Ali, Shamsipour, Mansour, Shamsizadeh, Morteza, Islam, Sheikh Mohammed Shariful, Sharma, Jayendra, Sharma, Rajesh, She, Jun, Shi, Peilin, Shibuya, Kenji, Shields, Chloe, Shiferaw, Mekonnen Sisay, Shigematsu, Mika, Shin, Min-Jeong, Shiri, Rahman, Shirkoohi, Reza, Shishani, Kawkab, Shoman, Haitham, Shrime, Mark G., Silberberg, Donald H., Silva, Diego Augusto Santo, Silva, João Pedro, Silveira, Dayane Gabriele Alve, Singh, Jasvinder A., Singh, Virendra, Sinha, Dhirendra Narain, Skiadaresi, Eirini, Slepak, Erica Leigh, Sligar, Amber, Smith, Alison, Smith, David L., Smith, Mari, Sobaih, Badr H.A., Sobngwi, Eugene, Soljak, Michael, Soneji, Samir, Sorensen, Reed J.D., Sposato, Luciano A., Sreeramareddy, Chandrashekhar T., Srinivasan, Vinay, Stanaway, Jeffrey D., Stein, Dan J., Steiner, Caitlyn, Steinke, Sabine, Stokes, Mark Andrew, Strub, Bryan, Sufiyan, Muawiyyah Babale, Abdulkader, Rizwan Suliankatchi, Sunguya, Bruno F., Sur, Patrick J., Swaminathan, Soumya, Sykes, Bryan L., Sylte, Dillon O., Szoeke, Cassandra E.I., Tabarés-Seisdedos, Rafael, Tadakamadla, Santosh Kumar, Tandon, Nikhil, Tao, Tianchan, Tarekegn, Yihunie L., Tavakkoli, Mohammad, Taveira, Nuno, Tegegne, Teketo Kassaw, Shifa, Girma Temam, Terkawi, Abdullah Sulieman, Tessema, Gizachew Assefa, Thakur, J.S., Thankappan, Kavumpurathu Raman, Thrift, Amanda G., Tiruye, Tenaw Yimer, Tobe-Gai, Ruoyan, Topor-Madry, Roman, Torre, Anna, Tortajada, Miguel, Tran, Bach Xuan, Troeger, Christopher, Truelsen, Thoma, Tsoi, Derrick, Tuem, Kald Beshir, Tuzcu, Emin Murat, Tyrovolas, Stefano, Ukwaja, Kingsley N., Uneke, Chigozie Jesse, Updike, Rachel, Uthman, Olalekan A., Van Boven, Job F.M., Van Donkelaar, Aaron, Varughese, Santosh, Vasankari, Tommi, Venketasubramanian, Narayanaswamy, Vidavalur, Ramesh, Violante, Francesco S., Vladimirov, Sergey K., Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Vos, Theo, Wadilo, Fiseha, Wakayo, Tolassa, Wallin, Mitchell T., Wang, Yuan-Pang, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G., Weiss, Daniel J., Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A., Wijeratne, Tissa, Wiysonge, Charles Shey, Woldeyes, Belete Getahun, Wolfe, Charles D.A., Woodbrook, Rachel, Xavier, Deni, Xu, Gelin, Yadgir, Simon, Yakob, Bereket, Yan, Lijing L., Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yimam, Hassen Hamid, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Yotebieng, Marcel, Younis, Mustafa Z., Zaidi, Zoubida, El Sayed Zaki, Maysaa, Zavala-Arciniega, Lui, Zhang, Xueying, Zipkin, Ben, Zodpey, Sanjay, Lim, Stephen S., Murray, Christopher J.L., Fullman, N, Barber, R, Abajobir, A, Abate, K, Abbafati, C, Abbas, K, Abd-Allah, F, Abdulle, A, Abera, S, Aboyans, V, Abu-Raddad, L, Abu-Rmeileh, N, Adedeji, I, Adetokunboh, O, Afshin, A, Agrawal, A, Agrawal, S, Kiadaliri, A, Ahmadieh, H, Ahmed, M, Aichour, A, Aichour, I, Aichour, M, Aiyar, S, Akinyemi, R, Akseer, N, Al-Aly, Z, Alam, K, Alam, N, Alasfoor, D, Alene, K, Alizadeh-Navaei, R, Alkerwi, A, Alla, F, Allebeck, P, Allen, C, Al-Raddadi, R, Alsharif, U, Altirkawi, K, Alvis-Guzman, N, Amare, A, Amini, E, Ammar, W, Antonio, C, Ansari, H, Anwari, P, Arora, M, Artaman, A, Aryal, K, Asayesh, H, Asgedom, S, Assadi, R, Atey, T, Atre, S, Avila-Burgos, L, Arthur Avokpaho, E, Awasthi, A, Azzopardi, P, Bacha, U, Badawi, A, Balakrishnan, K, Bannick, M, Barac, A, Barker-Collo, S, Bärnighausen, T, Barrero, L, Basu, S, Battle, K, Baune, B, Beardsley, J, Bedi, N, Beghi, E, Béjot, Y, Bell, M, Bennett, D, Bennett, J, Bensenor, I, Berhane, A, Berhe, D, Bernabé, E, Betsu, B, Beuran, M, Beyene, A, Bhala, N, Bhansali, A, Bhatt, S, Bhutta, Z, Bikbov, B, Bilal, A, Birungi, C, Biryukov, S, Bizuayehu, H, Blosser, C, Boneya, D, Bose, D, Bou-Orm, I, Brauer, M, Breitborde, N, Brugha, T, Bulto, L, Butt, Z, Cahuana-Hurtado, L, Cameron, E, Campuzano, J, Carabin, H, Cárdenas, R, Carrero, J, Carter, A, Casey, D, Castañeda-Orjuela, C, Rivas, J, Castro, R, Catalá-López, F, Cercy, K, Chang, H, Chang, J, Charlson, F, Chew, A, Chisumpa, V, Chitheer, A, Christensen, H, Christopher, D, Cirillo, M, Cooper, C, Criqui, M, Cromwell, E, Crump, J, Dandona, L, Dandona, R, Dargan, P, Das Neves, J, Davitoiu, D, De Courten, B, De Steur, H, Degenhardt, L, Deiparine, S, Deribe, K, Deveber, G, Ding, E, Djalalinia, S, Do, H, Dokova, K, Doku, D, Dorsey, E, Driscoll, T, Dubey, M, Duncan, B, Ebel, B, Ebrahimi, H, El-Khatib, Z, Enayati, A, Endries, A, Ermakov, S, Erskine, H, Eshrati, B, Eskandarieh, S, Esteghamati, A, Estep, K, Faraon, E, Sofia E Sa Farinha, C, Faro, A, Farzadfar, F, Fazeli, M, Feigin, V, Feigl, A, Fereshtehnejad, S, Fernandes, J, Ferrari, A, Feyissa, T, Filip, I, Fischer, F, Fitzmaurice, C, Flaxman, A, Foigt, N, Foreman, K, Frank, T, Franklin, R, Friedman, J, Frostad, J, Fürst, T, Furtado, J, Gakidou, E, Garcia-Basteiro, A, Gebrehiwot, T, Geleijnse, J, Geleto, A, Gemechu, B, Gething, P, Gibney, K, Gill, P, Gillum, R, Giref, A, Gishu, M, Giussani, G, Glenn, S, Godwin, W, Goldberg, E, Gona, P, Goodridge, A, Gopalani, S, Goryakin, Y, Griswold, M, Gugnani, H, Gupta, R, Gupta, T, Gupta, V, Hafezi-Nejad, N, Bidgoli, H, Hailu, G, Hamadeh, R, Hammami, M, Hankey, G, Harb, H, Hareri, H, Hassanvand, M, Havmoeller, R, Hawley, C, Hay, S, He, J, Hendrie, D, Henry, N, Heredia-Pi, I, Hoek, H, Holmberg, M, Horita, N, Hosgood, H, Hostiuc, S, Hoy, D, Hsairi, M, Htet, A, Huang, H, Huang, J, Huynh, C, Iburg, K, Ikeda, C, Inoue, M, Irvine, C, Jacobsen, K, Jahanmehr, N, Jakovljevic, M, Jauregui, A, Javanbakht, M, Jeemon, P, Jha, V, John, D, Johnson, C, Johnson, S, Jonas, J, Jürisson, M, Kabir, Z, Kadel, R, Kahsay, A, Kamal, R, Karch, A, Karema, C, Kasaeian, A, Kassebaum, N, Kastor, A, Katikireddi, S, Kawakami, N, Keiyoro, P, Kelbore, S, Kemmer, L, Kengne, A, Kesavachandran, C, Khader, Y, Khalil, I, Khan, E, Khang, Y, Khosravi, A, Khubchandani, J, Kieling, C, Kim, D, Kim, J, Kim, Y, Kimokoti, R, Kinfu, Y, Kisa, A, Kissimova-Skarbek, K, Kivimaki, M, Kokubo, Y, Kopec, J, Kosen, S, Koul, P, Koyanagi, A, Kravchenko, M, Krohn, K, Defo, B, Bicer, B, Kulikoff, X, Kumar, G, Kutz, M, Kyu, H, Lal, D, Lalloo, R, Lansingh, V, Larsson, A, Lazarus, J, Lee, P, Leigh, J, Leung, J, Leung, R, Levi, M, Li, Y, Liben, M, Linn, S, Liu, P, Liu, S, Lodha, R, Looker, K, Lopez, A, Lorkowski, S, Lotufo, P, Lozano, R, Lucas, T, Lunevicius, R, Mackay, M, Maddison, E, El Razek, H, El Razek, M, Majdan, M, Majdzadeh, R, Majeed, A, Malekzadeh, R, Malhotra, R, Malta, D, Mamun, A, Manguerra, H, Mantovani, L, Manyazewal, T, Mapoma, C, Marks, G, Martin, R, Martinez-Raga, J, Martins-Melo, F, Martopullo, I, Mathur, M, Mazidi, M, Mcalinden, C, Mcgaughey, M, Mcgrath, J, Mckee, M, Mehata, S, Mehndiratta, M, Meier, T, Meles, K, Memish, Z, Mendoza, W, Mengesha, M, Mengistie, M, Mensah, G, Mensink, G, Mereta, S, Meretoja, A, Meretoja, T, Mezgebe, H, Micha, R, Millear, A, Miller, T, Minnig, S, Mirarefin, M, Mirrakhimov, E, Misganaw, A, Mishra, S, Mitchell, P, Mohammad, K, Mohammed, K, Mohammed, S, Mohan, M, Mokdad, A, Mollenkopf, S, Monasta, L, Hernandez, J, Montico, M, Moradi-Lakeh, M, Moraga, P, Morawska, L, Morrison, S, Moses, M, Mountjoy-Venning, C, Mueller, U, Muller, K, Murthy, G, Musa, K, Naghavi, M, Naheed, A, Naidoo, K, Nangia, V, Natarajan, G, Negoi, I, Negoi, R, Nguyen, C, Nguyen, G, Nguyen, M, Nguyen, Q, Nguyen, T, Nichols, E, Ningrum, D, Nomura, M, Nong, V, Norheim, O, Noubiap, J, Obermeyer, C, Ogbo, F, Oh, I, Oladimeji, O, Olagunju, A, Olagunju, T, Olivares, P, Olsen, H, Olusanya, B, Olusanya, J, Ong, K, Oren, E, Ortiz, A, Owolabi, M, Mahesh, P, Pana, A, Panda, B, Panda-Jonas, S, Papachristou, C, Park, E, Patton, G, Paulson, K, Pereira, D, Perico, D, Pesudovs, K, Petzold, M, Phillips, M, Pigott, D, Pillay, J, Pinho, C, Piradov, M, Pishgar, F, Poulton, R, Pourmalek, F, Qorbani, M, Radfar, A, Rafay, A, Rao, P, Rahimi-Movaghar, V, Rahman, M, Ur Rahman, M, Rai, R, Rajsic, S, Ram, U, Ranabhat, C, Rawaf, S, Reidy, P, Reiner, R, Reinig, N, Reitsma, M, Remuzzi, G, Renzaho, A, Resnikoff, S, Rezaei, S, Blancas, M, Roba, K, Rojas-Rueda, D, Rokni, M, Roshandel, G, Roth, G, Roy, A, Rubagotti, E, Sadat, N, Safdarian, M, Safi, S, Safiri, S, Sagar, R, Salama, J, Salomon, J, Samy, A, Sanabria, J, Santomauro, D, Santos, I, Santos, J, Santric Milicevic, M, Sartorius, B, Satpathy, M, Sawhney, M, Saxena, S, Saylan, M, Shirude, S, Schmidt, M, Schneider, I, Schneider, M, Schöttker, B, Schutte, A, Schwebel, D, Schwendicke, F, Seedat, S, Sepanlou, S, Servan-Mori, E, Shackelford, K, Shaheen, A, Shahraz, S, Shaikh, M, Shamsipour, M, Shamsizadeh, M, Islam, S, Sharma, J, Sharma, R, She, J, Shi, P, Shibuya, K, Shields, C, Shiferaw, M, Shigematsu, M, Shin, M, Shiri, R, Shirkoohi, R, Shishani, K, Shoman, H, Shrime, M, Silberberg, D, Silva, D, Silva, J, Silveira, D, Singh, J, Singh, V, Sinha, D, Skiadaresi, E, Slepak, E, Sligar, A, Smith, A, Smith, D, Smith, M, Sobaih, B, Sobngwi, E, Soljak, M, Soneji, S, Sorensen, R, Sposato, L, Sreeramareddy, C, Srinivasan, V, Stanaway, J, Stein, D, Steiner, C, Steinke, S, Stokes, M, Strub, B, Sufiyan, M, Abdulkader, R, Sunguya, B, Sur, P, Swaminathan, S, Sykes, B, Sylte, D, Szoeke, C, Tabarés-Seisdedos, R, Tadakamadla, S, Tandon, N, Tao, T, Tarekegn, Y, Tavakkoli, M, Taveira, N, Tegegne, T, Shifa, G, Terkawi, A, Tessema, G, Thakur, J, Thankappan, K, Thrift, A, Tiruye, T, Tobe-Gai, R, Topor-Madry, R, Torre, A, Tortajada, M, Tran, B, Troeger, C, Truelsen, T, Tsoi, D, Tuem, K, Tuzcu, E, Tyrovolas, S, Ukwaja, K, Uneke, C, Updike, R, Uthman, O, Van Boven, J, Van Donkelaar, A, Varughese, S, Vasankari, T, Venketasubramanian, N, Vidavalur, R, Violante, F, Vladimirov, S, Vlassov, V, Vollset, S, Vos, T, Wadilo, F, Wakayo, T, Wallin, M, Wang, Y, Weichenthal, S, Weiderpass, E, Weintraub, R, Weiss, D, Werdecker, A, Westerman, R, Whiteford, H, Wijeratne, T, Wiysonge, C, Woldeyes, B, Wolfe, C, Woodbrook, R, Xavier, D, Xu, G, Yadgir, S, Yakob, B, Yan, L, Yano, Y, Yaseri, M, Ye, P, Yimam, H, Yip, P, Yonemoto, N, Yoon, S, Yotebieng, M, Younis, M, Zaidi, Z, El Sayed Zaki, M, Zavala-Arciniega, L, Zhang, X, Zipkin, B, Zodpey, S, Lim, S, and Murray, C

Subjects
Adult, Male, Adolescent, DEVELOPMENT ASSISTANCE, Global Health, projection indicators to 2030, CHINA, Global Burden of Disease, Health Statu, MEXICO, Noncommunicable Disease, Young Adult, SYSTEMS, Quality-Adjusted Life Year, General & Internal Medicine, Infant Mortality, Medicine and Health Sciences, Conservation of Natural Resource, gains and gaps for the health-related SDGs,annualized rates of change, projection indicators to 2030, Health Status Indicator, annualized rates of change, Child, Medicine (all), MORTALITY, Infant, Newborn, Infant, Child Abuse, Sexual, Middle Aged, PREPAID PRIVATE, CARE, COVERAGE, Sex Offense, Child, Preschool, Female, 40-PERCENT, GOVERNMENT, gains and gaps for the health-related SDGs, Human
Abstract

Background The UN's Sustainable Development Goals (SDGs) are grounded in the global ambition of "leaving no one behind". Understanding today's gains and gaps for the health-related SDGs is essential for decision makers as they aim to improve the health of populations. As part of the Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016), we measured 37 of the 50 health-related SDG indicators over the period 1990-2016 for 188 countries, and then on the basis of these past trends, we projected indicators to 2030. Methods We used standardised GBD 2016 methods to measure 37 health-related indicators from 1990 to 2016, an increase of four indicators since GBD 2015. We substantially revised the universal health coverage (UHC) measure, which focuses on coverage of essential health services, to also represent personal health-care access and quality for several non-communicable diseases. We transformed each indicator on a scale of 0-100, with 0 as the 2.5th percentile estimated between 1990 and 2030, and 100 as the 97.5th percentile during that time. An index representing all 37 health-related SDG indicators was constructed by taking the geometric mean of scaled indicators by target. On the basis of past trends, we produced projections of indicator values, using a weighted average of the indicator and country-specific annualised rates of change from 1990 to 2016 with weights for each annual rate of change based on out-of-sample validity. 24 of the currently measured health-related SDG indicators have defined SDG targets, against which we assessed attainment. Findings Globally, the median health-related SDG index was 56.7 (IQR 31.9-66.8) in 2016 and country-level performance markedly varied, with Singapore (86.8, 95% uncertainty interval 84.6-88.9), Iceland (86.0, 84.1-87.6), and Sweden (85.6, 81.8-87.8) having the highest levels in 2016 and Afghanistan (10.9, 9.6-11.9), the Central African Republic (11.0, 8.8-13.8), and Somalia (11.3, 9.5-13.1) recording the lowest. Between 2000 and 2016, notable improvements in the UHC index were achieved by several countries, including Cambodia, Rwanda, Equatorial Guinea, Laos, Turkey, and China; however, a number of countries, such as Lesotho and the Central African Republic, but also high-income countries, such as the USA, showed minimal gains. Based on projections of past trends, the median number of SDG targets attained in 2030 was five (IQR 2-8) of the 24 defined targets currently measured. Globally, projected target attainment considerably varied by SDG indicator, ranging from more than 60% of countries projected to reach targets for under-5 mortality, neonatal mortality, maternal mortality ratio, and malaria, to less than 5% of countries projected to achieve targets linked to 11 indicator targets, including those for childhood overweight, tuberculosis, and road injury mortality. For several of the health-related SDGs, meeting defined targets hinges upon substantially faster progress than what most countries have achieved in the past. Interpretation GBD 2016 provides an updated and expanded evidence base on where the world currently stands in terms of the health-related SDGs. Our improved measure of UHC offers a basis to monitor the expansion of health services necessary to meet the SDGs. Based on past rates of progress, many places are facing challenges in meeting defined health-related SDG targets, particularly among countries that are the worst off. In view of the early stages of SDG implementation, however, opportunity remains to take actions to accelerate progress, as shown by the catalytic effects of adopting the Millennium Development Goals after 2000. With the SDGs' broader, bolder development agenda, multisectoral commitments and investments are vital to make the health-related SDGs within reach of all populations. Copyright The Authors. Published by Elsevier Ltd. This is an Open Access article published under the CC BY 4.0 license.

Published
2017
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13. Measuring the health-related Sustainable Development Goals in 188 countries: a baseline analysis from the Global Burden of Disease Study 2015

Author

Lim, Stephen S, Allen, Kate, Bhutta, Zulfiqar A, Dandona, Lalit, Forouzanfar, Mohammad H, Fullman, Nancy, Gething, Peter W, Goldberg, Ellen M, Hay, Simon I, Holmberg, Mollie, Kinfu, Yohannes, Kutz, Michael J, Larson, Heidi J, Liang, Xiaofeng, Lopez, Alan D, Lozano, Rafael, McNellan, Claire R, Mokdad, Ali H, Mooney, Meghan D, Naghavi, Mohsen, Olsen, Helen E, Pigott, David M, Salomon, Joshua A, Vos, Theo, Wang, Haidong, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulle, Abdishakur M, Abraham, Biju, Abubakar, Ibrahim, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen ME, Abyu, Gebre Yitayih, Achoki, Tom, Adebiyi, Akindele Olupelumi, Adedeji, Isaac Akinkunmi, Afanvi, Kossivi Agbelenko, Afshin, Ashkan, Agarwal, Arnav, Agrawal, Anurag, Kiadaliri, Aliasghar Ahmad, Ahmadieh, Hamid, Ahmed, Kedir Yimam, Akanda, Ali Shafqat, Akinyemi, Rufus Olusola, Akinyemiju, Tomi F, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Uzma, Alasfoor, Deena, AlBuhairan, Fadia S, Aldhahri, Saleh Fahed, Aldridge, Robert William, Alemu, Zewdie Aderaw, Ali, Raghib, Alkerwi, Ala'a, Alkhateeb, Mohammad AB, Alla, Francois, Allebeck, Peter, Allen, Christine, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Martin, Elena Alvarez, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amberbir, Alemayehu, Amegah, Adeladza Kofi, Amini, Heresh, Ammar, Walid, Amrock, Stephen Marc, Andersen, Hjalte H, Anderson, Benjamin O, Anderson, Gregory M, Antonio, Carl Abelardo T, Anwari, Palwasha, Arnlov, Johan, Artaman, Al, Asayesh, Hamid, Asghar, Rana Jawad, Atique, Suleman, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Quintanilla, Beatriz Paulina Ayala, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Barac, Aleksandra, Barber, Ryan, Barker-Collo, Suzanne L, Barnighausen, Till, Barrero, Lope H, Barrientos-Gutierrez, Tonatiuh, Basu, Sanjay, Bayou, Tigist Assefa, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Bejot, Yannick, Bell, Michelle L, Bello, Aminu K, Bennett, Derrick A, Bensenor, Isabela M, Benzian, Habib, Berhane, Adugnaw, Bernabe, Eduardo, Bernal, Oscar Alberto, Betsu, Balem Demtsu, Beyene, Addisu Shunu, Bhala, Neeraj, Bhatt, Samir, Biadgilign, Sibhatu, Bienhoff, Kelly A, Bikbov, Boris, Binagwaho, Agnes, Bisanzio, Donal, Bjertness, Espen, Blore, Jed, Bourne, Rupert RA, Brainin, Michael, Brauer, Michael, Brazinova, Alexandra, Breitborde, Nicholas JK, Broday, David M, Brugha, Traolach S, Buchbinder, Rachelle, Butt, Zahid A, Cahill, Leah E, Campos-Nonato, Ismael Ricardo, Campuzano, Julio Cesar, Carabin, Helene, Cardenas, Rosario, Carrero, Juan Jesus, Carter, Austin, Casey, Daniel, Caso, Valeria, Castaneda-Orjuela, Carlos A, Castillo Rivas, Jacqueline, Catala-Lopez, Ferran, Cavalleri, Fiorella, Cecilio, Pedro, Chang, Hsing-Yi, Chang, Jung-Chen, Charlson, Fiona J, Che, Xuan, Chen, Alan Zian, Chiang, Peggy Pei-Chia, Chibalabala, Mirriam, Chisumpa, Vesper Hichilombwe, Choi, Jee-Young Jasmine, Chowdhury, Rajiv, Christensen, Hanne, Ciobanu, Liliana G, Cirillo, Massimo, Coates, Matthew M, Coggeshall, Megan, Cohen, Aaron J, Cooke, Graham S, Cooper, Cyrus, Cooper, Leslie Trumbull, Cowie, Benjamin C, Crump, John A, Damtew, Solomon Abrha, Dandona, Rakhi, Dargan, Paul I, das Neves, Jose, Davis, Adrian C, Davletov, Kairat, de Castro, E Filipa, De Leo, Diego, Degenhardt, Louisa, Del Gobbo, Liana C, Deribe, Kebede, Derrett, Sarah, Jarlais, Don C Des, Deshpande, Aniruddha, Deveber, Gabrielle A, Dey, Subhojit, Dharmaratne, Samath D, Dhillon, Preet K, Ding, Eric L, Dorsey, E Ray, Doyle, Kerrie E, Driscoll, Tim R, Duan, Leilei, Dubey, Manisha, Duncan, Bruce Bartholow, Ebrahimi, Hedyeh, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E, Eshrati, Babak, Esteghamati, Alireza, Fahimi, Saman, Farid, Talha A, Sofia e Sa Farinha, Carla, Faro, Andre, Farvid, Maryam S, Farzadfar, Farshad, Feigin, Valery L, Mendonca Felicio, Manuela, Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G, Fernandes, Joao C, Ferrari, Alize J, Fischer, Florian, Fitchett, Joseph RA, Fitzmaurice, Christina, Foigt, Nataliya, Foreman, Kyle, Fowkes, F Gerry R, Franca, Elisabeth Barboza, Franklin, Richard C, Fraser, Maya, Friedman, Joseph, Frostad, Joseph, Furst, Thomas, Gabbe, Belinda, Garcia-Basteiro, Alberto L, Gebre, Teshome, Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Gebru, Alemseged Aregay, Gessner, Bradford D, Gillum, Richard F, Ginawi, Ibrahim Abdelmageem Mohamed, Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Giussani, Giorgia, Godwin, William, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Gotay, Carolyn C, Goto, Atsushi, Gouda, Hebe N, Graetz, Nicholas, Greenwell, Karen Fern, Griswold, Max, Gugnani, Harish, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gupta, Vipin, Gutierrez, Reyna A, Gyawali, Bishal, Haagsma, Juanita A, Haakenstad, Annie, Hafezi-Nejad, Nima, Haile, Demewoz, Hailu, Gessessew Bugssa, Halasa, Yara A, Hamadeh, Randah Ribhi, Hamidi, Samer, Hammami, Mouhanad, Hankey, Graeme J, Harb, Hilda L, Haro, Josep Maria, Hassanvand, Mohammad Sadegh, Havmoeller, Rasmus, Heredia-Pi, Ileana Beatriz, Hoek, Hans W, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hoy, Damian G, Htet, Aung Soe, Hu, Guoqing, Huang, Hsiang, Iburg, Kim Moesgaard, Idrisov, Bulat T, Inoue, Manami, Islami, Farhad, Jacobs, Troy A, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, James, Peter, Jansen, Henrica AFM, Javanbakht, Mehdi, Jayaraman, Sudha P, Jayatilleke, Achala Upendra, Jee, Sun Ha, Jeemon, Panniyammakal, Jha, Vivekanand, Jiang, Ying, Jibat, Tariku, Jin, Ye, Jonas, Jost B, Kabir, Zubair, Kalkonde, Yogeshwar, Kamal, Ritul, Kan, Haidong, Kandel, Amit, Karch, Andre, Karema, Corine Kakizi, Karimkhani, Chante, Karunapema, Palitha, Kasaeian, Amir, Kassebaum, Nicholas J, Kaul, Anil, Kawakami, Norito, Kayibanda, Jeanne Francoise, Keiyoro, Peter Njenga, Kemmer, Laura, Kemp, Andrew Haddon, Kengne, Andre Pascal, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khan, Gulfaraz, Khang, Young-Ho, Khoja, Tawfi K Ahmed Muthafer, Khosravi, Ardeshir, Khubchandani, Jagdish, Kieling, Christian, Kim, Cho-Il, Kim, Daniel, Kim, Sungroul, Kim, Yun Jin, Kimokoti, Ruth W, Kissoon, Niranjan, Kivipelto, Miia, Knibbs, Luke D, Kokubo, Yoshihiro, Kolte, Dhaval, Kosen, Soewarta, Kotsakis, Georgios A, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Krueger, Hans, Defo, Barthelemy Kuate, Kuchenbecker, Ricardo S, Kuipers, Ernst J, Kulikoff, Xie Rachel, Kulkarni, Veena S, Kumar, G Anil, Kwan, Gene F, Kyu, Hmwe H, Lal, Aparna, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lam, Hilton, Lan, Qing, Langan, Sinead M, Larsson, Anders, Laryea, Dennis Odai, Latif, Asma Abdul, Leasher, Janet L, Leigh, James, Leinsalu, Mall, Leung, Janni, Leung, Ricky, Levi, Miriam, Li, Yichong, Li, Yongmei, Lind, Margaret, Linn, Shai, Lipshultz, Steven E, Liu, Patrick Y, Liu, Shiwei, Liu, Yang, Lloyd, Belinda K, Lo, Loon-Tzian, Logroscino, Giancarlo, Lotufo, Paulo A, Lucas, Robyn M, Lunevicius, Raimundas, Abd El Razek, Mohammed Magdy, Magis-Rodriguez, Carlos, Mahdavi, Mahdi, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Malta, Deborah Carvalho, Mapoma, Chabila C, Margolis, David Joel, Martin, Randall V, Martinez-Raga, Jose, Masiye, Felix, Mason-Jones, Amanda J, Massano, Joao, Matzopoulos, Richard, Mayosi, Bongani M, McGrath, John J, Mckee, Martin, Meaney, Peter A, Mehari, Alem, Mekonnen, Alemayehu B, Melaku, Yohannes Adama, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Mensink, Gert BM, Meretoja, Atte, Meretoja, Tuomo J, Mesfin, Yonatan Moges, Mhimbira, Francis Apolinary, Micha, Renata, Miller, Ted R, Mills, Edward J, Mirarefi, Mojde, Misganaw, Awoke, Mitchell, Philip B, Mock, Charles N, Mohammadi, Alireza, Mohammed, Shafi U, Monasta, Lorenzo, De la Cruz Monis, Jonathan, Montanez Hernandez, Julio Cesar, Montico, Marcella, Moradi-Lakeh, Maziar, 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Joao Mario, Pereira, David M, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Piel, Frederic B, Pillay, Julian David, Pinho, Christine, Pishgar, Farhad, Polinder, Suzanne, Poulton, Richie G, Pourmalek, Farshad, Qorbani, Mostafa, Rabiee, Rynaz HS, Radfar, Amir, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Rajesh Kumar, Rajsic, Sasa, Raju, Murugesan, Ram, Usha, Rana, Saleem M, Ranabhat, Chhabi Lal, Ranganathan, Kavitha, Rao, Puja C, Refaat, Amany H, Reitsma, Marissa B, Remuzzi, Giuseppe, Resnikoff, Serge, Ribeiro, Antonio L, Rios Blancas, Maria Jesus, Roba, Hirbo Shore, Roberts, Bayard, Rodriguez, Alina, Rojas-Rueda, David, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Rothenbacher, Dietrich, Roy, Ambuj, Roy, Nobhojit, Sackey, Ben Benasco, Sagar, Rajesh, Saleh, Muhammad Muhammad, Sanabria, Juan R, Santos, Joao Vasco, Santomauro, Damian F, Santos, Itamar S, Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Sawyer, Susan M, Schmidhuber, Josef, Schmidt, Maria Ines, Schneider, Ione JC, Schutte, Aletta E, Schwebel, David C, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shackelford, Katya, Shaheen, Amira, Shaikh, Masood Ali, Levy, Teresa Shamah, Sharma, Rajesh, She, Jun, Sheikhbahaei, Sara, Shen, Jiabin, Sheth, Kevin N, Shey, Muki, Shi, Peilin, Shibuya, Kenji, Shigematsu, Mika, Shin, Min-Jeong, Shiri, Rahman, Shishani, Kawkab, Shiue, Ivy, Sigfusdottir, Inga Dora, Silpakit, Naris, Santos Silva, Diego Augusto, Silverberg, Jonathan I, Simard, Edgar P, Sindi, Shireen, Singh, Abhishek, Singh, Gitanjali M, Singh, Jasvinder A, Singh, Om Prakash, Singh, Prashant Kumar, Skirbekk, Vegard, Sligar, Amber, Soneji, Samir, Soreide, Kjetil, Sorensen, Reed JD, Soriano, Joan B, Soshnikov, Sergey, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Stahl, Hans-Christian, Stanaway, Jeff rey D, Stathopoulou, Vasiliki, Steckling, Nadine, Steel, 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Lalit, Dandona, Mohammad H., Forouzanfar, Nancy, Fullman, Peter W., Gething, Ellen M., Goldberg, Simon I., Hay, Mollie, Holmberg, Yohannes, Kinfu, Michael J., Kutz, Heidi J., Larson, Xiaofeng, Liang, Alan D., Lopez, Rafael, Lozano, Claire R., Mcnellan, Ali H., Mokdad, Meghan D., Mooney, Mohsen, Naghavi, Helen E., Olsen, David M., Pigott, Joshua A., Salomon, Theo, Vo, Haidong, Wang, Amanuel Alemu, Abajobir, Kalkidan Hassen, Abate, Cristiana, Abbafati, Kaja M., Abba, Foad Abd, Allah, Abdishakur M., Abdulle, Biju, Abraham, Ibrahim, Abubakar, Laith J., Abu Raddad, Niveen M. E., Abu Rmeileh, Gebre Yitayih, Abyu, Tom, Achoki, Akindele Olupelumi, Adebiyi, Isaac Akinkunmi, Adedeji, Kossivi Agbelenko, Afanvi, Ashkan, Afshin, Arnav, Agarwal, Anurag, Agrawal, Aliasghar Ahmad, Kiadaliri, Hamid, Ahmadieh, Kedir Yimam, Ahmed, Ali Shafqat, Akanda, Rufus Olusola, Akinyemi, Tomi F., Akinyemiju, Nadia, Akseer, Ziyad Al, Aly, Khurshid, Alam, Uzma, Alam, Deena, Alasfoor, Fadia S., Albuhairan, Saleh Fahed, Aldhahri, Robert William, Aldridge, Zewdie Aderaw, Alemu, Raghib, Ali, Ala’A, Alkerwi, Mohammad AB, Alkhateeb, François, Alla, Peter, Allebeck, Christine, Allen, Rajaa Al, Raddadi, Khalid A., Altirkawi, Elena Alvarez, Martin, Nelson Alvis, Guzman, Azmeraw T., Amare, Alemayehu, Amberbir, Adeladza Kofi, Amegah, Heresh, Amini, Walid, Ammar, Stephen Marc, Amrock, Hjalte H., Andersen, Benjamin O., Anderson, Gregory M., Anderson, Carl Abelardo T., Antonio, Palwasha, Anwari, Johan, Ärnlöv, Al, Artaman, Hamid, Asayesh, Rana Jawad, Asghar, Suleman, Atique, Euripide Frinel G., Arthur Avokpaho, Ashish, Awasthi, Beatriz Paulina Ayala, Quintanilla, Peter, Azzopardi, Umar, Bacha, Alaa, Badawi, Kalpana, Balakrishnan, Amitava, Banerjee, Aleksandra, Barac, Ryan, Barber, Suzanne L., Barker Collo, Till, Bärnighausen, Lope H., Barrero, Tonatiuh Barrientos, Gutierrez, Sanjay, Basu, Tigist Assefa, Bayou, Shahrzad Bazargan, Hejazi, Justin, Beardsley, Neeraj, Bedi, Ettore, Beghi, Yannick, Béjot, Michelle L., Bell, Aminu K., Bello, Derrick A., Bennett, Isabela M., Bensenor, Habib, Benzian, Adugnaw, Berhane, Eduardo, Bernabé, Oscar Alberto, Bernal, Balem Demtsu, Betsu, Addisu Shunu, Beyene, Neeraj, Bhala, Samir, Bhatt, Sibhatu, Biadgilign, Kelly A., Bienhoff, Boris, Bikbov, Agnes, Binagwaho, Donal, Bisanzio, Espen, Bjertne, Jed, Blore, Rupert R. A., Bourne, Michael, Brainin, Michael, Brauer, Alexandra, Brazinova, Nicholas J. K., Breitborde, David M., Broday, Traolach S., Brugha, Rachelle, Buchbinder, Zahid A., Butt, Leah E., Cahill, Ismael Ricardo Campos, Nonato, Julio Cesar, Campuzano, Hélène, Carabin, Rosario, Cárdena, Juan Jesus, Carrero, Austin, Carter, Daniel, Casey, Valeria, Caso, Carlos A., Castañeda Orjuela, Jacqueline Castillo, Riva, Ferrán Catalá, López, Fiorella, Cavalleri, Pedro, Cecílio, Hsing Yi, Chang, Jung Chen, Chang, Fiona J., Charlson, Xuan, Che, Alan Zian, Chen, Peggy Pei Chia, Chiang, Mirriam, Chibalabala, Vesper Hichilombwe, Chisumpa, Jee Young Jasmine, Choi, Rajiv, Chowdhury, Hanne, Christensen, Liliana G., Ciobanu, Cirillo, Massimo, Matthew M., Coate, Megan, Coggeshall, Aaron J., Cohen, Graham S., Cooke, Cyrus, Cooper, Leslie Trumbull, Cooper, Benjamin C., Cowie, John A., Crump, Solomon Abrha, Damtew, Rakhi, Dandona, Paul I., Dargan, José das, Neve, Adrian C., Davi, Kairat, Davletov, E., Filipa de Castro, Diego De, Leo, Louisa, Degenhardt, Liana C., Del Gobbo, Kebede, Deribe, Sarah, Derrett, Don C., Des Jarlai, Aniruddha, Deshpande, Gabrielle A., Deveber, Subhojit, Dey, Samath D., Dharmaratne, Preet K., Dhillon, Eric L., Ding, E., Ray Dorsey, Kerrie E., Doyle, Tim R., Driscoll, Leilei, Duan, Manisha, Dubey, Bruce Bartholow, Duncan, Hedyeh, Ebrahimi, Aman Yesuf, Endrie, Sergey Petrovich, Ermakov, Holly E., Erskine, Babak, Eshrati, Alireza, Esteghamati, Saman, Fahimi, Talha A., Farid, Carla Sofi a. e., Sa Farinha, André, Faro, Maryam S., Farvid, Farshad, Farzadfar, Valery L., Feigin, Manuela Mendonca, Felicio, Seyed Mohammad, Fereshtehnejad, Jefferson G., Fernande, Joao C., Fernande, Alize J., Ferrari, Florian, Fischer, Joseph R. 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F. M., Jansen, Mehdi, Javanbakht, Achala Upendra, Jayatilleke, Sun Ha, Jee, Panniyammakal, Jeemon, Vivekanand, Jha, Ying, Jiang, Tariku, Jibat, Ye, Jin, Jost B., Jona, Zubair, Kabir, Yogeshwar, Kalkonde, Ritul, Kamal, Haidong, Kan, Amit, Kandel, André, Karch, Corine Kakizi, Karema, Chante, Karimkhani, Palitha, Karunapema, Amir, Kasaeian, Nicholas J., Kassebaum, Anil, Kaul, Norito, Kawakami, Jeanne Françoise, Kayibanda, Peter Njenga, Keiyoro, Laura, Kemmer, Andrew Haddon, Kemp, Andre Pascal, Kengne, Andre, Keren, Chandrasekharan Nair, Kesavachandran, Yousef Saleh, Khader, Abdur Rahman, Khan, Ejaz Ahmad, Khan, Gulfaraz, Khan, Young Ho, Khang, Tawfi k., Ahmed Muthafer Khoja, Ardeshir, Khosravi, Jagdish, Khubchandani, Christian, Kieling, Cho il, Kim, Daniel, Kim, Sungroul, Kim, Yun Jin, Kim, Ruth W., Kimokoti, Niranjan, Kissoon, Miia, Kivipelto, Luke D., Knibb, Yoshihiro, Kokubo, Dhaval, Kolte, Soewarta, Kosen, Georgios A., Kotsaki, Parvaiz A., Koul, Ai, Koyanagi, Michael, Kravchenko, Hans, Krueger, Barthelemy Kuate, Defo, Ricardo S., Kuchenbecker, Ernst J., Kuiper, Xie Rachel, Kulikoff, Veena S., Kulkarni, G., Anil Kumar, Gene F., Kwan, Hmwe H., Kyu, Aparna, Lal, Dharmesh Kumar, Lal, Ratilal, Lalloo, Hilton, Lam, Qing, Lan, Sinead M., Langan, Anders, Larsson, Dennis Odai, Laryea, Asma Abdul, Latif, Janet L., Leasher, James, Leigh, Mall, Leinsalu, Janni, Leung, Ricky, Leung, Miriam, Levi, Yichong, Li, Yongmei, Li, Margaret, Lind, Shai, Linn, Steven E., Lipshultz, Patrick Y., Liu, Shiwei, Liu, Yang, Liu, Belinda K., Lloyd, Loon Tzian, Lo, Giancarlo, Logroscino, Paulo A., Lotufo, Robyn M., Luca, Raimundas, Luneviciu, Mohammed Magdy Abd El, Razek, Carlos Magis, Rodriguez, Mahdi, Mahdavi, Marek, Majdan, Azeem, Majeed, Reza, Malekzadeh, Deborah Carvalho, Malta, Chabila C., Mapoma, David Joel, Margoli, Randall V., Martin, Jose Martinez, Raga, Felix, Masiye, Amanda J., Mason Jone, João, Massano, Richard, Matzopoulo, Bongani M., Mayosi, John J., Mcgrath, Martin, Mckee, Peter A., Meaney, Alem, Mehari, Alemayehu B., Mekonnen, Yohannes Adama, Melaku, Peter, Memiah, Ziad A., Memish, Walter, Mendoza, Gert B. M., Mensink, Atte, Meretoja, Tuomo J., Meretoja, Yonatan Moges Mesfi, N, Francis Apolinary, Mhimbira, Renata, Micha, Ted R., Miller, Edward J., Mill, Mojde Mirarefi, N, Awoke, Misganaw, Philip B., Mitchell, Charles N., Mock, Alireza, Mohammadi, Shafi u., Mohammed, Lorenzo, Monasta, Jonathan de la Cruz, Moni, Julio Cesar Montañez, Hernandez, Marcella, Montico, Maziar Moradi, Lakeh, Lidia, Morawska, Rintaro, Mori, Ulrich O., Mueller, Michele E., Murdoch, Brighton, Murimira, Joseph, Murray, Gudlavalleti Venkata Satyanarayana, Murthy, Srinivas, Murthy, Kamarul Imran, Musa, Jean B., Nachega, Gabriele, Nagel, Kovin S., Naidoo, Luigi, Naldi, Vinay, Nangia, Bruce, Neal, Chakib, Nejjari, Charles R., Newton, John N., Newton, Frida Namnyak, Ngalesoni, Peter, Nguhiu, Grant, Nguyen, Quyen Le, Nguyen, Muhammad Imran, Nisar, Patrick Martial Nkamedjie, Pete, Sandra, Nolte, Marika, Nomura, Ole F., Norheim, Bo, Norrving, Carla Makhlouf, Obermeyer, Felix Akpojene, Ogbo, In Hwan, Oh, Olanrewaju, Oladimeji, Pedro R., Olivare, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Olusanya, John Nelson, Opio, Eyal, Oren, Alberto, Ortiz, Richard H., Osborne, Erika, Ota, Mayowa O., Owolabi, Mahesh, Pa, Eun Kee, Park, Hye Youn, Park, Charles D., Parry, Mahboubeh, Parsaeian, Tejas, Patel, Vikram, Patel, Angel J., Paternina Caicedo, Snehal T., Patil, Scott B., Patten, George C., Patton, Deepak, Paudel, João Mário, Pedro, David M., Pereira, Norberto, Perico, Konrad, Pesudov, Max, Petzold, Michael Robert, Phillip, Frédéric B., Piel, Julian David, Pillay, Christine, Pinho, Farhad, Pishgar, Suzanne, Polinder, Richie G., Poulton, Farshad, Pourmalek, Mostafa, Qorbani, Rynaz H. S., Rabiee, Amir, Radfar, Vafa Rahimi, Movaghar, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rahman, Rajesh Kumar, Rai, Sasa, Rajsic, Murugesan, Raju, Usha, Ram, Saleem M., Rana, Chhabi Lal, Ranabhat, Kavitha, Ranganathan, Puja C., Rao, Amany H., Refaat, Marissa B., Reitsma, Giuseppe, Remuzzi, Serge, Resnikoff, Antonio L., Ribeiro, Maria Jesus Rios, Blanca, Hirbo Shore, Roba, Bayard, Robert, Alina, Rodriguez, David Rojas, Rueda, Luca, Ronfani, Gholamreza, Roshandel, Gregory A., Roth, Dietrich, Rothenbacher, Ambuj, Roy, Nobhojit, Roy, Ben Benasco, Sackey, Rajesh, Sagar, Muhammad Muhammad, Saleh, Juan R., Sanabria, Damian F., Santomauro, Itamar S., Santo, Rodrigo Sarmiento, Suarez, Benn, Sartoriu, Maheswar, Satpathy, Miloje, Savic, Monika, Sawhney, Susan M., Sawyer, Josef, Schmidhuber, Maria Inês, Schmidt, Ione J. C., Schneider, Aletta E., Schutte, David C., Schwebel, Soraya, Seedat, Sadaf G., Sepanlou, Edson E., Servan Mori, Katya, Shackelford, Amira, Shaheen, Masood Ali, Shaikh, Teresa Shamah, Levy, Rajesh, Sharma, Jun, She, Sara, Sheikhbahaei, Jiabin, Shen, Kevin N., Sheth, Muki, Shey, Peilin, Shi, Kenji, Shibuya, Mika, Shigematsu, Min Jeong, Shin, Rahman, Shiri, Kawkab, Shishani, Ivy, Shiue, Inga Dora, Sigfusdottir, Naris, Silpakit, Diego Augusto Santos, Silva, Jonathan I., Silverberg, Edgar P., Simard, Shireen, Sindi, Abhishek, Singh, Gitanjali M., Singh, Jasvinder A., Singh, Om Prakash, Singh, Prashant Kumar, Singh, Vegard, Skirbekk, Amber, Sligar, Samir, Soneji, Kjetil, Søreide, Reed J. D., Sorensen, Joan B., Soriano, Sergey, Soshnikov, Luciano A., Sposato, Chandrashekhar T., Sreeramareddy, Hans Christian, Stahl, Jeff rey D., Stanaway, Vasiliki, Stathopoulou, Nadine, Steckling, Nicholas, Steel, Dan J., Stein, Caitlyn, Steiner, Heidi, Stöckl, Saverio, Strange, Mark, Strong, Jiandong, Sun, Bruno F., Sunguya, Patrick, Sur, Soumya, Swaminathan, Bryan L., Syke, Cassandra E. I., Szoeke, Rafael Tabarés, Seisdedo, Karen M., Tabb, Roberto Tchio, Talongwa, Mohammed Rasoul, Tarawneh, Mohammad, Tavakkoli, Bineyam, Taye, Hugh R., Taylor, Bemnet Amare, Tedla, Worku, Tefera, Teketo Kassaw, Tegegne, Dejen Yemane, Tekle, Girma Temam, Shifa, Abdullah Sulieman, Terkawi, Gizachew Assefa, Tessema, J. S., Thakur, Alan J., Thomson, Andrew L., Thorne Lyman, Amanda G., Thrift, George D., Thurston, Taavi, Tillmann, Ruoyan Tobe, Gai, Marcello, Tonelli, Roman Topor, Madry, Fotis, Topouzi, Bach Xuan, Tran, Zacharie Tsala, Dimbuene, Abera Kenay, Tura, Emin Murat, Tuzcu, Stefanos, Tyrovola, Kingsley Nnanna, Ukwaja, Eduardo A., Undurraga, Chigozie Jesse, Uneke, Olalekan A., Uthman, Aaron van, Donkelaar, Yuri Y., Varakin, Tommi, Vasankari, Ana Maria Nogales, Vasconcelo, J., Lennert Veerman, Narayanaswamy, Venketasubramanian, Raj Kumar, Verma, Francesco S., Violante, Vasiliy Victorovich, Vlassov, Patricia, Volkow, Stein Emil, Vollset, Gregory R., Wagner, Mitchell T., Wallin, Linhong, Wang, Valentine, Wanga, David A., Watkin, Scott, Weichenthal, Elisabete, Weiderpa, Robert G., Weintraub, Daniel J., Wei, Andrea, Werdecker, Ronny, Westerman, Harvey A., Whiteford, James D., Wilkinson, Charles Shey, Wiysonge, Charles D. A., Wolfe, Ingrid, Wolfe, Sungho, Won, Anthony D., Woolf, Shimelash Bitew, Workie, Mamo, Wubshet, Gelin, Xu, Ajit Kumar, Yadav, Bereket, Yakob, Ayalnesh Zemene, Yalew, Lijing L., Yan, Yuichiro, Yano, Mehdi, Yaseri, Pengpeng, Ye, Paul, Yip, Naohiro, Yonemoto, Seok Jun, Yoon, Mustafa Z., Youni, Chuanhua, Yu, Zoubida, Zaidi, Maysaa El Sayed, Zaki, Carlos Zambrana, Torrelio, Tomas, Zapata, Elias Asfaw, Zegeye, Yi, Zhao, Maigeng, Zhou, Sanjay, Zodpey, David, Zonie, Christopher J. L., Murray, Lim, Stephen S, Allen, Kate, Bhutta, Zulfiqar A, Dandona, Lalit, Forouzanfar, Mohammad H, Fullman, Nancy, Gething, Peter W, Goldberg, Ellen M, Hay, Simon I, Holmberg, Mollie, Kinfu, Yohanne, Kutz, Michael J, Larson, Heidi J, Liang, Xiaofeng, Lopez, Alan D, Lozano, Rafael, Mcnellan, Claire R, Mokdad, Ali H, Mooney, Meghan D, Naghavi, Mohsen, Olsen, Helen E, Pigott, David M, Salomon, Joshua A, Vos, Theo, Wang, Haidong, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulle, Abdishakur M, Abraham, Biju, Abubakar, Ibrahim, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen M E, Abyu, Gebre Yitayih, Achoki, Tom, Adebiyi, Akindele Olupelumi, Adedeji, Isaac Akinkunmi, Afanvi, Kossivi Agbelenko, Afshin, Ashkan, Agarwal, Arnav, Agrawal, Anurag, Kiadaliri, Aliasghar Ahmad, Ahmadieh, Hamid, Ahmed, Kedir Yimam, Akanda, Ali Shafqat, Akinyemi, Rufus Olusola, Akinyemiju, Tomi F, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Uzma, Alasfoor, Deena, Albuhairan, Fadia S, Aldhahri, Saleh Fahed, Aldridge, Robert William, Alemu, Zewdie Aderaw, Ali, Raghib, Alkerwi, Ala'A, Alkhateeb, Mohammad AB, Alla, Françoi, Allebeck, Peter, Allen, Christine, Al-Raddadi, Rajaa, Altirkawi, Khalid A, Martin, Elena Alvarez, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amberbir, Alemayehu, Amegah, Adeladza Kofi, Amini, Heresh, Ammar, Walid, Amrock, Stephen Marc, Andersen, Hjalte H, Anderson, Benjamin O, Anderson, Gregory M, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Artaman, Al, Asayesh, Hamid, Asghar, Rana Jawad, Atique, Suleman, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Quintanilla, Beatriz Paulina Ayala, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Barac, Aleksandra, Barber, Ryan, Barker-Collo, Suzanne L, Bärnighausen, Till, Barrero, Lope H, Barrientos-Gutierrez, Tonatiuh, Basu, Sanjay, Bayou, Tigist Assefa, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Béjot, Yannick, Bell, Michelle L, Bello, Aminu K, Bennett, Derrick A, Bensenor, Isabela M, Benzian, Habib, Berhane, Adugnaw, Bernabé, Eduardo, Bernal, Oscar Alberto, Betsu, Balem Demtsu, Beyene, Addisu Shunu, Bhala, Neeraj, Bhatt, Samir, Biadgilign, Sibhatu, Bienhoff, Kelly A, Bikbov, Bori, Binagwaho, Agne, Bisanzio, Donal, Bjertness, Espen, Blore, Jed, Bourne, Rupert R A, Brainin, Michael, Brauer, Michael, Brazinova, Alexandra, Breitborde, Nicholas J K, Broday, David M, Brugha, Traolach S, Buchbinder, Rachelle, Butt, Zahid A, Cahill, Leah E, Campos-Nonato, Ismael Ricardo, Campuzano, Julio Cesar, Carabin, Hélène, Cárdenas, Rosario, Carrero, Juan Jesu, Carter, Austin, Casey, Daniel, Caso, Valeria, Castañeda-Orjuela, Carlos A, Rivas, Jacqueline Castillo, Catalá-López, Ferrán, Cavalleri, Fiorella, Cecílio, Pedro, Chang, Hsing-Yi, Chang, Jung-Chen, Charlson, Fiona J, Che, Xuan, Chen, Alan Zian, Chiang, Peggy Pei-Chia, Chibalabala, Mirriam, Chisumpa, Vesper Hichilombwe, Choi, Jee-Young Jasmine, Chowdhury, Rajiv, Christensen, Hanne, Ciobanu, Liliana G, Coates, Matthew M, Coggeshall, Megan, Cohen, Aaron J, Cooke, Graham S, Cooper, Cyru, Cooper, Leslie Trumbull, Cowie, Benjamin C, Crump, John A, Damtew, Solomon Abrha, Dandona, Rakhi, Dargan, Paul I, Neves, José da, Davis, Adrian C, Davletov, Kairat, de Castro, E Filipa, De Leo, Diego, Degenhardt, Louisa, Del Gobbo, Liana C, Deribe, Kebede, Derrett, Sarah, Des Jarlais, Don C, Deshpande, Aniruddha, Deveber, Gabrielle A, Dey, Subhojit, Dharmaratne, Samath D, Dhillon, Preet K, Ding, Eric L, Dorsey, E Ray, Doyle, Kerrie E, Driscoll, Tim R, Duan, Leilei, Dubey, Manisha, Duncan, Bruce Bartholow, Ebrahimi, Hedyeh, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E, Eshrati, Babak, Esteghamati, Alireza, Fahimi, Saman, Farid, Talha A, Farinha, Carla Sofia e Sa, Faro, André, Farvid, Maryam S, Farzadfar, Farshad, Feigin, Valery L, Felicio, Manuela Mendonca, Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G, Fernandes, Joao C, Ferrari, Alize J, Fischer, Florian, Fitchett, Joseph R A, Fitzmaurice, Christina, Foigt, Nataliya, Foreman, Kyle, Fowkes, F Gerry R, Franca, Elisabeth Barboza, Franklin, Richard C, Fraser, Maya, Friedman, Joseph, Frostad, Joseph, Fürst, Thoma, Gabbe, Belinda, Garcia-Basteiro, Alberto L, Gebre, Teshome, Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Gebru, Alemseged Aregay, Gessner, Bradford D, Gillum, Richard F, Ginawi, Ibrahim Abdelmageem Mohamed, Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Godwin, William, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Gotay, Carolyn C, Goto, Atsushi, Gouda, Hebe N, Graetz, Nichola, Greenwell, Karen Fern, Griswold, Max, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gupta, Vipin, Gutiérrez, Reyna A, Gyawali, Bishal, Haagsma, Juanita A, Haakenstad, Annie, Hafezi-Nejad, Nima, Haile, Demewoz, Hailu, Gessessew Bugssa, Halasa, Yara A, Hamadeh, Randah Ribhi, Hamidi, Samer, Hammami, Mouhanad, Hankey, Graeme J, Harb, Hilda L, Haro, Josep Maria, Hassanvand, Mohammad Sadegh, Havmoeller, Rasmu, Heredia-Pi, Ileana Beatriz, Hoek, Hans W, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hoy, Damian G, Htet, Aung Soe, Hu, Guoqing, Huang, Hsiang, Iburg, Kim Moesgaard, Idrisov, Bulat T, Inoue, Manami, Islami, Farhad, Jacobs, Troy A, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, James, Peter, Jansen, Henrica A F M, Javanbakht, Mehdi, Jayatilleke, Achala Upendra, Jee, Sun Ha, Jeemon, Panniyammakal, Jha, Vivekanand, Jiang, Ying, Jibat, Tariku, Jin, Ye, Jonas, Jost B, Kabir, Zubair, Kalkonde, Yogeshwar, Kamal, Ritul, Kan, Haidong, Kandel, Amit, Karch, André, Karema, Corine Kakizi, Karimkhani, Chante, Karunapema, Palitha, Kasaeian, Amir, Kassebaum, Nicholas J, Kaul, Anil, Kawakami, Norito, Kayibanda, Jeanne Françoise, Keiyoro, Peter Njenga, Kemmer, Laura, Kemp, Andrew Haddon, Kengne, Andre Pascal, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khan, Gulfaraz, Khang, Young-Ho, Khoja, Tawfik Ahmed Muthafer, Khosravi, Ardeshir, Khubchandani, Jagdish, Kieling, Christian, Kim, Cho-il, Kim, Daniel, Kim, Sungroul, Kim, Yun Jin, Kimokoti, Ruth W, Kissoon, Niranjan, Kivipelto, Miia, Knibbs, Luke D, Kokubo, Yoshihiro, Kolte, Dhaval, Kosen, Soewarta, Kotsakis, Georgios A, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Krueger, Han, Defo, Barthelemy Kuate, Kuchenbecker, Ricardo S, Kuipers, Ernst J, Kulikoff, Xie Rachel, Kulkarni, Veena S, Kumar, G Anil, Kwan, Gene F, Kyu, Hmwe H, Lal, Aparna, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lam, Hilton, Lan, Qing, Langan, Sinead M, Larsson, Ander, Laryea, Dennis Odai, Latif, Asma Abdul, Leasher, Janet L, Leigh, Jame, Leinsalu, Mall, Leung, Janni, Leung, Ricky, Levi, Miriam, Li, Yichong, Li, Yongmei, Lind, Margaret, Linn, Shai, Lipshultz, Steven E, Liu, Patrick Y, Liu, Shiwei, Liu, Yang, Lloyd, Belinda K, Lo, Loon-Tzian, Logroscino, Giancarlo, Lotufo, Paulo A, Lucas, Robyn M, Lunevicius, Raimunda, El Razek, Mohammed Magdy Abd, Magis-Rodriguez, Carlo, Mahdavi, Mahdi, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Malta, Deborah Carvalho, Mapoma, Chabila C, Margolis, David Joel, Martin, Randall V, Martinez-Raga, Jose, Masiye, Felix, Mason-Jones, Amanda J, Massano, João, Matzopoulos, Richard, Mayosi, Bongani M, Mcgrath, John J, Mckee, Martin, Meaney, Peter A, Mehari, Alem, Mekonnen, Alemayehu B, Melaku, Yohannes Adama, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Mensink, Gert B M, Meretoja, Atte, Meretoja, Tuomo J, Mesfin, Yonatan Moge, Mhimbira, Francis Apolinary, Micha, Renata, Miller, Ted R, Mills, Edward J, Mirarefin, Mojde, Misganaw, Awoke, Mitchell, Philip B, Mock, Charles N, Mohammadi, Alireza, Mohammed, Shafiu, Monasta, Lorenzo, de la Cruz Monis, Jonathan, Hernandez, Julio Cesar Montañez, Montico, Marcella, Moradi-Lakeh, Maziar, Morawska, Lidia, Mori, Rintaro, Mueller, Ulrich O, Murdoch, Michele E, Murimira, Brighton, Murray, Joseph, Murthy, Gudlavalleti Venkata Satyanarayana, Murthy, Sriniva, Musa, Kamarul Imran, Nachega, Jean B, Nagel, Gabriele, Naidoo, Kovin S, Naldi, Luigi, Nangia, Vinay, Neal, Bruce, Nejjari, Chakib, Newton, Charles R, Newton, John N, Ngalesoni, Frida Namnyak, Nguhiu, Peter, Nguyen, Grant, Le Nguyen, Quyen, Nisar, Muhammad Imran, Pete, Patrick Martial Nkamedjie, Nolte, Sandra, Nomura, Marika, Norheim, Ole F, Norrving, Bo, Obermeyer, Carla Makhlouf, Ogbo, Felix Akpojene, Oh, In-Hwan, Oladimeji, Olanrewaju, Olivares, Pedro R, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Opio, John Nelson, Oren, Eyal, Ortiz, Alberto, Osborne, Richard H, Ota, Erika, Owolabi, Mayowa O, Pa, Mahesh, Park, Eun-Kee, Park, Hye-Youn, Parry, Charles D, Parsaeian, Mahboubeh, Patel, Teja, Patel, Vikram, Caicedo, Angel J Paternina, Patil, Snehal T, Patten, Scott B, Patton, George C, Paudel, Deepak, Pedro, João Mário, Pereira, David M, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Piel, Frédéric B, Pillay, Julian David, Pinho, Christine, Pishgar, Farhad, Polinder, Suzanne, Poulton, Richie G, Pourmalek, Farshad, Qorbani, Mostafa, Rabiee, Rynaz H S, Radfar, Amir, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Rajesh Kumar, Rajsic, Sasa, Raju, Murugesan, Ram, Usha, Rana, Saleem M, Ranabhat, Chhabi Lal, Ranganathan, Kavitha, Rao, Puja C, Refaat, Amany H, Reitsma, Marissa B, Remuzzi, Giuseppe, Resnikoff, Serge, Ribeiro, Antonio L, Blancas, Maria Jesus Rio, Roba, Hirbo Shore, Roberts, Bayard, Rodriguez, Alina, Rojas-Rueda, David, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Rothenbacher, Dietrich, Roy, Ambuj, Roy, Nobhojit, Sackey, Ben Benasco, Sagar, Rajesh, Saleh, Muhammad Muhammad, Sanabria, Juan R, Santomauro, Damian F, Santos, Itamar S, Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Sawyer, Susan M, Schmidhuber, Josef, Schmidt, Maria Inê, Schneider, Ione J C, Schutte, Aletta E, Schwebel, David C, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shackelford, Katya, Shaheen, Amira, Shaikh, Masood Ali, Levy, Teresa Shamah, Sharma, Rajesh, She, Jun, Sheikhbahaei, Sara, Shen, Jiabin, Sheth, Kevin N, Shey, Muki, Shi, Peilin, Shibuya, Kenji, Shigematsu, Mika, Shin, Min-Jeong, Shiri, Rahman, Shishani, Kawkab, Shiue, Ivy, Sigfusdottir, Inga Dora, Silpakit, Nari, Silva, Diego Augusto Santo, Silverberg, Jonathan I, Simard, Edgar P, Sindi, Shireen, Singh, Abhishek, Singh, Gitanjali M, Singh, Jasvinder A, Singh, Om Prakash, Singh, Prashant Kumar, Skirbekk, Vegard, Sligar, Amber, Soneji, Samir, Søreide, Kjetil, Sorensen, Reed J D, Soriano, Joan B, Soshnikov, Sergey, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Stahl, Hans-Christian, Stanaway, Jeffrey D, Stathopoulou, Vasiliki, Steckling, Nadine, Steel, Nichola, Stein, Dan J, Steiner, Caitlyn, Stöckl, Heidi, Stranges, Saverio, Strong, Mark, Sun, Jiandong, Sunguya, Bruno F, Sur, Patrick, Swaminathan, Soumya, Sykes, Bryan L, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Tabb, Karen M, Talongwa, Roberto Tchio, Tarawneh, Mohammed Rasoul, Tavakkoli, Mohammad, Taye, Bineyam, Taylor, Hugh R, Tedla, Bemnet Amare, Tefera, Worku, Tegegne, Teketo Kassaw, Tekle, Dejen Yemane, Shifa, Girma Temam, Terkawi, Abdullah Sulieman, Tessema, Gizachew Assefa, Thakur, J.S., Thomson, Alan J, Thorne-Lyman, Andrew L, Thrift, Amanda G, Thurston, George D, Tillmann, Taavi, Tobe-Gai, Ruoyan, Tonelli, Marcello, Topor-Madry, Roman, Topouzis, Foti, Tran, Bach Xuan, Dimbuene, Zacharie Tsala, Tura, Abera Kenay, Tuzcu, Emin Murat, Tyrovolas, Stefano, Ukwaja, Kingsley Nnanna, Undurraga, Eduardo A, Uneke, Chigozie Jesse, Uthman, Olalekan A, van Donkelaar, Aaron, Varakin, Yuri Y, Vasankari, Tommi, Vasconcelos, Ana Maria Nogale, Veerman, J Lennert, Venketasubramanian, Narayanaswamy, Verma, Raj Kumar, Violante, Francesco S, Vlassov, Vasiliy Victorovich, Volkow, Patricia, Vollset, Stein Emil, Wagner, Gregory R, Wallin, Mitchell T, Wang, Linhong, Wanga, Valentine, Watkins, David A, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Weiss, Daniel J, Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A, Wilkinson, James D, Wiysonge, Charles Shey, Wolfe, Charles D A, Wolfe, Ingrid, Won, Sungho, Woolf, Anthony D, Workie, Shimelash Bitew, Wubshet, Mamo, Xu, Gelin, Yadav, Ajit Kumar, Yakob, Bereket, Yalew, Ayalnesh Zemene, Yan, Lijing L, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Younis, Mustafa Z, Yu, Chuanhua, Zaidi, Zoubida, El Sayed Zaki, Maysaa, Zambrana-Torrelio, Carlo, Zapata, Toma, Zegeye, Elias Asfaw, Zhao, Yi, Zhou, Maigeng, Zodpey, Sanjay, Zonies, David, and Murray, Christopher J L

Subjects
Conservation of Natural Resources, spline regressions, Health Status, Global Health, Goal, Health Statu, Cost of Illness, Risk Factors, Universal Health Insurance, Quality-Adjusted Life Year, health-related SDG performance indicators, socio-demographic index, Health Status Indicators, Humans, Conservation of Natural Resource, Disabled Persons, Health Status Indicator, Medicine(all), Insurance, Health, Risk Factor, Medicine (all), Public Health, Global Health, Social Medicine and Epidemiology, Articles, Cost of Illne, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Disabled Person, Quality-Adjusted Life Years, Universal Coverage, Goals, Human
Abstract

Summary Background In September, 2015, the UN General Assembly established the Sustainable Development Goals (SDGs). The SDGs specify 17 universal goals, 169 targets, and 230 indicators leading up to 2030. We provide an analysis of 33 health-related SDG indicators based on the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015). Methods We applied statistical methods to systematically compiled data to estimate the performance of 33 health-related SDG indicators for 188 countries from 1990 to 2015. We rescaled each indicator on a scale from 0 (worst observed value between 1990 and 2015) to 100 (best observed). Indices representing all 33 health-related SDG indicators (health-related SDG index), health-related SDG indicators included in the Millennium Development Goals (MDG index), and health-related indicators not included in the MDGs (non-MDG index) were computed as the geometric mean of the rescaled indicators by SDG target. We used spline regressions to examine the relations between the Socio-demographic Index (SDI, a summary measure based on average income per person, educational attainment, and total fertility rate) and each of the health-related SDG indicators and indices. Findings In 2015, the median health-related SDG index was 59·3 (95% uncertainty interval 56·8–61·8) and varied widely by country, ranging from 85·5 (84·2–86·5) in Iceland to 20·4 (15·4–24·9) in Central African Republic. SDI was a good predictor of the health-related SDG index (r2=0·88) and the MDG index (r2=0·92), whereas the non-MDG index had a weaker relation with SDI (r2=0·79). Between 2000 and 2015, the health-related SDG index improved by a median of 7·9 (IQR 5·0–10·4), and gains on the MDG index (a median change of 10·0 [6·7–13·1]) exceeded that of the non-MDG index (a median change of 5·5 [2·1–8·9]). Since 2000, pronounced progress occurred for indicators such as met need with modern contraception, under-5 mortality, and neonatal mortality, as well as the indicator for universal health coverage tracer interventions. Moderate improvements were found for indicators such as HIV and tuberculosis incidence, minimal changes for hepatitis B incidence took place, and childhood overweight considerably worsened. Interpretation GBD provides an independent, comparable avenue for monitoring progress towards the health-related SDGs. Our analysis not only highlights the importance of income, education, and fertility as drivers of health improvement but also emphasises that investments in these areas alone will not be sufficient. Although considerable progress on the health-related MDG indicators has been made, these gains will need to be sustained and, in many cases, accelerated to achieve the ambitious SDG targets. The minimal improvement in or worsening of health-related indicators beyond the MDGs highlight the need for additional resources to effectively address the expanded scope of the health-related SDGs. Funding Bill & Melinda Gates Foundation.

Published
2016

14. The global burden of tuberculosis: results from the Global Burden of Disease Study 2015'

Author

Murray, Christopher J. L., Kyu, Hmwe H., Maddison, Emilie R., Henry, Nathaniel J., Mumford, John Everett, Barber, Ryan, Shields, Chloe, Brown, Jonathan C., Nguyen, Grant, Carter, Austin, Wolock, Timothy M., Wang, Haidong, Liu, Patrick Y., Reitsma, Marissa, Ross, Jennifer M., Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbas, Kaja, Abera, Mubarek, Abera, Semaw Ferede, Hareri, Habtamu Abera, Ahmed, Muktar, Alene, Kefyalew Addis, Alvis-Guzman, Nelson, Amo-Adjei, Joshua, Andrews, Jason, Ansari, Hossein, Antonio, Carl Abelardo, Anwari, Palwasha, Asayesh, Hamid, Atey, Tesfay Mehari, Atre, Sachin, Barac, Aleksandra, Beardsley, Justin, Bedi, Neeraj, Bensenor, Isabela, Beyene, Addisu Shunu, Butt, Zahid Ahmad, Cardona, Pere-Joan, Christopher, Devasahayam, Dandona, Lalit, Dandona, Rakhi, Deribe, Kebede, Deribew, Amare, Ehrenkranz, Rebecca, Zaki, Maysaa El Sayed, Endries, Aman, Feyissa, Tesfaye R., Fischer, Florian, Gai, Ruoyan, Garcia-Basteiro, Alberto L., Gebrehiwot, Tsegaye Tewelde, Gesesew, Hailay, Getahun, Belete, Gona, Philimon, Goodridge, Amador, Gugnani, Harish, Haghparast-Bidgoli, Hassan, Hailu, Gessessew Bugssa, Hassen, Hamid Yimam, Hilawe, Esayas, Horita, Nobuyuki, Jacobsen, Kathryn H., Jonas, Jost B., Kasaeian, Amir, Kedir, Muktar Sano, Kemmer, Laura, Khader, Yousef, Khan, Ejaz, Khang, Young-Ho, Khoja, Abdullah T., Kim, Yun Jin, Koul, Parvaiz, Koyanagi, Ai, Krohn, Kristopher J., Kumar, G. Anil, Kutz, Michael, Lodha, Rakesh, Magdy, Hassan, El Razek, Abd, Majdzadeh, Reza, Manyazewal, Tsegahun, Memish, Ziad, Mendoza, Walter, Mezgebe, Haftay Berhane, Mohammed, Shafiu, Ogbo, Felix Akpojene, Oh, In-Hwan, Oren, Eyal, Osgood-Zimmerman, Aaron, Pereira, David, Plass, Dietrich, Pourmalek, Farshad, Qorbani, Mostafa, Rafay, Anwar, Rahman, Mahfuzar, Rai, Rajesh Kumar, Rao, Puja C., Ray, Sarah E., Reiner, Robert, Reinig, Nickolas, Safiri, Saeid, Salomon, Joshua A., Sandar, Logan, Sartorius, Benn, Shamsizadeh, Morteza, Shey, Muki, Shifti, Desalegn Markos, Shore, Hirbo, Singh, Jasvinder, Sreeramareddy, Chandrashekhar T., Swaminathan, Soumya, Swartz, Scott J., Tadese, Fentaw, Tedla, Bemnet Amare, Tegegne, Balewgizie Sileshi, Tessema, Belay, Topor-Madry, Roman, Ukwaja, Kingsley Nnanna, Uthman, Olalekan A., Vlassov, Vasiliy, Vollset, Stein Emil, Wakayo, Tolassa, Weldegebreal, Solomon, Westerman, Ronny, Workicho, Abdulhalik, Yonemoto, Naohiro, Yoon, Seok-Jun, Yotebieng, Marcel, Naghavi, Mohsen, Hay, Simon I., and Vos, Theo

Subjects
Alcohol Drinking, Incidence, Smoking, HIV Infections, Smoking Prevention, Global Health, Article, Global Burden of Disease, Risk Factors, Diabetes Mellitus, Prevalence, Humans, Tuberculosis, Investments
Abstract

Background An understanding of the trends in tuberculosis incidence, prevalence, and mortality is crucial to tracking of the success of tuberculosis control programmes and identification of remaining challenges. We assessed trends in the fatal and non-fatal burden of tuberculosis over the past 25 years for 195 countries and territories. Methods We analysed 10 691 site-years of vital registration data, 768 site-years of verbal autopsy data, and 361 site-years of mortality surveillance data using the Cause of Death Ensemble model to estimate tuberculosis mortality rates. We analysed all available age-specific and sex-specific data sources, including annual case notifications, prevalence surveys, and estimated cause-specific mortality, to generate internally consistent estimates of incidence, prevalence, and mortality using DisMod-MR 2.1, a Bayesian meta-regression tool. We assessed how observed tuberculosis incidence, prevalence, and mortality differed from expected trends as predicted by the Socio-demographic Index (SDI), a composite indicator based on income per capita, average years of schooling, and total fertility rate. We also estimated tuberculosis mortality and disability-adjusted life-years attributable to the independent effects of risk factors including smoking, alcohol use, and diabetes. Findings Globally, in 2015, the number of tuberculosis incident cases (including new and relapse cases) was 10.2 million (95% uncertainty interval 9.2 million to 11.5 million), the number of prevalent cases was 10.1 million (9.2 million to 11.1 million), and the number of deaths was 1.3 million (1.1 million to 1.6 million). Among individuals who were HIV negative, the number of incident cases was 8.8 million (8.0 million to 9.9 million), the number of prevalent cases was 8.9 million (8.1 million to 9.7 million), and the number of deaths was 1.1 million (0.9 million to 1.4 million). Annualised rates of change from 2005 to 2015 showed a faster decline in mortality (-4.1% [-5.0 to -3.4]) than in incidence (-1.6% [-1.9 to -1.2]) and prevalence (-0.7% [-1.0 to -0.5]) among HIV-negative individuals. The SDI was inversely associated with HIV-negative mortality rates but did not show a clear gradient for incidence and prevalence. Most of Asia, eastern Europe, and sub-Saharan Africa had higher rates of HIV-negative tuberculosis burden than expected given their SDI. Alcohol use accounted for 11.4% (9.3-13.0) of global tuberculosis deaths among HIV-negative individuals in 2015, diabetes accounted for 10.6% (6.8-14.8), and smoking accounted for 7.8% (3.8-12.0). Interpretation Despite a concerted global effort to reduce the burden of tuberculosis, it still causes a large disease burden globally. Strengthening of health systems for early detection of tuberculosis and improvement of the quality of tuberculosis care, including prompt and accurate diagnosis, early initiation of treatment, and regular follow-up, are priorities. Countries with higher than expected tuberculosis rates for their level of sociodemographic development should investigate the reasons for lagging behind and take remedial action. Efforts to prevent smoking, alcohol use, and diabetes could also substantially reduce the burden of tuberculosis. Copyright (c) The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 license.

Published
2018

15. Global, regional, and national incidence, prevalence, and years lived with disability for 310 diseases and injuries, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015

Author

Vos, Theo, Allen, Christine, Arora, Megha, Barber, Ryan M, Bhutta, Zulfiqar A, Brown, Alexandria, Carter, Austin, Casey, Daniel C, Charlson, Fiona J, Chen, Alan Z, Coggeshall, Megan, Cornaby, Leslie, Dandona, Lalit, Dicker, Daniel J, Dilegge, Tina, Erskine, Holly E, Ferrari, Alize J, Fitzmaurice, Christina, Fleming, Tom, Forouzanfar, Mohammad H, Fullman, Nancy, Gething, Peter W, Goldberg, Ellen M, Graetz, Nicholas, Haagsma, Juanita A, Hay, Simon I, Johnson, Catherine O, Kassebaum, Nicholas J, Kawashima, Toana, Kemmer, Laura, Khalil, Ibrahim A, Kinfu, Yohannes, Kyu, Hmwe H, Leung, Janni, Liang, Xiaofeng, Lim, Stephen S, Lopez, Alan D, Lozano, Rafael, Marczak, Laurie, Mensah, George A, Mokdad, Ali H, Naghavi, Mohsen, Nguyen, Grant, Nsoesie, Elaine, Olsen, Helen, Pigott, David M, Pinho, Christine, Rankin, Zane, Reinig, Nikolas, Salomon, Joshua A, Sandar, Logan, Smith, Alison, Stanaway, Jeffrey, Steiner, Caitlyn, Teeple, Stephanie, Thomas, Bernadette A, Troeger, Christopher, Wagner, Joseph A, Wang, Haidong, Wanga, Valentine, Whiteford, Harvey A, Zoeckler, Leo, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abraham, Biju, Abubakar, Ibrahim, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen M E, Ackerman, Ilana N, Adebiyi, Akindele Olupelumi, Ademi, Zanfina, Adou, Arsène Kouablan, Afanvi, Kossivi Agbelenko, Agardh, Emilie Elisabet, Agarwal, Arnav, Kiadaliri, Aliasghar Ahmad, Ahmadieh, Hamid, Ajala, Oluremi N, Akinyemi, Rufus Olusola, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore K M, Aldhahri, Saleh Fahed, Alegretti, Miguel Angel, Alemu, Zewdie Aderaw, Alexander, Lily T, Alhabib, Samia, Ali, Raghib, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amberbir, Alemayehu, Amini, Heresh, Ammar, Walid, Amrock, Stephen Marc, Andersen, Hjalte H, Anderson, Gregory M, Anderson, Benjamin O, Antonio, Carl Abelardo T, Aregay, Atsede Fantahun, Ärnlöv, Johan, Artaman, Al, Asayesh, Hamid, Assadi, Reza, Atique, Suleman, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Quintanilla, Beatriz Paulina Ayala, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barregard, Lars, Barrero, Lope H, Basu, Arindam, Bazargan-Hejazi, Shahrzad, Beghi, Ettore, Bell, Brent, Bell, Michelle L, Bennett, Derrick A, Bensenor, Isabela M, Benzian, Habib, Berhane, Adugnaw, Bernabé, Eduardo, Betsu, Balem Demtsu, Beyene, Addisu Shunu, Bhala, Neeraj, Bhatt, Samir, Biadgilign, Sibhatu, Bienhoff, Kelly, Bikbov, Boris, Biryukov, Stan, Bisanzio, Donal, Bjertness, Espen, Blore, Jed, Borschmann, Rohan, Boufous, Soufiane, Brainin, Michael, Brazinova, Alexandra, Breitborde, Nicholas J K, Brown, Jonathan, Buchbinder, Rachelle, Buckle, Geoffrey Colin, Butt, Zahid A, Calabria, Bianca, Campos-Nonato, Ismael Ricardo, Campuzano, Julio Cesar, Carabin, Hélène, Cárdenas, Rosario, Carpenter, David O, Carrero, Juan Jesus, Castañeda-Orjuela, Carlos A, Rivas, Jacqueline Castillo, Catalá-López, Ferrán, Chang, Jung-Chen, Chiang, Peggy Pei-Chia, Chibueze, Chioma Ezinne, Chisumpa, Vesper Hichilombwe, Choi, Jee-Young Jasmine, Chowdhury, Rajiv, Christensen, Hanne, Christopher, Devasahayam Jesudas, Ciobanu, Liliana G, Cirillo, Massimo, Coates, Matthew M, Colquhoun, Samantha M, Cooper, Cyrus, Cortinovis, Monica, Crump, John A, Damtew, Solomon Abrha, Dandona, Rakhi, Daoud, Farah, Dargan, Paul I, das Neves, José, Davey, Gail, Davis, Adrian C, Leo, Diego De, Degenhardt, Louisa, Gobbo, Liana C Del, Dellavalle, Robert P, Deribe, Kebede, Deribew, Amare, Derrett, Sarah, Jarlais, Don C Des, Dharmaratne, Samath D, Dhillon, Preet K, Diaz-Torné, Cesar, Ding, Eric L, Driscoll, Tim R, Duan, Leilei, Dubey, Manisha, Duncan, Bruce Bartholow, Ebrahimi, Hedyeh, Ellenbogen, Richard G, Elyazar, Iqbal, Endres, Matthias, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Eshrati, Babak, Estep, Kara, Farid, Talha A, Farinha, Carla Sofia e Sa, Faro, André, Farvid, Maryam S, Farzadfar, Farshad, Feigin, Valery L, Felson, David T, Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G, Fernandes, Joao C, Fischer, Florian, Fitchett, Joseph R A, Foreman, Kyle, Fowkes, F Gerry R, Fox, Jordan, Franklin, Richard C, Friedman, Joseph, Frostad, Joseph, Fürst, Thomas, Futran, Neal D, Gabbe, Belinda, Ganguly, Parthasarathi, Gankpé, Fortuné Gbètoho, Gebre, Teshome, Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Geleijnse, Johanna M, Gessner, Bradford D, Gibney, Katherine B, Ginawi, Ibrahim Abdelmageem Mohamed, Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Giussani, Giorgia, Glaser, Elizabeth, Godwin, William W, Gomez-Dantes, Hector, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Gotay, Carolyn C, Goto, Atsushi, Gouda, Hebe N, Grainger, Rebecca, Greaves, Felix, Guillemin, Francis, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gupta, Vipin, Gutiérrez, Reyna A, Haile, Demewoz, Hailu, Alemayehu Desalegne, Hailu, Gessessew Bugssa, Halasa, Yara A, Hamadeh, Randah Ribhi, Hamidi, Samer, Hammami, Mouhanad, Hancock, Jamie, Handal, Alexis J, Hankey, Graeme J, Hao, Yuantao, Harb, Hilda L, Harikrishnan, Sivadasanpillai, Haro, Josep Maria, Havmoeller, Rasmus, Hay, Roderick J, Heredia-Pi, Ileana Beatriz, Heydarpour, Pouria, Hoek, Hans W, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hoy, Damian G, Htet, Aung Soe, Huang, Hsiang, Huang, John J, Huynh, Chantal, Iannarone, Marissa, Iburg, Kim Moesgaard, Innos, Kaire, Inoue, Manami, Iyer, Veena J, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, Javanbakht, Mehdi, Jayaraman, Sudha P, Jayatilleke, Achala Upendra, Jee, Sun Ha, Jeemon, Panniyammakal, Jensen, Paul N, Jiang, Ying, Jibat, Tariku, Jimenez-Corona, Aida, Jin, Ye, Jonas, Jost B, Kabir, Zubair, Kalkonde, Yogeshwar, Kamal, Ritul, Kan, Haidong, Karch, André, Karema, Corine Kakizi, Karimkhani, Chante, Kasaeian, Amir, Kaul, Anil, Kawakami, Norito, Keiyoro, Peter Njenga, Kemp, Andrew Haddon, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khang, Young-Ho, Khera, Sahil, Khoja, Tawfik Ahmed Muthafer, Khubchandani, Jagdish, Kieling, Christian, Kim, Pauline, Kim, Cho-il, Kim, Daniel, Kim, Yun Jin, Kissoon, Niranjan, Knibbs, Luke D, Knudsen, Ann Kristin, Kokubo, Yoshihiro, Kolte, Dhaval, Kopec, Jacek A, Kosen, Soewarta, Kotsakis, Georgios A, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Defo, Barthelemy Kuate, Bicer, Burcu Kucuk, Kudom, Andreas A, Kuipers, Ernst J, Kumar, G Anil, Kutz, Michael, Kwan, Gene F, Lal, Aparna, Lalloo, Ratilal, Lallukka, Tea, Lam, Hilton, Lam, Jennifer O, Langan, Sinead M, Larsson, Anders, Lavados, Pablo M, Leasher, Janet L, Leigh, James, Leung, Ricky, Levi, Miriam, Li, Yichong, Li, Yongmei, Liang, Juan, Liu, Shiwei, Liu, Yang, Lloyd, Belinda K, Lo, Warren D, Logroscino, Giancarlo, Looker, Katharine J, Lotufo, Paulo A, Lunevicius, Raimundas, Lyons, Ronan A, Mackay, Mark T, Magdy, Mohammed, Razek, Abd El, Mahdavi, Mahdi, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Marcenes, Wagner, Margolis, David Joel, Martinez-Raga, Jose, Masiye, Felix, Massano, João, McGarvey, Stephen Theodore, McGrath, John J, McKee, Martin, McMahon, Brian J, Meaney, Peter A, Mehari, Alem, Mejia-Rodriguez, Fabiola, Mekonnen, Alemayehu B, Melaku, Yohannes Adama, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Meretoja, Atte, Meretoja, Tuomo J, Mhimbira, Francis Apolinary, Millear, Anoushka, Miller, Ted R, Mills, Edward J, Mirarefin, Mojde, Mitchell, Philip B, Mock, Charles N, Mohammadi, Alireza, Mohammed, Shafiu, Monasta, Lorenzo, Hernandez, Julio Cesar Montañez, Montico, Marcella, Mooney, Meghan D, Moradi-Lakeh, Maziar, Morawska, Lidia, Mueller, Ulrich O, Mullany, Erin, Mumford, John Everett, Murdoch, Michele E, Nachega, Jean B, Nagel, Gabriele, Naheed, Aliya, Naldi, Luigi, Nangia, Vinay, Newton, John N, Ng, Marie, Ngalesoni, Frida Namnyak, Nguyen, Quyen Le, Nisar, Muhammad Imran, Pete, Patrick Martial Nkamedjie, Nolla, Joan M, Norheim, Ole F, Norman, Rosana E, Norrving, Bo, Nunes, Bruno P, Ogbo, Felix Akpojene, Oh, In-Hwan, Ohkubo, Takayoshi, Olivares, Pedro R, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Ortiz, Alberto, Osman, Majdi, Ota, Erika, PA, Mahesh, Park, Eun-Kee, Parsaeian, Mahboubeh, de Azeredo Passos, Valéria Maria, Caicedo, Angel J Paternina, Patten, Scott B, Patton, George C, Pereira, David M, Perez-Padilla, Rogelio, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Piel, Frédéric B, Pillay, Julian David, Pishgar, Farhad, Plass, Dietrich, Platts-Mills, James A, Polinder, Suzanne, Pond, Constance D, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prabhakaran, Dorairaj, Prasad, Noela M, Qorbani, Mostafa, Rabiee, Rynaz H S, Radfar, Amir, Rafay, Anwar, Rahimi, Kazem, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Rajesh Kumar, Rajsic, Sasa, Ram, Usha, Rao, Puja, Refaat, Amany H, Reitsma, Marissa B, Remuzzi, Giuseppe, Resnikoff, Serge, Reynolds, Alex, Ribeiro, Antonio L, Blancas, Maria Jesus Rios, Roba, Hirbo Shore, Rojas-Rueda, David, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Rothenbacher, Dietrich, Roy, Ambuj, Sagar, Rajesh, Sahathevan, Ramesh, Sanabria, Juan R, Sanchez-Niño, Maria Dolores, Santos, Itamar S, Santos, João Vasco, Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Schaub, Michael P, Schmidt, Maria Inês, Schneider, Ione J C, Schöttker, Ben, Schwebel, David C, Scott, James G, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shackelford, Katya A, Shaheen, Amira, Shaikh, Masood Ali, Sharma, Rajesh, Sharma, Upasana, Shen, Jiabin, Shepard, Donald S, Sheth, Kevin N, Shibuya, Kenji, Shin, Min-Jeong, Shiri, Rahman, Shiue, Ivy, Shrime, Mark G, Sigfusdottir, Inga Dora, Silva, Diego Augusto Santos, Silveira, Dayane Gabriele Alves, Singh, Abhishek, Singh, Jasvinder A, Singh, Om Prakash, Singh, Prashant Kumar, Sivonda, Anna, Skirbekk, Vegard, Skogen, Jens Christoffer, Sligar, Amber, Sliwa, Karen, Soljak, Michael, Søreide, Kjetil, Sorensen, Reed J D, Soriano, Joan B, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Stathopoulou, Vasiliki, Steel, Nicholas, Stein, Dan J, Steiner, Timothy J, Steinke, Sabine, Stovner, Lars, Stroumpoulis, Konstantinos, Sunguya, Bruno F, Sur, Patrick, Swaminathan, Soumya, Sykes, Bryan L, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Takala, Jukka S, Tandon, Nikhil, Tanne, David, Tavakkoli, Mohammad, Taye, Bineyam, Taylor, Hugh R, Ao, Braden J Te, Tedla, Bemnet Amare, Terkawi, Abdullah Sulieman, Thomson, Alan J, Thorne-Lyman, Andrew L, Thrift, Amanda G, Thurston, George D, Tobe-Gai, Ruoyan, Tonelli, Marcello, Topor-Madry, Roman, Topouzis, Fotis, Tran, Bach Xuan, Truelsen, Thomas, Dimbuene, Zacharie Tsala, Tsilimbaris, Miltiadis, Tura, Abera Kenay, Tuzcu, Emin Murat, Tyrovolas, Stefanos, Ukwaja, Kingsley N, Undurraga, Eduardo A, Uneke, Chigozie Jesse, Uthman, Olalekan A, van Gool, Coen H, Varakin, Yuri Y, Vasankari, Tommi, Venketasubramanian, Narayanaswamy, Verma, Raj Kumar, Violante, Francesco S, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Wagner, Gregory R, Waller, Stephen G, Wang, Linhong, Watkins, David A, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Werdecker, Andrea, Westerman, Ronny, White, Richard A, Williams, Hywel C, Wiysonge, Charles Shey, Wolfe, Charles D A, Won, Sungho, Woodbrook, Rachel, Wubshet, Mamo, Xavier, Denis, Xu, Gelin, Yadav, Ajit Kumar, Yan, Lijing L, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yebyo, Henock Gebremedhin, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Younis, Mustafa Z, Yu, Chuanhua, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zeeb, Hajo, Zhou, Maigeng, Zodpey, Sanjay, Zuhlke, Liesl Joanna, Murray, Christopher J L, Vos, T, Allen, C, Arora, M, Barber, Rm, Bhutta, Za, Brown, A, Carter, A, Casey, Dc, Charlson, Fj, Chen, Az, Coggeshall, M, Cornaby, L, Dandona, L, Dicker, Dj, Dilegge, T, Erskine, He, Ferrari, Aj, Fitzmaurice, C, Fleming, T, Forouzanfar, Mh, Fullman, N, Gething, Pw, Goldberg, Em, Graetz, N, Haagsma, Ja, Johnson, Co, Kassebaum, Nj, Kawashima, T, Kemmer, L, Khalil, Ia, Kinfu, Y, Kyu, Hh, Leung, J, Liang, X, Lim, S, Lopez, Ad, Lozano, R, Marczak, L, Mensah, Ga, Mokdad, Ah, Naghavi, M, Nguyen, G, Nsoesie, E, Olsen, H, Pigott, Dm, Pinho, C, Rankin, Z, Reinig, N, Salomon, Ja, Sandar, L, Smith, A, Stanaway, J, Steiner, C, Teeple, S, Thomas, Ba, Troeger, C, Wagner, Ja, Wang, H, Wanga, V, Whiteford, Ha, Zoeckler, L, Abajobir, Aa, Abate, Kh, Abbafati, C, Abbas, Km, Abd Allah, F, Abraham, B, Abubakar, I, Abu Raddad, Lj, Abu Rmeileh, Nm, Ackerman, In, Adebiyi, Ao, Ademi, Z, Adou, Ak, Afanvi, Ka, Agardh, Ee, Agarwal, A, Kiadaliri, Aa, Ahmadieh, H, Ajala, On, Akinyemi, Ro, Akseer, N, Al Aly, Z, Alam, K, Alam, Nk, Aldhahri, Sf, Alegretti, Ma, Alemu, Za, Alexander, Lt, Alhabib, S, Ali, R, Alkerwi, A, Alla, F, Allebeck, P, Al Raddadi, R, Alsharif, U, Altirkawi, Ka, Alvis Guzman, N, Amare, At, Amberbir, A, Amini, H, Ammar, W, Amrock, Sm, Andersen, Hh, Anderson, Gm, Anderson, Bo, Antonio, Ca, Aregay, Af, Ärnlöv, J, Artaman, A, Asayesh, H, Assadi, R, Atique, S, Avokpaho, Ef, Awasthi, A, Quintanilla, Bp, Azzopardi, P, Bacha, U, Badawi, A, Balakrishnan, K, Banerjee, A, Barac, A, Barker Collo, Sl, Bärnighausen, T, Barregard, L, Barrero, Lh, Basu, A, Bazargan Hejazi, S, Bell, B, Bell, Ml, Bennett, Da, Bensenor, Im, Benzian, H, Berhane, A, Bernabé, E, Betsu, Bd, Beyene, A, Bhala, N, Bhatt, S, Biadgilign, S, Bienhoff, K, Bikbov, B, Biryukov, S, Bisanzio, D, Bjertness, E, Blore, J, Borschmann, R, Boufous, S, Brainin, M, Brazinova, A, Breitborde, Nj, Brown, J, Buchbinder, R, Buckle, Gc, Butt, Za, Calabria, B, Campos Nonato, Ir, Campuzano, Jc, Carabin, H, Cárdenas, R, Carpenter, Do, Carrero, Jj, Castañeda Orjuela, Ca, Rivas, Jc, Catalá López, F, Chang, Jc, Chiang, Pp, Chibueze, Ce, Chisumpa, Vh, Choi, Jj, Chowdhury, R, Christensen, H, Christopher, Dj, Ciobanu, Lg, Cirillo, Massimo, Coates, Mm, Colquhoun, Sm, Cooper, C, Cortinovis, M, Crump, Ja, Gastroenterology & Hepatology, Health Services Management & Organisation (HSMO), Public Health, Psychiatry, Vos, Theo, Allen, Christine, Arora, Megha, Barber, Ryan M, Bhutta, Zulfiqar A, Brown, Alexandria, Carter, Austin, Casey, Daniel C, Charlson, Fiona J, Chen, Alan Z, Coggeshall, Megan, Cornaby, Leslie, Dandona, Lalit, Dicker, Daniel J, Dilegge, Tina, Erskine, Holly E, Ferrari, Alize J, Fitzmaurice, Christina, Fleming, Tom, Forouzanfar, Mohammad H, Fullman, Nancy, Gething, Peter W, Goldberg, Ellen M, Graetz, Nichola, Haagsma, Juanita A, Johnson, Catherine O, Kassebaum, Nicholas J, Kawashima, Toana, Kemmer, Laura, Khalil, Ibrahim A, Kinfu, Yohanne, Kyu, Hmwe H, Leung, Janni, Liang, Xiaofeng, Lim, Stephen S, Lopez, Alan D, Lozano, Rafael, Marczak, Laurie, Mensah, George A, Mokdad, Ali H, Naghavi, Mohsen, Nguyen, Grant, Nsoesie, Elaine, Olsen, Helen, Pigott, David M, Pinho, Christine, Rankin, Zane, Reinig, Nikola, Salomon, Joshua A, Sandar, Logan, Smith, Alison, Stanaway, Jeffrey, Steiner, Caitlyn, Teeple, Stephanie, Thomas, Bernadette A, Troeger, Christopher, Wagner, Joseph A, Wang, Haidong, Wanga, Valentine, Whiteford, Harvey A, Zoeckler, Leo, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abraham, Biju, Abubakar, Ibrahim, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen M E, Ackerman, Ilana N, Adebiyi, Akindele Olupelumi, Ademi, Zanfina, Adou, Arsène Kouablan, Afanvi, Kossivi Agbelenko, Agardh, Emilie Elisabet, Agarwal, Arnav, Kiadaliri, Aliasghar Ahmad, Ahmadieh, Hamid, Ajala, Oluremi N, Akinyemi, Rufus Olusola, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore K M, Aldhahri, Saleh Fahed, Alegretti, Miguel Angel, Alemu, Zewdie Aderaw, Alexander, Lily T, Alhabib, Samia, Ali, Raghib, Alkerwi, Ala'A, Alla, Françoi, Allebeck, Peter, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amberbir, Alemayehu, Amini, Heresh, Ammar, Walid, Amrock, Stephen Marc, Andersen, Hjalte H, Anderson, Gregory M, Anderson, Benjamin O, Antonio, Carl Abelardo T, Aregay, Atsede Fantahun, Ärnlöv, Johan, Artaman, Al, Asayesh, Hamid, Assadi, Reza, Atique, Suleman, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Quintanilla, Beatriz Paulina Ayala, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barregard, Lar, Barrero, Lope H, Basu, Arindam, Bazargan-Hejazi, Shahrzad, Bell, Brent, Bell, Michelle L, Bennett, Derrick A, Bensenor, Isabela M, Benzian, Habib, Berhane, Adugnaw, Bernabé, Eduardo, Betsu, Balem Demtsu, Beyene, Addisu Shunu, Bhala, Neeraj, Bhatt, Samir, Biadgilign, Sibhatu, Bienhoff, Kelly, Bikbov, Bori, Biryukov, Stan, Bisanzio, Donal, Bjertness, Espen, Blore, Jed, Borschmann, Rohan, Boufous, Soufiane, Brainin, Michael, Brazinova, Alexandra, Breitborde, Nicholas J K, Brown, Jonathan, Buchbinder, Rachelle, Buckle, Geoffrey Colin, Butt, Zahid A, Calabria, Bianca, Campos-Nonato, Ismael Ricardo, Campuzano, Julio Cesar, Carabin, Hélène, Cárdenas, Rosario, Carpenter, David O, Carrero, Juan Jesu, Castañeda-Orjuela, Carlos A, Rivas, Jacqueline Castillo, Catalá-López, Ferrán, Chang, Jung-Chen, Chiang, Peggy Pei-Chia, Chibueze, Chioma Ezinne, Chisumpa, Vesper Hichilombwe, Choi, Jee-Young Jasmine, Chowdhury, Rajiv, Christensen, Hanne, Christopher, Devasahayam Jesuda, Ciobanu, Liliana G, Coates, Matthew M, Colquhoun, Samantha M, Cooper, Cyru, Cortinovis, Monica, Crump, John A, Damtew, Solomon Abrha, Dandona, Rakhi, Daoud, Farah, Dargan, Paul I, das Neves, José, Davey, Gail, Davis, Adrian C, Leo, Diego De, Degenhardt, Louisa, Gobbo, Liana C Del, Dellavalle, Robert P, Deribe, Kebede, Deribew, Amare, Derrett, Sarah, Jarlais, Don C De, Dharmaratne, Samath D, Dhillon, Preet K, Diaz-Torné, Cesar, Ding, Eric L, Driscoll, Tim R, Duan, Leilei, Dubey, Manisha, Duncan, Bruce Bartholow, Ebrahimi, Hedyeh, Ellenbogen, Richard G, Elyazar, Iqbal, Endres, Matthia, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Eshrati, Babak, Estep, Kara, Farid, Talha A, Farinha, Carla Sofia e Sa, Faro, André, Farvid, Maryam S, Farzadfar, Farshad, Feigin, Valery L, Felson, David T, Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G, Fernandes, Joao C, Fischer, Florian, Fitchett, Joseph R A, Foreman, Kyle, Fowkes, F Gerry R, Fox, Jordan, Franklin, Richard C, Friedman, Joseph, Frostad, Joseph, Fürst, Thoma, Futran, Neal D, Gabbe, Belinda, Ganguly, Parthasarathi, Gankpé, Fortuné Gbètoho, Gebre, Teshome, Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Geleijnse, Johanna M, Gessner, Bradford D, Gibney, Katherine B, Ginawi, Ibrahim Abdelmageem Mohamed, Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Glaser, Elizabeth, Godwin, William W, Gomez-Dantes, Hector, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Gotay, Carolyn C, Goto, Atsushi, Gouda, Hebe N, Grainger, Rebecca, Greaves, Felix, Guillemin, Franci, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gupta, Vipin, Gutiérrez, Reyna A, Haile, Demewoz, Hailu, Alemayehu Desalegne, Hailu, Gessessew Bugssa, Halasa, Yara A, Hamadeh, Randah Ribhi, Hamidi, Samer, Hammami, Mouhanad, Hancock, Jamie, Handal, Alexis J, Hankey, Graeme J, Hao, Yuantao, Harb, Hilda L, Harikrishnan, Sivadasanpillai, Haro, Josep Maria, Havmoeller, Rasmu, Hay, Roderick J, Heredia-Pi, Ileana Beatriz, Heydarpour, Pouria, Hoek, Hans W, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hoy, Damian G, Htet, Aung Soe, Huang, Hsiang, Huang, John J, Huynh, Chantal, Iannarone, Marissa, Iburg, Kim Moesgaard, Innos, Kaire, Inoue, Manami, Iyer, Veena J, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, Javanbakht, Mehdi, Jayatilleke, Achala Upendra, Jee, Sun Ha, Jeemon, Panniyammakal, Jensen, Paul N, Jiang, Ying, Jibat, Tariku, Jimenez-Corona, Aida, Jin, Ye, Jonas, Jost B, Kabir, Zubair, Kalkonde, Yogeshwar, Kamal, Ritul, Kan, Haidong, Karch, André, Karema, Corine Kakizi, Karimkhani, Chante, Kasaeian, Amir, Kaul, Anil, Kawakami, Norito, Keiyoro, Peter Njenga, Kemp, Andrew Haddon, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khang, Young-Ho, Khera, Sahil, Khoja, Tawfik Ahmed Muthafer, Khubchandani, Jagdish, Kieling, Christian, Kim, Pauline, Kim, Cho-il, Kim, Daniel, Kim, Yun Jin, Kissoon, Niranjan, Knibbs, Luke D, Knudsen, Ann Kristin, Kokubo, Yoshihiro, Kolte, Dhaval, Kopec, Jacek A, Kosen, Soewarta, Kotsakis, Georgios A, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Defo, Barthelemy Kuate, Bicer, Burcu Kucuk, Kudom, Andreas A, Kuipers, Ernst J, Kumar, G Anil, Kutz, Michael, Kwan, Gene F, Lal, Aparna, Lalloo, Ratilal, Lallukka, Tea, Lam, Hilton, Lam, Jennifer O, Langan, Sinead M, Larsson, Ander, Lavados, Pablo M, Leasher, Janet L, Leigh, Jame, Leung, Ricky, Levi, Miriam, Li, Yichong, Li, Yongmei, Liang, Juan, Liu, Shiwei, Liu, Yang, Lloyd, Belinda K, Lo, Warren D, Logroscino, Giancarlo, Looker, Katharine J, Lotufo, Paulo A, Lunevicius, Raimunda, Lyons, Ronan A, Mackay, Mark T, Magdy, Mohammed, Razek, Abd El, Mahdavi, Mahdi, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Marcenes, Wagner, Margolis, David Joel, Martinez-Raga, Jose, Masiye, Felix, Massano, João, Mcgarvey, Stephen Theodore, Mcgrath, John J, Mckee, Martin, Mcmahon, Brian J, Meaney, Peter A, Mehari, Alem, Mejia-Rodriguez, Fabiola, Mekonnen, Alemayehu B, Melaku, Yohannes Adama, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Meretoja, Atte, Meretoja, Tuomo J, Mhimbira, Francis Apolinary, Miller, Ted R, Mills, Edward J, Mirarefin, Mojde, Mitchell, Philip B, Mock, Charles N, Mohammadi, Alireza, Mohammed, Shafiu, Monasta, Lorenzo, Hernandez, Julio Cesar Montañez, Montico, Marcella, Mooney, Meghan D, Moradi-Lakeh, Maziar, Morawska, Lidia, Mueller, Ulrich O, Mullany, Erin, Mumford, John Everett, Murdoch, Michele E, Nachega, Jean B, Nagel, Gabriele, Naheed, Aliya, Naldi, Luigi, Nangia, Vinay, Newton, John N, Ng, Marie, Ngalesoni, Frida Namnyak, Nguyen, Quyen Le, Nisar, Muhammad Imran, Pete, Patrick Martial Nkamedjie, Nolla, Joan M, Norheim, Ole F, Norman, Rosana E, Norrving, Bo, Nunes, Bruno P, Ogbo, Felix Akpojene, Oh, In-Hwan, Ohkubo, Takayoshi, Olivares, Pedro R, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Ortiz, Alberto, Osman, Majdi, Ota, Erika, Pa, Mahesh, Park, Eun-Kee, Parsaeian, Mahboubeh, de Azeredo Passos, Valéria Maria, Caicedo, Angel J Paternina, Patten, Scott B, Patton, George C, Pereira, David M, Perez-Padilla, Rogelio, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Piel, Frédéric B, Pillay, Julian David, Pishgar, Farhad, Plass, Dietrich, Platts-Mills, James A, Polinder, Suzanne, Pond, Constance D, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prabhakaran, Dorairaj, Prasad, Noela M, Qorbani, Mostafa, Rabiee, Rynaz H S, Radfar, Amir, Rafay, Anwar, Rahimi, Kazem, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Rajesh Kumar, Rajsic, Sasa, Ram, Usha, Rao, Puja, Refaat, Amany H, Reitsma, Marissa B, Remuzzi, Giuseppe, Resnikoff, Serge, Reynolds, Alex, Ribeiro, Antonio L, Blancas, Maria Jesus Rio, Roba, Hirbo Shore, Rojas-Rueda, David, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Rothenbacher, Dietrich, Roy, Ambuj, Sagar, Rajesh, Sahathevan, Ramesh, Sanabria, Juan R, Sanchez-Niño, Maria Dolore, Santos, Itamar S, Santos, João Vasco, Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Schaub, Michael P, Schmidt, Maria Inê, Schneider, Ione J C, Schöttker, Ben, Schwebel, David C, Scott, James G, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shackelford, Katya A, Shaheen, Amira, Shaikh, Masood Ali, Sharma, Rajesh, Sharma, Upasana, Shen, Jiabin, Shepard, Donald S, Sheth, Kevin N, Shibuya, Kenji, Shin, Min-Jeong, Shiri, Rahman, Shiue, Ivy, Shrime, Mark G, Sigfusdottir, Inga Dora, Silva, Diego Augusto Santo, Silveira, Dayane Gabriele Alve, Singh, Abhishek, Singh, Jasvinder A, Singh, Om Prakash, Singh, Prashant Kumar, Sivonda, Anna, Skirbekk, Vegard, Skogen, Jens Christoffer, Sligar, Amber, Sliwa, Karen, Soljak, Michael, Søreide, Kjetil, Soriano, Joan B, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Stathopoulou, Vasiliki, Steel, Nichola, Stein, Dan J, Steiner, Timothy J, Steinke, Sabine, Stovner, Lar, Stroumpoulis, Konstantino, Sunguya, Bruno F, Sur, Patrick, Swaminathan, Soumya, Sykes, Bryan L, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Takala, Jukka S, Tandon, Nikhil, Tanne, David, Tavakkoli, Mohammad, Taye, Bineyam, Taylor, Hugh R, Ao, Braden J Te, Tedla, Bemnet Amare, Terkawi, Abdullah Sulieman, Thomson, Alan J, Thorne-Lyman, Andrew L, Thrift, Amanda G, Thurston, George D, Tobe-Gai, Ruoyan, Tonelli, Marcello, Topor-Madry, Roman, Topouzis, Foti, Tran, Bach Xuan, Dimbuene, Zacharie Tsala, Tsilimbaris, Miltiadi, Tura, Abera Kenay, Tuzcu, Emin Murat, Tyrovolas, Stefano, Ukwaja, Kingsley N, Undurraga, Eduardo A, Uneke, Chigozie Jesse, Uthman, Olalekan A, van Gool, Coen H, Varakin, Yuri Y, Vasankari, Tommi, Venketasubramanian, Narayanaswamy, Verma, Raj Kumar, Violante, Francesco S, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Wagner, Gregory R, Waller, Stephen G, Wang, Linhong, Watkins, David A, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Werdecker, Andrea, Westerman, Ronny, White, Richard A, Williams, Hywel C, Wiysonge, Charles Shey, Wolfe, Charles D A, Won, Sungho, Woodbrook, Rachel, Wubshet, Mamo, Xavier, Deni, Xu, Gelin, Yadav, Ajit Kumar, Yan, Lijing L, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yebyo, Henock Gebremedhin, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Younis, Mustafa Z, Yu, Chuanhua, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zeeb, Hajo, Zhou, Maigeng, Zodpey, Sanjay, Zuhlke, Liesl Joanna, and Murray, Christopher J L

Subjects
Medicine(all), VDP::Medisinske Fag: 700::Helsefag: 800::Samfunnsmedisin, sosialmedisin: 801, Incidence, Medicine (all), Public Health, Global Health, Social Medicine and Epidemiology, Bayes Theorem, 11 Medical And Health Sciences, Articles, Department of Error, Global Health, Cost of Illne, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Cost of Illness, disability, General & Internal Medicine, Quality-Adjusted Life Year, Prevalence, Humans, Disabled Person, Disabled Persons, Quality-Adjusted Life Years, VDP::Medical disciplines: 700::Health sciences: 800::Community medicine, Social medicine: 801, Human
Abstract

Background Non-fatal outcomes of disease and injury increasingly detract from the ability of the world's population to live in full health, a trend largely attributable to an epidemiological transition in many countries from causes affecting children, to non-communicable diseases (NCDs) more common in adults. For the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015), we estimated the incidence, prevalence, and years lived with disability for diseases and injuries at the global, regional, and national scale over the period of 1990 to 2015. Methods We estimated incidence and prevalence by age, sex, cause, year, and geography with a wide range of updated and standardised analytical procedures. Improvements from GBD 2013 included the addition of new data sources, updates to literature reviews for 85 causes, and the identification and inclusion of additional studies published up to November, 2015, to expand the database used for estimation of non-fatal outcomes to 60 900 unique data sources. Prevalence and incidence by cause and sequelae were determined with DisMod-MR 2.1, an improved version of the DisMod-MR Bayesian meta-regression tool first developed for GBD 2010 and GBD 2013. For some causes, we used alternative modelling strategies where the complexity of the disease was not suited to DisMod-MR 2.1 or where incidence and prevalence needed to be determined from other data. For GBD 2015 we created a summary indicator that combines measures of income per capita, educational attainment, and fertility (the Socio-demographic Index [SDI]) and used it to compare observed patterns of health loss to the expected pattern for countries or locations with similar SDI scores. Findings We generated 9·3 billion estimates from the various combinations of prevalence, incidence, and YLDs for causes, sequelae, and impairments by age, sex, geography, and year. In 2015, two causes had acute incidences in excess of 1 billion: upper respiratory infections (17·2 billion, 95% uncertainty interval [UI] 15·4–19·2 billion) and diarrhoeal diseases (2·39 billion, 2·30–2·50 billion). Eight causes of chronic disease and injury each affected more than 10% of the world's population in 2015: permanent caries, tension-type headache, iron-deficiency anaemia, age-related and other hearing loss, migraine, genital herpes, refraction and accommodation disorders, and ascariasis. The impairment that affected the greatest number of people in 2015 was anaemia, with 2·36 billion (2·35–2·37 billion) individuals affected. The second and third leading impairments by number of individuals affected were hearing loss and vision loss, respectively. Between 2005 and 2015, there was little change in the leading causes of years lived with disability (YLDs) on a global basis. NCDs accounted for 18 of the leading 20 causes of age-standardised YLDs on a global scale. Where rates were decreasing, the rate of decrease for YLDs was slower than that of years of life lost (YLLs) for nearly every cause included in our analysis. For low SDI geographies, Group 1 causes typically accounted for 20–30% of total disability, largely attributable to nutritional deficiencies, malaria, neglected tropical diseases, HIV/AIDS, and tuberculosis. Lower back and neck pain was the leading global cause of disability in 2015 in most countries. The leading cause was sense organ disorders in 22 countries in Asia and Africa and one in central Latin America; diabetes in four countries in Oceania; HIV/AIDS in three southern sub-Saharan African countries; collective violence and legal intervention in two north African and Middle Eastern countries; iron-deficiency anaemia in Somalia and Venezuela; depression in Uganda; onchoceriasis in Liberia; and other neglected tropical diseases in the Democratic Republic of the Congo. Interpretation Ageing of the world's population is increasing the number of people living with sequelae of diseases and injuries. Shifts in the epidemiological profile driven by socioeconomic change also contribute to the continued increase in years lived with disability (YLDs) as well as the rate of increase in YLDs. Despite limitations imposed by gaps in data availability and the variable quality of the data available, the standardised and comprehensive approach of the GBD study provides opportunities to examine broad trends, compare those trends between countries or subnational geographies, benchmark against locations at similar stages of development, and gauge the strength or weakness of the estimates available. Funding Bill & Melinda Gates Foundation. Open Access funded by Bill & Melinda Gates FoundationUnder a Creative Commons license Attribution 4.0 International (CC BY 4.0)

Published
2016
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16. Global, regional, and national disability-adjusted life-years (DALYs) for 315 diseases and injuries and healthy life expectancy (HALE), 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015

Author

Kassebaum, Nicholas J, Arora, Megha, Barber, Ryan M, Bhutta, Zulfiqar A, Brown, Jonathan, Carter, Austin, Casey, Daniel C, Charlson, Fiona J, Coates, Matthew M, Coggeshall, Megan, Cornaby, Leslie, Dandona, Lalit, Dicker, Daniel J, Erskine, Holly E, Ferrari, Alize J, Fitzmaurice, Christina, Foreman, Kyle, Forouzanfar, Mohammad H, Fullman, Nancy, Gething, Peter W, Goldberg, Ellen M, Graetz, Nicholas, Haagsma, Juanita A, Hay, Simon I, Johnson, Catherine O, Kemmer, Laura, Khalil, Ibrahim A, Kinfu, Yohannes, Kutz, Michael J, Kyu, Hmwe H, Leung, Janni, Liang, Xiaofeng, Lim, Stephen S, Lozano, Rafael, Mensah, George A, Mikesell, Joe, Mokdad, Ali H, Mooney, Meghan D, Naghavi, Mohsen, Nguyen, Grant, Nsoesie, Elaine, Pigott, David M, Pinho, Christine, Rankin, Zane, Reinig, Nikolas, Salomon, Joshua A, Sandar, Logan, Smith, Alison, Sorensen, Reed J D, Stanaway, Jeffrey, Steiner, Caitlyn, Teeple, Stephanie, Troeger, Chris, Truelsen, Thomas, VanderZanden, Amelia, Wagner, Joseph A, Wanga, Valentine, Whiteford, Harvey A, Zhou, Maigeng, Zoeckler, Leo, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abraham, Biju, Abubakar, Ibrahim, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen M E, Achoki, Tom, Ackerman, Ilana N, Adebiyi, Akindele Olupelumi, Adedeji, Isaac Akinkunmi, Adsuar, José C, Afanvi, Kossivi Agbelenko, Afshin, Ashkan, Agardh, Emilie Elisabet, Agarwal, Arnav, Agarwal, Sanjay Kumar, Ahmed, Muktar Beshir, Kiadaliri, Aliasghar Ahmad, Ahmadieh, Hamid, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore K M, Aldhahri, Saleh Fahed, Alegretti, Miguel Angel, Aleman, Alicia V, Alemu, Zewdie Aderaw, Alexander, Lily T, Ali, Raghib, Alkerwi, Ala'a, Alla, François, Allebeck, Peter, Allen, Christine, Alsharif, Ubai, Altirkawi, Khalid A, Martin, Elena Alvarez, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amberbir, Alemayehu, Amegah, Adeladza Kofi, Amini, Heresh, Ammar, Walid, Amrock, Stephen Marc, Anderson, Gregory M, Anderson, Benjamin O, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Arsenijevic, Valentina S Arsic, Artaman, Al, Asayesh, Hamid, Asghar, Rana Jawad, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Quintanilla, Beatriz Paulina Ayala, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barregard, Lars, Barrero, Lope H, Basu, Sanjay, Bayou, Tigist Assefa, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Bell, Brent, Bell, Michelle L, Benjet, Corina, Bennett, Derrick A, Bensenor, Isabela M, Berhane, Adugnaw, Bernabé, Eduardo, Betsu, Balem Demtsu, Beyene, Addisu Shunu, Bhala, Neeraj, Bhansali, Anil, Bhatt, Samir, Biadgilign, Sibhatu, Bienhoff, Kelly, Bikbov, Boris, Abdulhak, Aref A Bin, Biryukov, Stan, Bisanzio, Donal, Bjertness, Espen, Blore, Jed D, Borschmann, Rohan, Boufous, Soufiane, Bourne, Rupert R A, Brainin, Michael, Brazinova, Alexandra, Breitborde, Nicholas J K, Brugha, Traolach S, Buchbinder, Rachelle, Buckle, Geoffrey Colin, Butt, Zahid A, Calabria, Bianca, Campos-Nonato, Ismael Ricardo, Campuzano, Julio Cesar, Carabin, Hélène, Carapetis, Jonathan R, Cárdenas, Rosario, Carrero, Juan Jesus, Castañeda-Orjuela, Carlos A, Rivas, Jacqueline Castillo, Catalá-López, Ferrán, Cavalleri, Fiorella, Chang, Jung-Chen, Chiang, Peggy Pei-Chia, Chibalabala, Mirriam, Chibueze, Chioma Ezinne, Chisumpa, Vesper Hichilombwe, Choi, Jee-Young Jasmine, Choudhury, Lincoln, Christensen, Hanne, Ciobanu, Liliana G, Colistro, Valentina, Colomar, Mercedes, Colquhoun, Samantha M, Cortinovis, Monica, Crump, John A, Damasceno, Albertino, Dandona, Rakhi, Dargan, Paul I, das Neves, José, Davey, Gail, Davis, Adrian C, Leo, Diego De, Degenhardt, Louisa, Gobbo, Liana C Del, Derrett, Sarah, Jarlais, Don C Des, deVeber, Gabrielle A, Dharmaratne, Samath D, Dhillon, Preet K, Ding, Eric L, Doyle, Kerrie E, Driscoll, Tim R, Duan, Leilei, Dubey, Manisha, Duncan, Bruce Bartholow, Ebrahimi, Hedyeh, Ellenbogen, Richard G, Elyazar, Iqbal, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Eshrati, Babak, Esteghamati, Alireza, Estep, Kara, Fahimi, Saman, Farid, Talha A, Farinha, Carla Sofia e Sa, Faro, André, Farvid, Maryam S, Farzadfar, Farshad, Feigin, Valery L, Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G, Fernandes, Joao C, Fischer, Florian, Fitchett, Joseph R A, Foigt, Nataliya, Fowkes, F Gerry R, Franklin, Richard C, Friedman, Joseph, Frostad, Joseph, Fürst, Thomas, Futran, Neal D, Gabbe, Belinda, Gankpé, Fortuné Gbètoho, Garcia-Basteiro, Alberto L, Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Geleijnse, Johanna M, Gibney, Katherine B, Gillum, Richard F, Ginawi, Ibrahim Abdelmageem Mohamed, Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Giussani, Giorgia, Godwin, William W, Gomez-Dantes, Hector, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Gotay, Carolyn C, Goto, Atsushi, Gouda, Hebe N, Gugnani, Harish, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gupta, Vipin, Gutiérrez, Reyna A, Hafezi-Nejad, Nima, Haile, Demewoz, Hailu, Alemayehu Desalegne, Hailu, Gessessew Bugssa, Halasa, Yara A, Hamadeh, Randah Ribhi, Hamidi, Samer, Hammami, Mouhanad, Handal, Alexis J, Hankey, Graeme J, Harb, Hilda L, Harikrishnan, Sivadasanpillai, Haro, Josep Maria, Hassanvand, Mohammad Sadegh, Hassen, Tahir Ahmed, Havmoeller, Rasmus, Hay, Roderick J, Hedayati, Mohammad T, Heredia-Pi, Ileana Beatriz, Heydarpour, Pouria, Hoek, Hans W, Hoffman, Daniel J, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hoy, Damian G, Hsairi, Mohamed, Huang, Hsiang, Huang, John J, Iburg, Kim Moesgaard, Idrisov, Bulat T, Innos, Kaire, Inoue, Manami, Jacobsen, Kathryn H, Jauregui, Alejandra, Jayatilleke, Achala Upendra, Jeemon, Panniyammakal, Jha, Vivekanand, Jiang, Guohong, Jiang, Ying, Jibat, Tariku, Jimenez-Corona, Aida, Jin, Ye, Jonas, Jost B, Kabir, Zubair, Kajungu, Dan K, Kalkonde, Yogeshwar, Kamal, Ritul, Kan, Haidong, Kandel, Amit, Karch, André, Karema, Corine Kakizi, Karimkhani, Chante, Kasaeian, Amir, Katibeh, Marzieh, Kaul, Anil, Kawakami, Norito, Kazi, Dhruv S, Keiyoro, Peter Njenga, Kemp, Andrew Haddon, Kengne, Andre Pascal, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khang, Young-Ho, Khoja, Tawfik Ahmed Muthafer, Khubchandani, Jagdish, Kieling, Christian, Kim, Cho-il, Kim, Daniel, Kim, Yun Jin, Kissoon, Niranjan, Kivipelto, Miia, Knibbs, Luke D, Knudsen, Ann Kristin, Kokubo, Yoshihiro, Kolte, Dhaval, Kopec, Jacek A, Koul, Parvaiz A, Koyanagi, Ai, Defo, Barthelemy Kuate, Kuchenbecker, Ricardo S, Bicer, Burcu Kucuk, Kuipers, Ernst J, Kumar, G Anil, Kwan, Gene F, Lalloo, Ratilal, Lallukka, Tea, Larsson, Anders, Latif, Asma Abdul, Lavados, Pablo M, Lawrynowicz, Alicia Elena Beatriz, Leasher, Janet L, Leigh, James, Leung, Ricky, Li, Yichong, Li, Yongmei, Lipshultz, Steven E, Liu, Patrick Y, Liu, Yang, Lloyd, Belinda K, Logroscino, Giancarlo, Looker, Katharine J, Lotufo, Paulo A, Lucas, Robyn M, Lunevicius, Raimundas, Lyons, Ronan A, Razek, Hassan Magdy Abd El, Mahdavi, Mahdi, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Malta, Deborah Carvalho, Marcenes, Wagner, Martinez-Raga, Jose, Masiye, Felix, Mason-Jones, Amanda J, Matzopoulos, Richard, Mayosi, Bongani M, McGrath, John J, McKee, Martin, Meaney, Peter A, Mehari, Alem, Melaku, Yohannes Adama, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Meretoja, Atte, Meretoja, Tuomo J, Mesfin, Yonatan Moges, Mhimbira, Francis Apolinary, Millear, Anoushka, Miller, Ted R, Mills, Edward J, Mirarefin, Mojde, Mirrakhimov, Erkin M, Mitchell, Philip B, Mock, Charles N, Mohammad, Karzan Abdulmuhsin, Mohammadi, Alireza, Mohammed, Shafiu, Monasta, Lorenzo, Hernandez, Julio Cesar Montañez, Montico, Marcella, Moradi-Lakeh, Maziar, Mori, Rintaro, Mueller, Ulrich O, Mumford, John Everett, Murdoch, Michele E, Murthy, Gudlavalleti Venkata Satyanarayana, Nachega, Jean B, Naheed, Aliya, Naldi, Luigi, Nangia, Vinay, Newton, John N, Ng, Marie, Ngalesoni, Frida Namnyak, Nguyen, Quyen Le, Nisar, Muhammad Imran, Pete, Patrick Martial Nkamedjie, Nolla, Joan M, Norheim, Ole F, Norman, Rosana E, Norrving, Bo, Obermeyer, Carla Makhlouf, Ogbo, Felix Akpojene, Oh, In-Hwan, Oladimeji, Olanrewaju, Olivares, Pedro R, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Oren, Eyal, Ortiz, Alberto, Ota, Erika, Oyekale, Abayomi Samuel, PA, Mahesh, Park, Eun-Kee, Parsaeian, Mahboubeh, Patten, Scott B, Patton, George C, Pedro, João Mário, Pereira, David M, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Piel, Frédéric B, Pillay, Julian David, Pishgar, Farhad, Plass, Dietrich, Polinder, Suzanne, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prasad, Noela M, Qorbani, Mostafa, Rabiee, Rynaz H S, Radfar, Amir, Rafay, Anwar, Rahimi, Kazem, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Dheeraj, Rai, Rajesh Kumar, Rajsic, Sasa, Raju, Murugesan, Ram, Usha, Ranganathan, Kavitha, Refaat, Amany H, Reitsma, Marissa B, Remuzzi, Giuseppe, Resnikoff, Serge, Reynolds, Alex, Ribeiro, Antonio L, Ricci, Stefano, Roba, Hirbo Shore, Rojas-Rueda, David, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Roy, Ambuj, Sackey, Ben Benasco, Sagar, Rajesh, Sanabria, Juan R, Sanchez-Niño, Maria Dolores, Santos, Itamar S, Santos, João Vasco, Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Schmidt, Maria Inês, Schneider, Ione J C, Schutte, Aletta E, Schwebel, David C, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shahraz, Saeid, Shaikh, Masood Ali, Sharma, Rajesh, She, Jun, Sheikhbahaei, Sara, Shen, Jiabin, Sheth, Kevin N, Shibuya, Kenji, Shigematsu, Mika, Shin, Min-Jeong, Shiri, Rahman, Sigfusdottir, Inga Dora, Silva, Diego Augusto Santos, Silverberg, Jonathan I, Simard, Edgar P, Singh, Abhishek, Singh, Jasvinder A, Singh, Prashant Kumar, Skirbekk, Vegard, Skogen, Jens Christoffer, Soljak, Michael, Søreide, Kjetil, Sreeramareddy, Chandrashekhar T, Stathopoulou, Vasiliki, Steel, Nicholas, Stein, Dan J, Stein, Murray B, Steiner, Timothy J, Stovner, Lars Jacob, Stranges, Saverio, Stroumpoulis, Konstantinos, Sunguya, Bruno F, Sur, Patrick J, Swaminathan, Soumya, Sykes, Bryan L, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Tandon, Nikhil, Tanne, David, Tavakkoli, Mohammad, Taye, Bineyam, Taylor, Hugh R, Ao, Braden J Te, Tegegne, Teketo Kassaw, Tekle, Dejen Yemane, Terkawi, Abdullah Sulieman, Tessema, Gizachew Assefa, Thakur, J S, Thomson, Alan J, Thorne-Lyman, Andrew L, Thrift, Amanda G, Thurston, George D, Tobe-Gai, Ruoyan, Tonelli, Marcello, Topor-Madry, Roman, Topouzis, Fotis, Tran, Bach Xuan, Dimbuene, Zacharie Tsala, Tsilimbaris, Miltiadis, Tura, Abera Kenay, Tuzcu, Emin Murat, Tyrovolas, Stefanos, Ukwaja, Kingsley N, Undurraga, Eduardo A, Uneke, Chigozie Jesse, Uthman, Olalekan A, van Gool, Coen H, van Os, Jim, Vasankari, Tommi, Vasconcelos, Ana Maria Nogales, Venketasubramanian, Narayanaswamy, Violante, Francesco S, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Wagner, Gregory R, Wallin, Mitchell T, Wang, Linhong, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Werdecker, Andrea, Westerman, Ronny, Wijeratne, Tissa, Wilkinson, James D, Williams, Hywel C, Wiysonge, Charles Shey, Woldeyohannes, Solomon Meseret, Wolfe, Charles D A, Won, Sungho, Xu, Gelin, Yadav, Ajit Kumar, Yakob, Bereket, Yan, Lijing L, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Younis, Mustafa Z, Yu, Chuanhua, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zeeb, Hajo, Zodpey, Sanjay, Zonies, David, Zuhlke, Liesl Joanna, Vos, Theo, Lopez, Alan D, Murray, Christopher J L, Kassebaum, Nicholas J, Arora, Megha, Barber, Ryan M, Bhutta, Zulfiqar A, Brown, Jonathan, Carter, Austin, Casey, Daniel C, Charlson, Fiona J, Coates, Matthew M, Coggeshall, Megan, Cornaby, Leslie, Dandona, Lalit, Dicker, Daniel J, Erskine, Holly E, Ferrari, Alize J, Fitzmaurice, Christina, Foreman, Kyle, Forouzanfar, Mohammad H, Fullman, Nancy, Gething, Peter W, Goldberg, Ellen M, Graetz, Nichola, Haagsma, Juanita A, Johnson, Catherine O, Kemmer, Laura, Khalil, Ibrahim A, Kinfu, Yohanne, Kutz, Michael J, Kyu, Hmwe H, Leung, Janni, Liang, Xiaofeng, Lim, Stephen S, Lozano, Rafael, Mensah, George A, Mikesell, Joe, Mokdad, Ali H, Mooney, Meghan D, Naghavi, Mohsen, Nguyen, Grant, Nsoesie, Elaine, Pigott, David M, Pinho, Christine, Rankin, Zane, Reinig, Nikola, Salomon, Joshua A, Sandar, Logan, Smith, Alison, Sorensen, Reed J D, Stanaway, Jeffrey, Steiner, Caitlyn, Teeple, Stephanie, Thomas, Bernadette A, Troeger, Chri, Vanderzanden, Amelia, Wagner, Joseph A, Wanga, Valentine, Whiteford, Harvey A, Zhou, Maigeng, Zoeckler, Leo, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abraham, Biju, Abubakar, Ibrahim, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen M E, Achoki, Tom, Ackerman, Ilana N, Adebiyi, Akindele Olupelumi, Adedeji, Isaac Akinkunmi, Adsuar, José C, Afanvi, Kossivi Agbelenko, Afshin, Ashkan, Agardh, Emilie Elisabet, Agarwal, Arnav, Agarwal, Sanjay Kumar, Ahmed, Muktar Beshir, Kiadaliri, Aliasghar Ahmad, Ahmadieh, Hamid, Akseer, Nadia, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore K M, Aldhahri, Saleh Fahed, Alegretti, Miguel Angel, Aleman, Alicia V, Alemu, Zewdie Aderaw, Alexander, Lily T, Ali, Raghib, Alkerwi, Ala'A, Alla, Françoi, Allebeck, Peter, Alsharif, Ubai, Altirkawi, Khalid A, Martin, Elena Alvarez, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amberbir, Alemayehu, Amegah, Adeladza Kofi, Amini, Heresh, Ammar, Walid, Amrock, Stephen Marc, Anderson, Gregory M, Anderson, Benjamin O, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Arsenijevic, Valentina S Arsic, Artaman, Al, Asayesh, Hamid, Asghar, Rana Jawad, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Quintanilla, Beatriz Paulina Ayala, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barregard, Lar, Barrero, Lope H, Basu, Sanjay, Bayou, Tigist Assefa, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Bell, Brent, Bell, Michelle L, Benjet, Corina, Bennett, Derrick A, Bensenor, Isabela M, Berhane, Adugnaw, Bernabé, Eduardo, Betsu, Balem Demtsu, Beyene, Addisu Shunu, Bhala, Neeraj, Bhansali, Anil, Bhatt, Samir, Biadgilign, Sibhatu, Bienhoff, Kelly, Bikbov, Bori, Abdulhak, Aref A Bin, Bisanzio, Donal, Bjertness, Espen, Blore, Jed D, Borschmann, Rohan, Boufous, Soufiane, Bourne, Rupert R A, Brainin, Michael, Brazinova, Alexandra, Breitborde, Nicholas J K, Brugha, Traolach S, Buchbinder, Rachelle, Buckle, Geoffrey Colin, Butt, Zahid A, Calabria, Bianca, Campos-Nonato, Ismael Ricardo, Campuzano, Julio Cesar, Carabin, Hélène, Carapetis, Jonathan R, Cárdenas, Rosario, Carrero, Juan Jesu, Castañeda-Orjuela, Carlos A, Rivas, Jacqueline Castillo, Catalá-López, Ferrán, Cavalleri, Fiorella, Chang, Jung-Chen, Chiang, Peggy Pei-Chia, Chibalabala, Mirriam, Chibueze, Chioma Ezinne, Chisumpa, Vesper Hichilombwe, Choi, Jee-Young Jasmine, Choudhury, Lincoln, Christensen, Hanne, Ciobanu, Liliana G, Colistro, Valentina, Colomar, Mercede, Colquhoun, Samantha M, Cortinovis, Monica, Crump, John A, Damasceno, Albertino, Dandona, Rakhi, Dargan, Paul I, das Neves, José, Davey, Gail, Davis, Adrian C, Leo, Diego De, Degenhardt, Louisa, Gobbo, Liana C Del, Derrett, Sarah, Jarlais, Don C De, Deveber, Gabrielle A, Dharmaratne, Samath D, Dhillon, Preet K, Ding, Eric L, Doyle, Kerrie E, Driscoll, Tim R, Duan, Leilei, Dubey, Manisha, Duncan, Bruce Bartholow, Ebrahimi, Hedyeh, Ellenbogen, Richard G, Elyazar, Iqbal, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Eshrati, Babak, Esteghamati, Alireza, Estep, Kara, Fahimi, Saman, Farid, Talha A, Farinha, Carla Sofia e Sa, Faro, André, Farvid, Maryam S, Farzadfar, Farshad, Feigin, Valery L, Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G, Fernandes, Joao C, Fischer, Florian, Fitchett, Joseph R A, Foigt, Nataliya, Fowkes, F Gerry R, Franklin, Richard C, Friedman, Joseph, Frostad, Joseph, Fürst, Thoma, Futran, Neal D, Gabbe, Belinda, Gankpé, Fortuné Gbètoho, Garcia-Basteiro, Alberto L, Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Geleijnse, Johanna M, Gibney, Katherine B, Gillum, Richard F, Ginawi, Ibrahim Abdelmageem Mohamed, Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Godwin, William W, Gomez-Dantes, Hector, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Gotay, Carolyn C, Goto, Atsushi, Gouda, Hebe N, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gupta, Vipin, Gutiérrez, Reyna A, Hafezi-Nejad, Nima, Haile, Demewoz, Hailu, Alemayehu Desalegne, Hailu, Gessessew Bugssa, Halasa, Yara A, Hamadeh, Randah Ribhi, Hamidi, Samer, Hammami, Mouhanad, Handal, Alexis J, Hankey, Graeme J, Harb, Hilda L, Harikrishnan, Sivadasanpillai, Haro, Josep Maria, Hassanvand, Mohammad Sadegh, Hassen, Tahir Ahmed, Havmoeller, Rasmu, Hay, Roderick J, Hedayati, Mohammad T, Heredia-Pi, Ileana Beatriz, Heydarpour, Pouria, Hoek, Hans W, Hoffman, Daniel J, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hoy, Damian G, Hsairi, Mohamed, Huang, Hsiang, Huang, John J, Iburg, Kim Moesgaard, Idrisov, Bulat T, Innos, Kaire, Inoue, Manami, Jacobsen, Kathryn H, Jauregui, Alejandra, Jayatilleke, Achala Upendra, Jeemon, Panniyammakal, Jha, Vivekanand, Jiang, Guohong, Jiang, Ying, Jibat, Tariku, Jimenez-Corona, Aida, Jin, Ye, Jonas, Jost B, Kabir, Zubair, Kajungu, Dan K, Kalkonde, Yogeshwar, Kamal, Ritul, Kan, Haidong, Kandel, Amit, Karch, André, Karema, Corine Kakizi, Karimkhani, Chante, Kasaeian, Amir, Katibeh, Marzieh, Kaul, Anil, Kawakami, Norito, Kazi, Dhruv S, Keiyoro, Peter Njenga, Kemp, Andrew Haddon, Kengne, Andre Pascal, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khang, Young-Ho, Khoja, Tawfik Ahmed Muthafer, Khubchandani, Jagdish, Kieling, Christian, Kim, Cho-il, Kim, Daniel, Kim, Yun Jin, Kissoon, Niranjan, Kivipelto, Miia, Knibbs, Luke D, Knudsen, Ann Kristin, Kokubo, Yoshihiro, Kolte, Dhaval, Kopec, Jacek A, Koul, Parvaiz A, Koyanagi, Ai, Defo, Barthelemy Kuate, Kuchenbecker, Ricardo S, Bicer, Burcu Kucuk, Kuipers, Ernst J, Kumar, G Anil, Kwan, Gene F, Lalloo, Ratilal, Lallukka, Tea, Larsson, Ander, Latif, Asma Abdul, Lavados, Pablo M, Lawrynowicz, Alicia Elena Beatriz, Leasher, Janet L, Leigh, Jame, Leung, Ricky, Li, Yichong, Li, Yongmei, Lipshultz, Steven E, Liu, Patrick Y, Liu, Yang, Lloyd, Belinda K, Logroscino, Giancarlo, Looker, Katharine J, Lotufo, Paulo A, Lucas, Robyn M, Lunevicius, Raimunda, Lyons, Ronan A, Razek, Hassan Magdy Abd El, Mahdavi, Mahdi, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Malta, Deborah Carvalho, Marcenes, Wagner, Martinez-Raga, Jose, Masiye, Felix, Mason-Jones, Amanda J, Matzopoulos, Richard, Mayosi, Bongani M, Mcgrath, John J, Mckee, Martin, Meaney, Peter A, Mehari, Alem, Melaku, Yohannes Adama, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Meretoja, Atte, Meretoja, Tuomo J, Mesfin, Yonatan Moge, Mhimbira, Francis Apolinary, Miller, Ted R, Mills, Edward J, Mirarefin, Mojde, Mirrakhimov, Erkin M, Mitchell, Philip B, Mock, Charles N, Mohammad, Karzan Abdulmuhsin, Mohammadi, Alireza, Mohammed, Shafiu, Monasta, Lorenzo, Hernandez, Julio Cesar Montañez, Montico, Marcella, Moradi-Lakeh, Maziar, Mori, Rintaro, Mueller, Ulrich O, Mumford, John Everett, Murdoch, Michele E, Murthy, Gudlavalleti Venkata Satyanarayana, Nachega, Jean B, Naheed, Aliya, Naldi, Luigi, Nangia, Vinay, Newton, John N, Ng, Marie, Ngalesoni, Frida Namnyak, Nguyen, Quyen Le, Nisar, Muhammad Imran, Pete, Patrick Martial Nkamedjie, Nolla, Joan M, Norheim, Ole F, Norman, Rosana E, Norrving, Bo, Obermeyer, Carla Makhlouf, Ogbo, Felix Akpojene, Oh, In-Hwan, Oladimeji, Olanrewaju, Olivares, Pedro R, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Oren, Eyal, Ortiz, Alberto, Ota, Erika, Oyekale, Abayomi Samuel, Pa, Mahesh, Park, Eun-Kee, Parsaeian, Mahboubeh, Patten, Scott B, Patton, George C, Pedro, João Mário, Pereira, David M, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Piel, Frédéric B, Pillay, Julian David, Pishgar, Farhad, Plass, Dietrich, Polinder, Suzanne, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prasad, Noela M, Qorbani, Mostafa, Rabiee, Rynaz H S, Radfar, Amir, Rafay, Anwar, Rahimi, Kazem, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Dheeraj, Rai, Rajesh Kumar, Rajsic, Sasa, Raju, Murugesan, Ram, Usha, Ranganathan, Kavitha, Refaat, Amany H, Reitsma, Marissa B, Remuzzi, Giuseppe, Resnikoff, Serge, Reynolds, Alex, Ribeiro, Antonio L, Ricci, Stefano, Roba, Hirbo Shore, Rojas-Rueda, David, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Roy, Ambuj, Sackey, Ben Benasco, Sagar, Rajesh, Sanabria, Juan R, Sanchez-Niño, Maria Dolore, Santos, Itamar S, Santos, João Vasco, Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Schmidt, Maria Inê, Schneider, Ione J C, Schutte, Aletta E, Schwebel, David C, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shahraz, Saeid, Shaikh, Masood Ali, Sharma, Rajesh, She, Jun, Sheikhbahaei, Sara, Shen, Jiabin, Sheth, Kevin N, Shibuya, Kenji, Shigematsu, Mika, Shin, Min-Jeong, Shiri, Rahman, Sigfusdottir, Inga Dora, Silva, Diego Augusto Santo, Silverberg, Jonathan I, Simard, Edgar P, Singh, Abhishek, Singh, Jasvinder A, Singh, Prashant Kumar, Skirbekk, Vegard, Skogen, Jens Christoffer, Soljak, Michael, Søreide, Kjetil, Sreeramareddy, Chandrashekhar T, Stathopoulou, Vasiliki, Steel, Nichola, Stein, Dan J, Stein, Murray B, Steiner, Timothy J, Stovner, Lars Jacob, Stranges, Saverio, Stroumpoulis, Konstantino, Sunguya, Bruno F, Sur, Patrick J, Swaminathan, Soumya, Sykes, Bryan L, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Tandon, Nikhil, Tanne, David, Tavakkoli, Mohammad, Taye, Bineyam, Taylor, Hugh R, Ao, Braden J Te, Tegegne, Teketo Kassaw, Tekle, Dejen Yemane, Terkawi, Abdullah Sulieman, Tessema, Gizachew Assefa, Thakur, J.S., Thomson, Alan J, Thorne-Lyman, Andrew L, Thrift, Amanda G, Thurston, George D, Tobe-Gai, Ruoyan, Tonelli, Marcello, Topor-Madry, Roman, Topouzis, Foti, Tran, Bach Xuan, Dimbuene, Zacharie Tsala, Tsilimbaris, Miltiadi, Tura, Abera Kenay, Tuzcu, Emin Murat, Tyrovolas, Stefano, Ukwaja, Kingsley N, Undurraga, Eduardo A, Uneke, Chigozie Jesse, Uthman, Olalekan A, van Gool, Coen H, van Os, Jim, Vasankari, Tommi, Vasconcelos, Ana Maria Nogale, Venketasubramanian, Narayanaswamy, Violante, Francesco S, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Wagner, Gregory R, Wallin, Mitchell T, Wang, Linhong, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Werdecker, Andrea, Westerman, Ronny, Wijeratne, Tissa, Wilkinson, James D, Williams, Hywel C, Wiysonge, Charles Shey, Woldeyohannes, Solomon Meseret, Wolfe, Charles D A, Won, Sungho, Xu, Gelin, Yadav, Ajit Kumar, Yakob, Bereket, Yan, Lijing L, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Younis, Mustafa Z, Yu, Chuanhua, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zeeb, Hajo, Zodpey, Sanjay, Zonies, David, Zuhlke, Liesl Joanna, Vos, Theo, Lopez, Alan D, Murray, Christopher J L, Public Health, Gastroenterology & Hepatology, Health Services Management & Organisation (HSMO), RS: MHeNs - R2 - Mental Health, MUMC+: MA Psychiatrie (3), MUMC+: Hersen en Zenuw Centrum (3), Psychiatrie & Neuropsychologie, and Kardiyoloji

Subjects
Medicine(all), Medical And Health Sciences, Medicine (all), Public Health, Global Health, Social Medicine and Epidemiology, Articles, Global Health, Article, Cost of Illne, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Life Expectancy, Cost of Illness, SDG 3 - Good Health and Well-being, General & Internal Medicine, Quality-Adjusted Life Year, Humans, Disabled Persons, Disabled Person, Quality-Adjusted Life Years, Morbidity, Human
Abstract

Background Healthy life expectancy (HALE) and disability-adjusted life-years (DALYs) provide summary measures of health across geographies and time that can inform assessments of epidemiological patterns and health system performance, help to prioritise investments in research and development, and monitor progress toward the Sustainable Development Goals (SDGs). We aimed to provide updated HALE and DALYs for geographies worldwide and evaluate how disease burden changes with development. Methods We used results from the Global Burden of Diseases, Injuries, and Risk Factors Study 2015 (GBD 2015) for all-cause mortality, cause-specific mortality, and non-fatal disease burden to derive HALE and DALYs by sex for 195 countries and territories from 1990 to 2015. We calculated DALYs by summing years of life lost (YLLs) and years of life lived with disability (YLDs) for each geography, age group, sex, and year. We estimated HALE using the Sullivan method, which draws from age-specific death rates and YLDs per capita. We then assessed how observed levels of DALYs and HALE differed from expected trends calculated with the Socio-demographic Index (SDI), a composite indicator constructed from measures of income per capita, average years of schooling, and total fertility rate. Findings Total global DALYs remained largely unchanged from 1990 to 2015, with decreases in communicable, neonatal, maternal, and nutritional (Group 1) disease DALYs off set by increased DALYs due to non-communicable diseases (NCDs). Much of this epidemiological transition was caused by changes in population growth and ageing, but it was accelerated by widespread improvements in SDI that also correlated strongly with the increasing importance of NCDs. Both total DALYs and age-standardised DALY rates due to most Group 1 causes significantly decreased by 2015, and although total burden climbed for the majority of NCDs, age-standardised DALY rates due to NCDs declined. Nonetheless, age-standardised DALY rates due to several high-burden NCDs (including osteoarthritis, drug use disorders, depression, diabetes, congenital birth defects, and skin, oral, and sense organ diseases) either increased or remained unchanged, leading to increases in their relative ranking in many geographies. From 2005 to 2015, HALE at birth increased by an average of 2.9 years (95% uncertainty interval 2.9-3.0) for men and 3.5 years (3.4-3.7) for women, while HALE at age 65 years improved by 0.85 years (0.78-0.92) and 1.2 years (1.1-1.3), respectively. Rising SDI was associated with consistently higher HALE and a somewhat smaller proportion of life spent with functional health loss; however, rising SDI was related to increases in total disability. Many countries and territories in central America and eastern sub-Saharan Africa had increasingly lower rates of disease burden than expected given their SDI. At the same time, a subset of geographies recorded a growing gap between observed and expected levels of DALYs, a trend driven mainly by rising burden due to war, interpersonal violence, and various NCDs. Interpretation Health is improving globally, but this means more populations are spending more time with functional health loss, an absolute expansion of morbidity. The proportion of life spent in ill health decreases somewhat with increasing SDI, a relative compression of morbidity, which supports continued efforts to elevate personal income, improve education, and limit fertility. Our analysis of DALYs and HALE and their relationship to SDI represents a robust framework on which to benchmark geography-specific health performance and SDG progress. Country-specific drivers of disease burden, particularly for causes with higher-than-expected DALYs, should inform financial and research investments, prevention efforts, health policies, and health system improvement initiatives for all countries along the development continuum. Copyright (C) The Author(s). Published by Elsevier Ltd.

Published
2016

17. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013

Author

GBD 2013 Risk Factors Collaborators, Forouzanfar, Mohammad H, Alexander, Lily, Anderson, H Ross, Bachman, Victoria F, Biryukov, Stan, Brauer, Michael, Burnett, Richard, Casey, Daniel, Coates, Matthew M, Cohen, Aaron, Delwiche, Kristen, Estep, Kara, Frostad, Joseph J, Astha, KC, Kyu, Hmwe H, Moradi-Lakeh, Maziar, Ng, Marie, Slepak, Erica Leigh, Thomas, Bernadette A, Wagner, Joseph, Aasvang, Gunn Marit, Abbafati, Cristiana, Abbasoglu Ozgoren, Ayse, Abd-Allah, Foad, Abera, Semaw F, Aboyans, Victor, Abraham, Biju, Abraham, Jerry Puthenpurakal, Abubakar, Ibrahim, Abu-Rmeileh, Niveen ME, Aburto, Tania C, Achoki, Tom, Adelekan, Ademola, Adofo, Koranteng, Adou, Arsène K, Adsuar, José C, Afshin, Ashkan, Agardh, Emilie E, Al Khabouri, Mazin J, Al Lami, Faris H, Alam, Sayed Saidul, Alasfoor, Deena, Albittar, Mohammed I, Alegretti, Miguel A, Aleman, Alicia V, Alemu, Zewdie A, Alfonso-Cristancho, Rafael, Alhabib, Samia, Ali, Raghib, Ali, Mohammed K, Alla, François, Allebeck, Peter, Allen, Peter J, Alsharif, Ubai, Alvarez, Elena, Alvis-Guzman, Nelson, Amankwaa, Adansi A, Amare, Azmeraw T, Ameh, Emmanuel A, Ameli, Omid, Amini, Heresh, Ammar, Walid, Anderson, Benjamin O, Antonio, Carl Abelardo T, Anwari, Palwasha, Argeseanu Cunningham, Solveig, Arnlöv, Johan, Arsenijevic, Valentina S Arsic, Artaman, Al, Asghar, Rana J, Assadi, Reza, Atkins, Lydia S, Atkinson, Charles, Avila, Marco A, Awuah, Baffour, Badawi, Alaa, Bahit, Maria C, Bakfalouni, Talal, Balakrishnan, Kalpana, Balalla, Shivanthi, Balu, Ravi Kumar, Banerjee, Amitava, Barber, Ryan M, Barker-Collo, Suzanne L, Barquera, Simon, Barregard, Lars, Barrero, Lope H, Barrientos-Gutierrez, Tonatiuh, Basto-Abreu, Ana C, Basu, Arindam, Basu, Sanjay, Basulaiman, Mohammed O, Batis Ruvalcaba, Carolina, Beardsley, Justin, Bedi, Neeraj, Bekele, Tolesa, Bell, Michelle L, Benjet, Corina, and Bennett, Derrick A

Subjects
Male, Prevention, Health Behavior, Nutritional Status, Environmental Exposure, Global Health, Risk Assessment, Medical and Health Sciences, Occupational Diseases, GBD 2013 Risk Factors Collaborators, Good Health and Well Being, Metabolic Diseases, Risk Factors, Clinical Research, Occupational Exposure, General & Internal Medicine, Humans, 2.2 Factors relating to the physical environment, Female, Sanitation, Aetiology, Nutrition
Abstract

BackgroundThe Global Burden of Disease, Injuries, and Risk Factor study 2013 (GBD 2013) is the first of a series of annual updates of the GBD. Risk factor quantification, particularly of modifiable risk factors, can help to identify emerging threats to population health and opportunities for prevention. The GBD 2013 provides a timely opportunity to update the comparative risk assessment with new data for exposure, relative risks, and evidence on the appropriate counterfactual risk distribution.MethodsAttributable deaths, years of life lost, years lived with disability, and disability-adjusted life-years (DALYs) have been estimated for 79 risks or clusters of risks using the GBD 2010 methods. Risk-outcome pairs meeting explicit evidence criteria were assessed for 188 countries for the period 1990-2013 by age and sex using three inputs: risk exposure, relative risks, and the theoretical minimum risk exposure level (TMREL). Risks are organised into a hierarchy with blocks of behavioural, environmental and occupational, and metabolic risks at the first level of the hierarchy. The next level in the hierarchy includes nine clusters of related risks and two individual risks, with more detail provided at levels 3 and 4 of the hierarchy. Compared with GBD 2010, six new risk factors have been added: handwashing practices, occupational exposure to trichloroethylene, childhood wasting, childhood stunting, unsafe sex, and low glomerular filtration rate. For most risks, data for exposure were synthesised with a Bayesian meta-regression method, DisMod-MR 2.0, or spatial-temporal Gaussian process regression. Relative risks were based on meta-regressions of published cohort and intervention studies. Attributable burden for clusters of risks and all risks combined took into account evidence on the mediation of some risks such as high body-mass index (BMI) through other risks such as high systolic blood pressure and high cholesterol.FindingsAll risks combined account for 57·2% (95% uncertainty interval [UI] 55·8-58·5) of deaths and 41·6% (40·1-43·0) of DALYs. Risks quantified account for 87·9% (86·5-89·3) of cardiovascular disease DALYs, ranging to a low of 0% for neonatal disorders and neglected tropical diseases and malaria. In terms of global DALYs in 2013, six risks or clusters of risks each caused more than 5% of DALYs: dietary risks accounting for 11·3 million deaths and 241·4 million DALYs, high systolic blood pressure for 10·4 million deaths and 208·1 million DALYs, child and maternal malnutrition for 1·7 million deaths and 176·9 million DALYs, tobacco smoke for 6·1 million deaths and 143·5 million DALYs, air pollution for 5·5 million deaths and 141·5 million DALYs, and high BMI for 4·4 million deaths and 134·0 million DALYs. Risk factor patterns vary across regions and countries and with time. In sub-Saharan Africa, the leading risk factors are child and maternal malnutrition, unsafe sex, and unsafe water, sanitation, and handwashing. In women, in nearly all countries in the Americas, north Africa, and the Middle East, and in many other high-income countries, high BMI is the leading risk factor, with high systolic blood pressure as the leading risk in most of Central and Eastern Europe and south and east Asia. For men, high systolic blood pressure or tobacco use are the leading risks in nearly all high-income countries, in north Africa and the Middle East, Europe, and Asia. For men and women, unsafe sex is the leading risk in a corridor from Kenya to South Africa.InterpretationBehavioural, environmental and occupational, and metabolic risks can explain half of global mortality and more than one-third of global DALYs providing many opportunities for prevention. Of the larger risks, the attributable burden of high BMI has increased in the past 23 years. In view of the prominence of behavioural risk factors, behavioural and social science research on interventions for these risks should be strengthened. Many prevention and primary care policy options are available now to act on key risks.FundingBill & Melinda Gates Foundation.

Published
2015

18. Global, regional, and national incidence and mortality for HIV, tuberculosis, and malaria during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013

Author

Murray, Christopher JL, Ortblad, Katrina F, Guinovart, Caterina, Lim, Stephen S, Wolock, Timothy M, Roberts, D Allen, Dansereau, Emily A, Graetz, Nicholas, Barber, Ryan M, Brown, Jonathan C, Wang, Haidong, Duber, Herbert C, Naghavi, Mohsen, Dicker, Daniel, Dandona, Lalit, Salomon, Joshua A, Heuton, Kyle R, Foreman, Kyle, Phillips, David E, Fleming, Thomas D, Flaxman, Abraham D, Phillips, Bryan K, Johnson, Elizabeth K, Coggeshall, Megan S, Abd-Allah, Foad, Abera, Semaw Ferede, Abraham, Jerry P, Abubakar, Ibrahim, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen Me, Achoki, Tom, Adeyemo, Austine Olufemi, Adou, Arsène Kouablan, Adsuar, José C, Agardh, Emilie Elisabet, Akena, Dickens, Al Kahbouri, Mazin J, Alasfoor, Deena, Albittar, Mohammed I, Alcalá-Cerra, Gabriel, Alegretti, Miguel Angel, Alemu, Zewdie Aderaw, Alfonso-Cristancho, Rafael, Alhabib, Samia, Ali, Raghib, Alla, Francois, Allen, Peter J, Alsharif, Ubai, Alvarez, Elena, Alvis-Guzman, Nelson, Amankwaa, Adansi A, Amare, Azmeraw T, Amini, Hassan, Ammar, Walid, Anderson, Benjamin O, Antonio, Carl Abelardo T, Anwari, Palwasha, Arnlöv, Johan, Arsenijevic, Valentina S Arsic, Artaman, Ali, Asghar, Rana J, Assadi, Reza, Atkins, Lydia S, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Basu, Sanjay, Beardsley, Justin, Bekele, Tolesa, Bell, Michelle L, Bernabe, Eduardo, Beyene, Tariku Jibat, Bhala, Neeraj, Bhalla, Ashish, Bhutta, Zulfiqar A, Abdulhak, Aref Bin, Binagwaho, Agnes, Blore, Jed D, Basara, Berrak Bora, Bose, Dipan, Brainin, Michael, Breitborde, Nicholas, Castañeda-Orjuela, Carlos A, Catalá-López, Ferrán, Chadha, Vineet K, Chang, Jung-Chen, Chiang, Peggy Pei-Chia, Chuang, Ting-Wu, Colomar, Mercedes, Cooper, Leslie Trumbull, Cooper, Cyrus, Courville, Karen J, Cowie, Benjamin C, Criqui, Michael H, Dandona, Rakhi, Dayama, Anand, De Leo, Diego, Degenhardt, Louisa, Del Pozo-Cruz, Borja, and Deribe, Kebede

Subjects
Male, Incidence, Prevention, HIV Infections, Global Health, Medical and Health Sciences, Malaria, Vector-Borne Diseases, Age Distribution, Rare Diseases, Infectious Diseases, Good Health and Well Being, General & Internal Medicine, Humans, Tuberculosis, Organizational Objectives, HIV/AIDS, 2.2 Factors relating to the physical environment, Female, Mortality, Sex Distribution, Aetiology, Epidemics, Infection, 2.4 Surveillance and distribution
Abstract

BackgroundThe Millennium Declaration in 2000 brought special global attention to HIV, tuberculosis, and malaria through the formulation of Millennium Development Goal (MDG) 6. The Global Burden of Disease 2013 study provides a consistent and comprehensive approach to disease estimation for between 1990 and 2013, and an opportunity to assess whether accelerated progress has occured since the Millennium Declaration.MethodsTo estimate incidence and mortality for HIV, we used the UNAIDS Spectrum model appropriately modified based on a systematic review of available studies of mortality with and without antiretroviral therapy (ART). For concentrated epidemics, we calibrated Spectrum models to fit vital registration data corrected for misclassification of HIV deaths. In generalised epidemics, we minimised a loss function to select epidemic curves most consistent with prevalence data and demographic data for all-cause mortality. We analysed counterfactual scenarios for HIV to assess years of life saved through prevention of mother-to-child transmission (PMTCT) and ART. For tuberculosis, we analysed vital registration and verbal autopsy data to estimate mortality using cause of death ensemble modelling. We analysed data for corrected case-notifications, expert opinions on the case-detection rate, prevalence surveys, and estimated cause-specific mortality using Bayesian meta-regression to generate consistent trends in all parameters. We analysed malaria mortality and incidence using an updated cause of death database, a systematic analysis of verbal autopsy validation studies for malaria, and recent studies (2010-13) of incidence, drug resistance, and coverage of insecticide-treated bednets.FindingsGlobally in 2013, there were 1·8 million new HIV infections (95% uncertainty interval 1·7 million to 2·1 million), 29·2 million prevalent HIV cases (28·1 to 31·7), and 1·3 million HIV deaths (1·3 to 1·5). At the peak of the epidemic in 2005, HIV caused 1·7 million deaths (1·6 million to 1·9 million). Concentrated epidemics in Latin America and eastern Europe are substantially smaller than previously estimated. Through interventions including PMTCT and ART, 19·1 million life-years (16·6 million to 21·5 million) have been saved, 70·3% (65·4 to 76·1) in developing countries. From 2000 to 2011, the ratio of development assistance for health for HIV to years of life saved through intervention was US$4498 in developing countries. Including in HIV-positive individuals, all-form tuberculosis incidence was 7·5 million (7·4 million to 7·7 million), prevalence was 11·9 million (11·6 million to 12·2 million), and number of deaths was 1·4 million (1·3 million to 1·5 million) in 2013. In the same year and in only individuals who were HIV-negative, all-form tuberculosis incidence was 7·1 million (6·9 million to 7·3 million), prevalence was 11·2 million (10·8 million to 11·6 million), and number of deaths was 1·3 million (1·2 million to 1·4 million). Annualised rates of change (ARC) for incidence, prevalence, and death became negative after 2000. Tuberculosis in HIV-negative individuals disproportionately occurs in men and boys (versus women and girls); 64·0% of cases (63·6 to 64·3) and 64·7% of deaths (60·8 to 70·3). Globally, malaria cases and deaths grew rapidly from 1990 reaching a peak of 232 million cases (143 million to 387 million) in 2003 and 1·2 million deaths (1·1 million to 1·4 million) in 2004. Since 2004, child deaths from malaria in sub-Saharan Africa have decreased by 31·5% (15·7 to 44·1). Outside of Africa, malaria mortality has been steadily decreasing since 1990.InterpretationOur estimates of the number of people living with HIV are 18·7% smaller than UNAIDS's estimates in 2012. The number of people living with malaria is larger than estimated by WHO. The number of people living with HIV, tuberculosis, or malaria have all decreased since 2000. At the global level, upward trends for malaria and HIV deaths have been reversed and declines in tuberculosis deaths have accelerated. 101 countries (74 of which are developing) still have increasing HIV incidence. Substantial progress since the Millennium Declaration is an encouraging sign of the effect of global action.FundingBill & Melinda Gates Foundation.

Published
2014

19. Global, regional, and national levels and causes of maternal mortality during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013

Author

Kassebaum, Nicholas J, Bertozzi-Villa, Amelia, Coggeshall, Megan S, Shackelford, Katya A, Steiner, Caitlyn, Heuton, Kyle R, Gonzalez-Medina, Diego, Barber, Ryan, Huynh, Chantal, Dicker, Daniel, Templin, Tara, Wolock, Timothy M, Ozgoren, Ayse Abbasoglu, Abd-Allah, Foad, Abera, Semaw Ferede, Abubakar, Ibrahim, Achoki, Tom, Adelekan, Ademola, Ademi, Zanfina, Adou, Arsène Kouablan, Adsuar, José C, Agardh, Emilie E, Akena, Dickens, Alasfoor, Deena, Alemu, Zewdie Aderaw, Alfonso-Cristancho, Rafael, Alhabib, Samia, Ali, Raghib, Al Kahbouri, Mazin J, Alla, François, Allen, Peter J, AlMazroa, Mohammad A, Alsharif, Ubai, Alvarez, Elena, Alvis-Guzmán, Nelson, Amankwaa, Adansi A, Amare, Azmeraw T, Amini, Hassan, Ammar, Walid, Antonio, Carl AT, Anwari, Palwasha, Arnlöv, Johan, Arsenijevic, Valentina S Arsic, Artaman, Ali, Asad, Majed Masoud, Asghar, Rana J, Assadi, Reza, Atkins, Lydia S, Badawi, Alaa, Balakrishnan, Kalpana, Basu, Arindam, Basu, Sanjay, Beardsley, Justin, Bedi, Neeraj, Bekele, Tolesa, Bell, Michelle L, Bernabe, Eduardo, Beyene, Tariku J, Bhutta, Zulfiqar, Bin Abdulhak, Aref, Blore, Jed D, Basara, Berrak Bora, Bose, Dipan, Breitborde, Nicholas, Cárdenas, Rosario, Castañeda-Orjuela, Carlos A, Castro, Ruben Estanislao, Catalá-López, Ferrán, Cavlin, Alanur, Chang, Jung-Chen, Che, Xuan, Christophi, Costas A, Chugh, Sumeet S, Cirillo, Massimo, Colquhoun, Samantha M, Cooper, Leslie Trumbull, Cooper, Cyrus, da Costa Leite, Iuri, Dandona, Lalit, Dandona, Rakhi, Davis, Adrian, Dayama, Anand, Degenhardt, Louisa, De Leo, Diego, del Pozo-Cruz, Borja, Deribe, Kebede, Dessalegn, Muluken, deVeber, Gabrielle A, Dharmaratne, Samath D, Dilmen, Uğur, Ding, Eric L, Dorrington, Rob E, Driscoll, Tim R, Ermakov, Sergei Petrovich, Esteghamati, Alireza, Faraon, Emerito Jose A, Farzadfar, Farshad, Felicio, Manuela Mendonca, Fereshtehnejad, Seyed-Mohammad, and de Lima, Graça Maria Ferreira

Subjects
Time Factors, Infectious, HIV Infections, Reproductive health and childbirth, Statistical, Global Health, Medical and Health Sciences, Pregnancy Complications, Maternal Mortality, Age Distribution, Good Health and Well Being, Socioeconomic Factors, Models, Risk Factors, Pregnancy, Cause of Death, General & Internal Medicine, Humans, Organizational Objectives, Female, Aetiology, Infection, 2.4 Surveillance and distribution
Abstract

BackgroundThe fifth Millennium Development Goal (MDG 5) established the goal of a 75% reduction in the maternal mortality ratio (MMR; number of maternal deaths per 100,000 livebirths) between 1990 and 2015. We aimed to measure levels and track trends in maternal mortality, the key causes contributing to maternal death, and timing of maternal death with respect to delivery.MethodsWe used robust statistical methods including the Cause of Death Ensemble model (CODEm) to analyse a database of data for 7065 site-years and estimate the number of maternal deaths from all causes in 188 countries between 1990 and 2013. We estimated the number of pregnancy-related deaths caused by HIV on the basis of a systematic review of the relative risk of dying during pregnancy for HIV-positive women compared with HIV-negative women. We also estimated the fraction of these deaths aggravated by pregnancy on the basis of a systematic review. To estimate the numbers of maternal deaths due to nine different causes, we identified 61 sources from a systematic review and 943 site-years of vital registration data. We also did a systematic review of reports about the timing of maternal death, identifying 142 sources to use in our analysis. We developed estimates for each country for 1990-2013 using Bayesian meta-regression. We estimated 95% uncertainty intervals (UIs) for all values.Findings292,982 (95% UI 261,017-327,792) maternal deaths occurred in 2013, compared with 376,034 (343,483-407,574) in 1990. The global annual rate of change in the MMR was -0·3% (-1·1 to 0·6) from 1990 to 2003, and -2·7% (-3·9 to -1·5) from 2003 to 2013, with evidence of continued acceleration. MMRs reduced consistently in south, east, and southeast Asia between 1990 and 2013, but maternal deaths increased in much of sub-Saharan Africa during the 1990s. 2070 (1290-2866) maternal deaths were related to HIV in 2013, 0·4% (0·2-0·6) of the global total. MMR was highest in the oldest age groups in both 1990 and 2013. In 2013, most deaths occurred intrapartum or postpartum. Causes varied by region and between 1990 and 2013. We recorded substantial variation in the MMR by country in 2013, from 956·8 (685·1-1262·8) in South Sudan to 2·4 (1·6-3·6) in Iceland.InterpretationGlobal rates of change suggest that only 16 countries will achieve the MDG 5 target by 2015. Accelerated reductions since the Millennium Declaration in 2000 coincide with increased development assistance for maternal, newborn, and child health. Setting of targets and associated interventions for after 2015 will need careful consideration of regions that are making slow progress, such as west and central Africa.FundingBill & Melinda Gates Foundation.

Published
2014

20. Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990-2015: a systematic analysis for the Global Burden of Disease Study 2015

Author

Forouzanfar, Mohammad H., Afshin, Ashkan, Alexander, Lily T., Anderson, H. Ross, Bhutta, Zulfiqar A., Biryukov, Stan, Brauer, Michael, Burnett, Richard, Cercy, Kelly, Charlson, Fiona J., Cohen, Aaron J., Dandona, Lalit, Estep, Kara, Ferrari, Alize J., Frostad, Joseph J., Fullman, Nancy, Gething, Peter W., Godwin, William W., Griswold, Max, Hay, Simon I., Kinfu, Yohannes, Kyu, Hmwe H., Larson, Heidi J., Liang, Xiaofeng, Lim, Stephen S., Liu, Patrick Y., Lopez, Alan D., Lozano, Rafael, Marczak, Laurie, Mensah, George A., Mokdad, Ali H., Moradi-Lakeh, Maziar, Naghavi, Mohsen, Neal, Bruce, Reitsma, Marissa B., Roth, Gregory A., Salomon, Joshua A., Sur, Patrick J., Vos, Theo, Wagner, Joseph A., Wang, Haidong, Zhao, Yi, Zhou, Maigeng, Aasvang, Gunn Marit, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M., Abd-Allah, Foad, Abdulle, Abdishakur M., Abera, Semaw Ferede, Abraham, Biju, Abu-Raddad, Laith J., Abyu, Gebre Yitayih, Adebiyi, Akindele Olupelumi, Adedeji, Isaac Akinkunmi, Ademi, Zanfina, Adou, Arsène Kouablan, Adsuar, José C., Agardh, Emilie Elisabet, Agarwal, Arnav, Agrawal, Anurag, Kiadaliri, Aliasghar Ahmad, Ajala, Oluremi N., Akinyemiju, Tomi F., Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore K. M., Aldhahri, Saleh Fahed, Aldridge, Robert William, Alemu, Zewdie Aderaw, Ali, Raghib, Alkerwi, Ala A., Alla, François, Allebeck, Peter, Alsharif, Ubai, Altirkawi, Khalid A., Martin, Elena Alvarez, Alvis-Guzman, Nelson, Amare, Azmeraw T., Amberbir, Alemayehu, Amegah, Adeladza Kofi, Amini, Heresh, Ammar, Walid, Amrock, Stephen Marc, Andersen, Hjalte H., Anderson, Benjamin O., Antonio, Carl Abelardo T., Anwari, Palwasha, Ärnlöv, Johan, Artaman, Al, Asayesh, Hamid, Asghar, Rana Jawad, Assadi, Reza, Atique, Suleman, Avokpaho, Euripide Frinel G. Arthur, Awasthi, Ashish, Quintanilla, Beatriz Paulina Ayala, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Bahit, Maria C., Balakrishnan, Kalpana, Barac, Aleksandra, Barber, Ryan M., Barker-Collo, Suzanne L., Bärnighausen, Till, Barquera, Simon, Barregard, Lars, Barrero, Lope H., Basu, Sanjay, Batis, Carolina, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Bell, Brent, Bell, Michelle L., Bello, Aminu K., Bennett, Derrick A., Bensenor, Isabela M., Berhane, Adugnaw, Bernabé, Eduardo, Betsu, Balem Demtsu, Beyene, Addisu Shunu, Bhala, Neeraj, Bhansali, Anil, Bhatt, Samir, Biadgilign, Sibhatu, Bikbov, Boris, Bisanzio, Donal, Bjertness, Espen, Blore, Jed D., Borschmann, Rohan, Boufous, Soufiane, Bourne, Rupert R. A., Brainin, Michael, Brazinova, Alexandra, Breitborde, Nicholas J. K., Brenner, Hermann, Broday, David M., Brugha, Traolach S., Brunekreef, Bert, Butt, Zahid A., Cahill, Leah E., Calabria, Bianca, Campos-Nonato, Ismael Ricardo, Cárdenas, Rosario, Carpenter, David O., Carrero, Juan Jesus, Casey, Daniel C., Castañeda-Orjuela, Carlos A., Rivas, Jacqueline Castillo, Castro, Ruben Estanislao, Catalá-López, Ferrán, Chang, Jung-Chen, Chiang, Peggy Pei-Chia, Chibalabala, Mirriam, Chimed-Ochir, Odgerel, Chisumpa, Vesper Hichilombwe, Chitheer, Abdulaal A., Choi, Jee-Young Jasmine, Christensen, Hanne, Christopher, Devasahayam Jesudas, Ciobanu, Liliana G., Coates, Matthew M., Colquhoun, Samantha M., Manzano, Alejandra G. Contreras, Cooper, Leslie Trumbull, Cooperrider, Kimberly, Cornaby, Leslie, Cortinovis, Monica, Crump, John A., Cuevas-Nasu, Lucia, Damasceno, Albertino, Dandona, Rakhi, Darby, Sarah C., Dargan, Paul I., Das Neves, José, Davis, Adrian C., Davletov, Kairat, Castro, E. Filipa, La Cruz-Góngora, Vanessa, Leo, Diego, Degenhardt, Louisa, Del Gobbo, Liana C., Del Pozo-Cruz, Borja, Dellavalle, Robert P., Deribew, Amare, Jarlais, Don C. Des, Dharmaratne, Samath D., Dhillon, Preet K., Diaz-Torné, Cesar, Dicker, Daniel, Ding, Eric L., Dorsey, E. Ray, Doyle, Kerrie E., Driscoll, Tim R., Duan, Leilei, Dubey, Manisha, Duncan, Bruce Bartholow, Elyazar, Iqbal, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E., Eshrati, Babak, Esteghamati, Alireza, Fahimi, Saman, Faraon, Emerito Jose Aquino, Farid, Talha A., Farinha, Carla Sofia E. Sa, Faro, André, Farvid, Maryam S., Farzadfar, Farshad, Feigin, Valery L., Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G., Fischer, Florian, Fitchett, Joseph R. A., Fleming, Tom, Foigt, Nataliya, Foreman, Kyle, Fowkes, F. Gerry R., Franklin, Richard C., Fürst, Thomas, Futran, Neal D., Gakidou, Emmanuela, Garcia-Basteiro, Alberto L., Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Geleijnse, Johanna M., Gessner, Bradford D., Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Giussani, Giorgia, Goenka, Shifalika, Gomez-Cabrera, Mari Carmen, Gomez-Dantes, Hector, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Gotay, Carolyn C., Goto, Atsushi, Gouda, Hebe N., Gugnani, Harish Chander, Guillemin, Francis, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gutiérrez, Reyna A., Haagsma, Juanita A., Hafezi-Nejad, Nima, Haile, Demewoz, Hailu, Gessessew Bugssa, Halasa, Yara A., Hamadeh, Randah Ribhi, Hamidi, Samer, Handal, Alexis J., Hankey, Graeme J., Hao, Yuantao, Harb, Hilda L., Harikrishnan, Sivadasanpillai, Haro, Josep Maria, Hassanvand, Mohammad Sadegh, Hassen, Tahir Ahmed, Havmoeller, Rasmus, Heredia-Pi, Ileana Beatriz, Hernández-Llanes, Norberto Francisco, Heydarpour, Pouria, Hoek, Hans W., Hoffman, Howard J., Horino, Masako, Horita, Nobuyuki, Hosgood, H. Dean, Hoy, Damian G., Hsairi, Mohamed, Htet, Aung Soe, Hu, Guoqing, Huang, John J., Husseini, Abdullatif, Hutchings, Sally J., Huybrechts, Inge, Iburg, Kim Moesgaard, Idrisov, Bulat T., Ileanu, Bogdan Vasile, Inoue, Manami, Jacobs, Troy A., Jacobsen, Kathryn H., Jahanmehr, Nader, Jakovljevic, Mihajlo B., Jansen, Henrica A. F. M., Jassal, Simerjot K., Javanbakht, Mehdi, Jayaraman, Sudha P., Jayatilleke, Achala Upendra, Jee, Sun Ha, Jeemon, Panniyammakal, Jha, Vivekanand, Jiang, Ying, Jibat, Tariku, Jin, Ye, Johnson, Catherine O., Jonas, Jost B., Kabir, Zubair, Kalkonde, Yogeshwar, Kamal, Ritul, Kan, Haidong, Karch, André, Karema, Corine Kakizi, Karimkhani, Chante, Kasaeian, Amir, Kaul, Anil, Kawakami, Norito, Kazi, Dhruv S., Keiyoro, Peter Njenga, Kemmer, Laura, Kemp, Andrew Haddon, Kengne, Andre Pascal, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khan, Gulfaraz, Khang, Young-Ho, Khatibzadeh, Shahab, Khera, Sahil, Khoja, Tawfik Ahmed Muthafer, Khubchandani, Jagdish, Kieling, Christian, Kim, Cho-Il, Kim, Daniel, Kimokoti, Ruth W., Kissoon, Niranjan, Kivipelto, Miia, Knibbs, Luke D., Kokubo, Yoshihiro, Kopec, Jacek A., Koul, Parvaiz A., Koyanagi, Ai, Kravchenko, Michael, Kromhout, Hans, Krueger, Hans, Ku, Tiffany, Defo, Barthelemy Kuate, Kuchenbecker, Ricardo S., Bicer, Burcu Kucuk, Kuipers, Ernst J., Kumar, G. Anil, Kwan, Gene F., Lal, Dharmesh Kumar, Lalloo, Ratilal, Lallukka, Tea, Lan, Qing, Larsson, Anders, Latif, Asma Abdul, Lawrynowicz, Alicia Elena Beatriz, Leasher, Janet L., Leigh, James, Leung, Janni, Levi, Miriam, Li, Xiaohong, Li, Yichong, Liang, Juan, Liu, Shiwei, Lloyd, Belinda K., Logroscino, Giancarlo, Lotufo, Paulo A., Lunevicius, Raimundas, Macintyre, Michael, Mahdavi, Mahdi, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Malta, Deborah Carvalho, Manamo, Wondimu Ayele Ayele, Mapoma, Chabila C., Marcenes, Wagner, Martin, Randall V., Martinez-Raga, Jose, Masiye, Felix, Matsushita, Kunihiro, Matzopoulos, Richard, Mayosi, Bongani M., Mcgrath, John J., Mckee, Martin, Meaney, Peter A., Medina, Catalina, Mehari, Alem, Mejia-Rodriguez, Fabiola, Mekonnen, Alemayehu B., Melaku, Yohannes Adama, Memish, Ziad A., Mendoza, Walter, Mensink, Gert B. M., Meretoja, Atte, Meretoja, Tuomo J., Mesfin, Yonatan Moges, Mhimbira, Francis Apolinary, Millear, Anoushka, Miller, Ted R., Mills, Edward J., Mirarefin, Mojde, Misganaw, Awoke, Mock, Charles N., Mohammadi, Alireza, Mohammed, Shafiu, Mola, Glen Liddell D., Monasta, Lorenzo, Hernandez, Julio Cesar Montañez, Montico, Marcella, Morawska, Lidia, Mori, Rintaro, Mozaffarian, Dariush, Mueller, Ulrich O., Mullany, Erin, Mumford, John Everett, Murthy, Gudlavalleti Venkata Satyanarayana, Nachega, Jean B., Naheed, Aliya, Nangia, Vinay, Nassiri, Nariman, Newton, John N., Ng, Marie, Nguyen, Quyen Le, Nisar, Muhammad Imran, Pete, Patrick Martial Nkamedjie, Norheim, Ole F., Norman, Rosana E., Norrving, Bo, Nyakarahuka, Luke, Obermeyer, Carla Makhlouf, Ogbo, Felix Akpojene, Oh, In-Hwan, Oladimeji, Olanrewaju, Olivares, Pedro R., Olsen, Helen, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Opio, John Nelson, Oren, Eyal, Orozco, Ricardo, Ortiz, Alberto, Ota, Erika, Pa, Mahesh, Pana, Adrian, Park, Eun-Kee, Parry, Charles D., Parsaeian, Mahboubeh, Patel, Tejas, Caicedo, Angel J. Paternina, Patil, Snehal T., Patten, Scott B., Patton, George C., Pearce, Neil, Pereira, David M., Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Piel, Frédéric B., Pillay, Julian David, Plass, Dietrich, Polinder, Suzanne, Pond, Constance D., Pope, C. Arden, Pope, Daniel, Popova, Svetlana, Poulton, Richie G., Pourmalek, Farshad, Prasad, Noela M., Qorbani, Mostafa, Rabiee, Rynaz H. S., Amir Radfar, Rafay, Anwar, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Rajesh Kumar, Rajsic, Sasa, Raju, Murugesan, Ram, Usha, Rana, Saleem M., Ranganathan, Kavitha, Rao, Puja, García, Christian Aspacia Razo, Refaat, Amany H., Rehm, Colin D., Rehm, Jürgen, Reinig, Nikolas, Remuzzi, Giuseppe, Resnikoff, Serge, Ribeiro, Antonio L., Rivera, Juan A., Roba, Hirbo Shore, Rodriguez, Alina, Rodriguez-Ramirez, Sonia, Rojas-Rueda, David, Roman, Yesenia, Ronfani, Luca, Roshandel, Gholamreza, Rothenbacher, Dietrich, Roy, Ambuj, Saleh, Muhammad Muhammad, Sanabria, Juan R., Sanchez-Riera, Lidia, Sanchez-Niño, Maria Dolores, Sánchez-Pimienta, Tania G., Sandar, Logan, Santomauro, Damian F., Santos, Itamar S., Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Schmidhuber, Josef, Schmidt, Maria Inês, Schneider, Ione J. C., Schöttker, Ben, Schutte, Aletta E., Schwebel, David C., Scott, James G., Seedat, Soraya, Sepanlou, Sadaf G., Servan-Mori, Edson E., Shaddick, Gavin, Shaheen, Amira, Shahraz, Saeid, Shaikh, Masood Ali, Levy, Teresa Shamah, Sharma, Rajesh, She, Jun, Sheikhbahaei, Sara, Shen, Jiabin, Sheth, Kevin N., Shi, Peilin, Shibuya, Kenji, Shigematsu, Mika, Shin, Min-Jeong, Shiri, Rahman, Shishani, Kawkab, Shiue, Ivy, Shrime, Mark G., Sigfusdottir, Inga Dora, Silva, Diego Augusto Santos, Silveira, Dayane Gabriele Alves, Silverberg, Jonathan I., Simard, Edgar P., Sindi, Shireen, Singh, Abhishek, Singh, Jasvinder A., Singh, Prashant Kumar, Slepak, Erica Leigh, Soljak, Michael, Soneji, Samir, Sorensen, Reed J. D., Sposato, Luciano A., Sreeramareddy, Chandrashekhar T., Stathopoulou, Vasiliki, Steckling, Nadine, Steel, Nicholas, Stein, Dan J., Stein, Murray B., Stöckl, Heidi, Stranges, Saverio, Stroumpoulis, Konstantinos, Sunguya, Bruno F., Swaminathan, Soumya, Sykes, Bryan L., Szoeke, Cassandra E. I., Tabarés-Seisdedos, Rafael, Takahashi, Ken, Talongwa, Roberto Tchio, Tandon, Nikhil, Tanne, David, Tavakkoli, Mohammad, Taye, Belaynew Wasie, Taylor, Hugh R., Tedla, Bemnet Amare, Tefera, Worku Mekonnen, Tegegne, Teketo Kassaw, Tekle, Dejen Yemane, Terkawi, Abdullah Sulieman, Thakur, J. S., Thomas, Bernadette A., Thomas, Matthew Lloyd, Thomson, Alan J., Thorne-Lyman, Andrew L., Thrift, Amanda G., Thurston, George D., Tillmann, Taavi, Tobe-Gai, Ruoyan, Tobollik, Myriam, Topor-Madry, Roman, Topouzis, Fotis, Towbin, Jeffrey Allen, Tran, Bach Xuan, Dimbuene, Zacharie Tsala, Tsilimparis, Nikolaos, Tura, Abera Kenay, Tuzcu, Emin Murat, Tyrovolas, Stefanos, Ukwaja, Kingsley N., Undurraga, Eduardo A., Uneke, Chigozie Jesse, Uthman, Olalekan A., Donkelaar, Aaron, Os, Jim, Varakin, Yuri Y., Vasankari, Tommi, Veerman, J. Lennert, Venketasubramanian, Narayanaswamy, Violante, Francesco S., Vollset, Stein Emil, Wagner, Gregory R., Waller, Stephen G., Wang, Jian Li, Wang, Linhong, Wang, Yanping, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G., Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A., Wijeratne, Tissa, Wiysonge, Charles Shey, Wolfe, Charles D. A., Won, Sungho, Woolf, Anthony D., Wubshet, Mamo, Xavier, Denis, Xu, Gelin, Yadav, Ajit Kumar, Yakob, Bereket, Yalew, Ayalnesh Zemene, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Younis, Mustafa Z., Yu, Chuanhua, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zhu, Jun, Zipkin, Ben, Zodpey, Sanjay, Zuhlke, Liesl Joanna, Murray, Christopher J. L., Forouzanfar, Mohammad H, Afshin, Ashkan, Alexander, Lily T, Anderson, H Ro, Bhutta, Zulfiqar A, Biryukov, Stan, Brauer, Michael, Burnett, Richard, Cercy, Kelly, Charlson, Fiona J, Cohen, Aaron J, Dandona, Lalit, Estep, Kara, Ferrari, Alize J, Frostad, Joseph J, Fullman, Nancy, Gething, Peter W, Godwin, William W, Griswold, Max, Kinfu, Yohanne, Kyu, Hmwe H, Larson, Heidi J, Liang, Xiaofeng, Lim, Stephen S, Liu, Patrick Y, Lopez, Alan D, Lozano, Rafael, Marczak, Laurie, Mensah, George A, Mokdad, Ali H, Moradi-Lakeh, Maziar, Naghavi, Mohsen, Neal, Bruce, Reitsma, Marissa B, Roth, Gregory A, Salomon, Joshua A, Sur, Patrick J, Vos, Theo, Wagner, Joseph A, Wang, Haidong, Zhao, Yi, Zhou, Maigeng, Aasvang, Gunn Marit, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abdulle, Abdishakur M, Abera, Semaw Ferede, Abraham, Biju, Abu-Raddad, Laith J, Abyu, Gebre Yitayih, Adebiyi, Akindele Olupelumi, Adedeji, Isaac Akinkunmi, Ademi, Zanfina, Adou, Arsène Kouablan, Adsuar, José C, Agardh, Emilie Elisabet, Agarwal, Arnav, Agrawal, Anurag, Kiadaliri, Aliasghar Ahmad, Ajala, Oluremi N, Akinyemiju, Tomi F, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore K M, Aldhahri, Saleh Fahed, Aldridge, Robert William, Alemu, Zewdie Aderaw, Ali, Raghib, Alkerwi, Ala'A, Alla, Françoi, Allebeck, Peter, Alsharif, Ubai, Altirkawi, Khalid A, Martin, Elena Alvarez, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amberbir, Alemayehu, Amegah, Adeladza Kofi, Amini, Heresh, Ammar, Walid, Amrock, Stephen Marc, Andersen, Hjalte H, Anderson, Benjamin O, Antonio, Carl Abelardo T, Anwari, Palwasha, Ärnlöv, Johan, Artaman, Al, Asayesh, Hamid, Asghar, Rana Jawad, Assadi, Reza, Atique, Suleman, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Quintanilla, Beatriz Paulina Ayala, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Bahit, Maria C, Balakrishnan, Kalpana, Barac, Aleksandra, Barber, Ryan M, Barker-Collo, Suzanne L, Bärnighausen, Till, Barquera, Simon, Barregard, Lar, Barrero, Lope H, Basu, Sanjay, Batis, Carolina, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Bell, Michelle L, Bello, Aminu K, Bennett, Derrick A, Bensenor, Isabela M, Berhane, Adugnaw, Bernabé, Eduardo, Betsu, Balem Demtsu, Beyene, Addisu Shunu, Bhala, Neeraj, Bhansali, Anil, Bhatt, Samir, Biadgilign, Sibhatu, Bikbov, Bori, Bisanzio, Donal, Bjertness, Espen, Blore, Jed D, Borschmann, Rohan, Boufous, Soufiane, Bourne, Rupert R A, Brainin, Michael, Brazinova, Alexandra, Breitborde, Nicholas J K, Brenner, Hermann, Broday, David M, Brugha, Traolach S, Brunekreef, Bert, Butt, Zahid A, Cahill, Leah E, Calabria, Bianca, Campos-Nonato, Ismael Ricardo, Cárdenas, Rosario, Carpenter, David O, Casey, Daniel C, Castañeda-Orjuela, Carlos A, Rivas, Jacqueline Castillo, Castro, Ruben Estanislao, Catalá-López, Ferrán, Chang, Jung-Chen, Chiang, Peggy Pei-Chia, Chibalabala, Mirriam, Chimed-Ochir, Odgerel, Chisumpa, Vesper Hichilombwe, Chitheer, Abdulaal A, Choi, Jee-Young Jasmine, Christensen, Hanne, Christopher, Devasahayam Jesuda, Ciobanu, Liliana G, Coates, Matthew M, Colquhoun, Samantha M, Cooper, Leslie Trumbull, Cooperrider, Kimberly, Cornaby, Leslie, Cortinovis, Monica, Crump, John A, Cuevas-Nasu, Lucia, Damasceno, Albertino, Dandona, Rakhi, Darby, Sarah C, Dargan, Paul I, das Neves, José, Davis, Adrian C, Davletov, Kairat, de Castro, E Filipa, De la Cruz-Góngora, Vanessa, De Leo, Diego, Degenhardt, Louisa, Del Gobbo, Liana C, del Pozo-Cruz, Borja, Dellavalle, Robert P, Deribew, Amare, Jarlais, Don C De, Dharmaratne, Samath D, Dhillon, Preet K, Diaz-Torné, Cesar, Dicker, Daniel, Ding, Eric L, Dorsey, E Ray, Doyle, Kerrie E, Driscoll, Tim R, Duan, Leilei, Dubey, Manisha, Duncan, Bruce Bartholow, Elyazar, Iqbal, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Erskine, Holly E, Eshrati, Babak, Esteghamati, Alireza, Fahimi, Saman, Faraon, Emerito Jose Aquino, Farid, Talha A, Farinha, Carla Sofia e Sa, Faro, André, Farvid, Maryam S, Farzadfar, Farshad, Feigin, Valery L, Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G, Fischer, Florian, Fitchett, Joseph R A, Fleming, Tom, Foigt, Nataliya, Foreman, Kyle, Fowkes, F Gerry R, Franklin, Richard C, Fürst, Thoma, Futran, Neal D, Gakidou, Emmanuela, Garcia-Basteiro, Alberto L, Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Geleijnse, Johanna M, Gessner, Bradford D, Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Goenka, Shifalika, Gomez-Cabrera, Mari Carmen, Gomez-Dantes, Hector, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Gotay, Carolyn C, Goto, Atsushi, Gouda, Hebe N, Gugnani, Harish Chander, Guillemin, Franci, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gutiérrez, Reyna A, Haagsma, Juanita A, Hafezi-Nejad, Nima, Haile, Demewoz, Hailu, Gessessew Bugssa, Halasa, Yara A, Hamadeh, Randah Ribhi, Hamidi, Samer, Handal, Alexis J, Hankey, Graeme J, Hao, Yuantao, Harb, Hilda L, Harikrishnan, Sivadasanpillai, Haro, Josep Maria, Hassanvand, Mohammad Sadegh, Hassen, Tahir Ahmed, Havmoeller, Rasmu, Heredia-Pi, Ileana Beatriz, Hernández-Llanes, Norberto Francisco, Heydarpour, Pouria, Hoek, Hans W, Hoffman, Howard J, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hoy, Damian G, Hsairi, Mohamed, Htet, Aung Soe, Hu, Guoqing, Huang, John J, Husseini, Abdullatif, Hutchings, Sally J, Huybrechts, Inge, Iburg, Kim Moesgaard, Idrisov, Bulat T, Ileanu, Bogdan Vasile, Inoue, Manami, Jacobs, Troy A, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, Jansen, Henrica A F M, Jassal, Simerjot K, Javanbakht, Mehdi, Jayatilleke, Achala Upendra, Jee, Sun Ha, Jeemon, Panniyammakal, Jha, Vivekanand, Jiang, Ying, Jibat, Tariku, Jin, Ye, Johnson, Catherine O, Jonas, Jost B, Kabir, Zubair, Kalkonde, Yogeshwar, Kamal, Ritul, Kan, Haidong, Karch, André, Karema, Corine Kakizi, Karimkhani, Chante, Kasaeian, Amir, Kaul, Anil, Kawakami, Norito, Kazi, Dhruv S, Keiyoro, Peter Njenga, Kemp, Andrew Haddon, Kengne, Andre Pascal, Keren, Andre, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khan, Gulfaraz, Khang, Young-Ho, Khatibzadeh, Shahab, Khera, Sahil, Khoja, Tawfik Ahmed Muthafer, Khubchandani, Jagdish, Kieling, Christian, Kim, Cho-il, Kim, Daniel, Kimokoti, Ruth W, Kissoon, Niranjan, Kivipelto, Miia, Knibbs, Luke D, Kokubo, Yoshihiro, Kopec, Jacek A, Koul, Parvaiz A, Koyanagi, Ai, Kravchenko, Michael, Kromhout, Han, Krueger, Han, Ku, Tiffany, Defo, Barthelemy Kuate, Kuchenbecker, Ricardo S, Bicer, Burcu Kucuk, Kuipers, Ernst J, Kumar, G Anil, Kwan, Gene F, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lallukka, Tea, Lan, Qing, Larsson, Ander, Latif, Asma Abdul, Lawrynowicz, Alicia Elena Beatriz, Leasher, Janet L, Leigh, Jame, Leung, Janni, Levi, Miriam, Li, Xiaohong, Li, Yichong, Liang, Juan, Liu, Shiwei, Lloyd, Belinda K, Logroscino, Giancarlo, Lotufo, Paulo A, Lunevicius, Raimunda, Macintyre, Michael, Mahdavi, Mahdi, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Malta, Deborah Carvalho, Manamo, Wondimu Ayele Ayele, Mapoma, Chabila C, Marcenes, Wagner, Martin, Randall V, Martinez-Raga, Jose, Masiye, Felix, Matsushita, Kunihiro, Matzopoulos, Richard, Mayosi, Bongani M, Mcgrath, John J, Mckee, Martin, Meaney, Peter A, Medina, Catalina, Mehari, Alem, Mejia-Rodriguez, Fabiola, Mekonnen, Alemayehu B, Melaku, Yohannes Adama, Memish, Ziad A, Mendoza, Walter, Mensink, Gert B M, Meretoja, Atte, Meretoja, Tuomo J, Mesfin, Yonatan Moge, Mhimbira, Francis Apolinary, Miller, Ted R, Mills, Edward J, Mirarefin, Mojde, Misganaw, Awoke, Mock, Charles N, Mohammadi, Alireza, Mohammed, Shafiu, Mola, Glen Liddell D, Monasta, Lorenzo, Hernandez, Julio Cesar Montañez, Montico, Marcella, Morawska, Lidia, Mori, Rintaro, Mozaffarian, Dariush, Mueller, Ulrich O, Mullany, Erin, Mumford, John Everett, Murthy, Gudlavalleti Venkata Satyanarayana, Nachega, Jean B, Naheed, Aliya, Nangia, Vinay, Nassiri, Nariman, Newton, John N, Ng, Marie, Nguyen, Quyen Le, Nisar, Muhammad Imran, Pete, Patrick Martial Nkamedjie, Norheim, Ole F, Norman, Rosana E, Norrving, Bo, Nyakarahuka, Luke, Obermeyer, Carla Makhlouf, Ogbo, Felix Akpojene, Oh, In-Hwan, Oladimeji, Olanrewaju, Olivares, Pedro R, Olsen, Helen, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Opio, John Nelson, Oren, Eyal, Orozco, Ricardo, Ortiz, Alberto, Ota, Erika, Pa, Mahesh, Pana, Adrian, Park, Eun-Kee, Parry, Charles D, Parsaeian, Mahboubeh, Patel, Teja, Caicedo, Angel J Paternina, Patil, Snehal T, Patten, Scott B, Patton, George C, Pearce, Neil, Pereira, David M, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Piel, Frédéric B, Pillay, Julian David, Plass, Dietrich, Polinder, Suzanne, Pond, Constance D, Pope, C Arden, Pope, Daniel, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prasad, Noela M, Qorbani, Mostafa, Rabiee, Rynaz H S, Radfar, Amir, Rafay, Anwar, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Rajesh Kumar, Rajsic, Sasa, Raju, Murugesan, Ram, Usha, Rana, Saleem M, Ranganathan, Kavitha, Rao, Puja, García, Christian Aspacia Razo, Refaat, Amany H, Rehm, Colin D, Rehm, Jürgen, Reinig, Nikola, Remuzzi, Giuseppe, Resnikoff, Serge, Ribeiro, Antonio L, Rivera, Juan A, Roba, Hirbo Shore, Rodriguez, Alina, Rodriguez-Ramirez, Sonia, Rojas-Rueda, David, Roman, Yesenia, Ronfani, Luca, Roshandel, Gholamreza, Rothenbacher, Dietrich, Roy, Ambuj, Saleh, Muhammad Muhammad, Sanabria, Juan R, Sanchez-Niño, Maria Dolore, Sánchez-Pimienta, Tania G, Sandar, Logan, Santomauro, Damian F, Santos, Itamar S, Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Schmidhuber, Josef, Schmidt, Maria Inê, Schneider, Ione J C, Schöttker, Ben, Schutte, Aletta E, Schwebel, David C, Scott, James G, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shaheen, Amira, Shahraz, Saeid, Shaikh, Masood Ali, Levy, Teresa Shamah, Sharma, Rajesh, She, Jun, Sheikhbahaei, Sara, Shen, Jiabin, Sheth, Kevin N, Shi, Peilin, Shibuya, Kenji, Shigematsu, Mika, Shin, Min-Jeong, Shiri, Rahman, Shishani, Kawkab, Shiue, Ivy, Shrime, Mark G, Sigfusdottir, Inga Dora, Silva, Diego Augusto Santo, Silveira, Dayane Gabriele Alve, Silverberg, Jonathan I, Simard, Edgar P, Sindi, Shireen, Singh, Abhishek, Singh, Jasvinder A, Singh, Prashant Kumar, Slepak, Erica Leigh, Soljak, Michael, Soneji, Samir, Sorensen, Reed J D, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Stathopoulou, Vasiliki, Steckling, Nadine, Steel, Nichola, Stein, Dan J, Stein, Murray B, Stöckl, Heidi, Stranges, Saverio, Stroumpoulis, Konstantino, Sunguya, Bruno F, Swaminathan, Soumya, Sykes, Bryan L, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Takahashi, Ken, Talongwa, Roberto Tchio, Tandon, Nikhil, Tanne, David, Tavakkoli, Mohammad, Taye, Belaynew Wasie, Taylor, Hugh R, Tedla, Bemnet Amare, Tefera, Worku Mekonnen, Tegegne, Teketo Kassaw, Tekle, Dejen Yemane, Terkawi, Abdullah Sulieman, Thakur, J.S., Thomas, Bernadette A, Thomas, Matthew Lloyd, Thomson, Alan J, Thorne-Lyman, Andrew L, Thrift, Amanda G, Thurston, George D, Tillmann, Taavi, Tobe-Gai, Ruoyan, Tobollik, Myriam, Topor-Madry, Roman, Topouzis, Foti, Towbin, Jeffrey Allen, Tran, Bach Xuan, Dimbuene, Zacharie Tsala, Tsilimparis, Nikolao, Tura, Abera Kenay, Tuzcu, Emin Murat, Tyrovolas, Stefano, Ukwaja, Kingsley N, Undurraga, Eduardo A, Uneke, Chigozie Jesse, Uthman, Olalekan A, van Donkelaar, Aaron, van Os, Jim, Varakin, Yuri Y, Vasankari, Tommi, Veerman, J Lennert, Venketasubramanian, Narayanaswamy, Violante, Francesco S, Vollset, Stein Emil, Wagner, Gregory R, Waller, Stephen G, Wang, Jian Li, Wang, Linhong, Wang, Yanping, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A, Wijeratne, Tissa, Wiysonge, Charles Shey, Wolfe, Charles D A, Won, Sungho, Woolf, Anthony D, Wubshet, Mamo, Xavier, Deni, Xu, Gelin, Yadav, Ajit Kumar, Yakob, Bereket, Yalew, Ayalnesh Zemene, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Younis, Mustafa Z, Yu, Chuanhua, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zhu, Jun, Zipkin, Ben, Zodpey, Sanjay, Zuhlke, Liesl Joanna, Murray, Christopher J L, Public Health, Gastroenterology & Hepatology, Health Services Management & Organisation (HSMO), Psychiatry, Kardiyoloji, RS: MHeNs - R2 - Mental Health, MUMC+: MA Psychiatrie (3), MUMC+: Hersen en Zenuw Centrum (3), and Psychiatrie & Neuropsychologie

Subjects
Blood Glucose, Alcohol Drinking, Global Health, Risk Assessment, Body Mass Index, Middle East, Life Expectancy, Risk-Taking, Africa, Northern, General & Internal Medicine, Quality-Adjusted Life Year, Occupational Exposure, Africa South of the Sahara, Medicine(all), Unsafe Sex, Risk Factor, Medicine (all), Malnutrition, Smoking, Public Health, Global Health, Social Medicine and Epidemiology, Sodium, Dietary, Articles, 11 Medical And Health Sciences, Biomarker, Environmental Exposure, Substance-Related Disorder, Cost of Illne, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Cholesterol, Air Pollution, Indoor, Hypertension, Disabled Person, Human
Abstract

Background The Global Burden of Diseases, Injuries, and Risk Factors Study 2015 provides an up-to-date synthesis of the evidence for risk factor exposure and the attributable burden of disease. By providing national and subnational assessments spanning the past 25 years, this study can inform debates on the importance of addressing risks in context. Methods We used the comparative risk assessment framework developed for previous iterations of the Global Burden of Disease Study to estimate attributable deaths, disability-adjusted life-years (DALYs), and trends in exposure by age group, sex, year, and geography for 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks from 1990 to 2015. This study included 388 risk-outcome pairs that met World Cancer Research Fund-defined criteria for convincing or probable evidence. We extracted relative risk and exposure estimates from randomised controlled trials, cohorts, pooled cohorts, household surveys, census data, satellite data, and other sources. We used statistical models to pool data, adjust for bias, and incorporate covariates. We developed a metric that allows comparisons of exposure across risk factors-the summary exposure value. Using the counterfactual scenario of theoretical minimum risk level, we estimated the portion of deaths and DALYs that could be attributed to a given risk. We decomposed trends in attributable burden into contributions from population growth, population age structure, risk exposure, and risk-deleted cause-specific DALY rates. We characterised risk exposure in relation to a Socio-demographic Index (SDI). Findings Between 1990 and 2015, global exposure to unsafe sanitation, household air pollution, childhood underweight, childhood stunting, and smoking each decreased by more than 25%. Global exposure for several occupational risks, high body-mass index (BMI), and drug use increased by more than 25% over the same period. All risks jointly evaluated in 2015 accounted for 57.8% (95% CI 56.6-58.8) of global deaths and 41.2% (39.8-42.8) of DALYs. In 2015, the ten largest contributors to global DALYs among Level 3 risks were high systolic blood pressure (211.8 million [192.7 million to 231.1 million] global DALYs), smoking (148.6 million [134.2 million to 163.1 million]), high fasting plasma glucose (143.1 million [125.1 million to 163.5 million]), high BMI (120.1 million [83.8 million to 158.4 million]), childhood undernutrition (113.3 million [103.9 million to 123.4 million]), ambient particulate matter (103.1 million [90.8 million to 115.1 million]), high total cholesterol (88.7 million [74.6 million to 105.7 million]), household air pollution (85.6 million [66.7 million to 106.1 million]), alcohol use (85.0 million [77.2 million to 93.0 million]), and diets high in sodium (83.0 million [49.3 million to 127.5 million]). From 1990 to 2015, attributable DALYs declined for micronutrient deficiencies, childhood undernutrition, unsafe sanitation and water, and household air pollution; reductions in risk-deleted DALY rates rather than reductions in exposure drove these declines. Rising exposure contributed to notable increases in attributable DALYs from high BMI, high fasting plasma glucose, occupational carcinogens, and drug use. Environmental risks and childhood undernutrition declined steadily with SDI; low physical activity, high BMI, and high fasting plasma glucose increased with SDI. In 119 countries, metabolic risks, such as high BMI and fasting plasma glucose, contributed the most attributable DALYs in 2015. Regionally, smoking still ranked among the leading five risk factors for attributable DALYs in 109 countries; childhood underweight and unsafe sex remained primary drivers of early death and disability in much of sub-Saharan Africa. Interpretation Declines in some key environmental risks have contributed to declines in critical infectious diseases. Some risks appear to be invariant to SDI. Increasing risks, including high BMI, high fasting plasma glucose, drug use, and some occupational exposures, contribute to rising burden from some conditions, but also provide opportunities for intervention. Some highly preventable risks, such as smoking, remain major causes of attributable DALYs, even as exposure is declining. Public policy makers need to pay attention to the risks that are increasingly major contributors to global burden. Copyright (C) The Author(s). Published by Elsevier Ltd.

21. Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980-2015: a systematic analysis for the Global Burden of Disease Study 2015

Author

Haidong, Wang, Mohsen, Naghavi, Christine, Allen, Ryan M, Barber Zulfi, qar A, Bhutta, Austin, Carter, Daniel C, Casey Fiona, J Charlson, Alan Zian, Chen Matthew, M Coates, Megan, Coggeshall, Lalit, Dandona, Daniel J, Dicker Holly, E Erskine, Alize J, Ferrari, Christina, Fitzmaurice, Kyle, Foreman, Mohammad H, Forouzanfar Maya, S Fraser, Nancy, Fullman, Peter W, Gething Ellen, M Goldberg, Nicholas, Graetz, Juanita A, Haagsma Simon, I Hay, Chantal, Huynh, Catherine O, Johnson Nicholas, J Kassebaum, Yohannes, Kinfu, Xie Rachel, Kulikoff, Michael, Kutz, Hmwe H, Kyu Heidi, J Larson, Janni, Leung, Xiaofeng, Liang, Stephen S, Lim, Margaret, Lind, Rafael, Lozano, Neal, Marquez, George A, Mensah, Joe, Mikesell, Ali H, Mokdad Meghan, D Mooney, Grant, Nguyen, Elaine, Nsoesie, David M, Pigott, Christine, Pinho, Gregory A, Roth Joshua, A Salomon, Logan, Sandar, Naris, Silpakit, Amber, Sligar, Reed J, D Sorensen, Jeff rey, Stanaway, Caitlyn, Steiner, Stephanie, Teeple, Bernadette A, Thomas, Christopher, Troeger, Amelia, VanderZanden, Stein Emil, Vollset, Valentine, Wanga, Harvey A, Whiteford, Timothy, Wolock, Leo, Zoeckler, Kalkidan Hassen, Abate, Cristiana, Abbafati, Kaja M, Abbas, Foad, Abd-Allah, Semaw Ferede, Abera Daisy, M X, Abreu Laith, J Abu-Raddad, Gebre Yitayih, Abyu, Tom, Achoki, Ademola Lukman, Adelekan Zanfi, na Ademi, Arsène Kouablan, Adou José, C Adsuar, Kossivi Agbelenko, Afanvi, Ashkan, Afshin, Emilie Elisabet, Agardh, Arnav, Agarwal, Anurag, Agrawal, Aliasghar Ahmad, Kiadaliri Oluremi, N Ajala, Ali Shafqat, Akanda Rufus, Olusola Akinyemi, Tomi F, Akinyemiju, Nadia, Akseer, Faris Hasan, Al Lami, Samer, Alabed, Ziyad, Al-Aly, Khurshid, Alam, Noore K, M Alam, Deena, Alasfoor, Saleh Fahed, Aldhahri Robert, William Aldridge, Miguel Angel, Alegretti Alicia, V Aleman, Zewdie Aderaw, Alemu Lily, T Alexander, Samia, Alhabib, Raghib, Ali, Ala’a, Alkerwi, François, Alla, Peter, Allebeck, Rajaa, Al-Raddadi, Ubai, Alsharif, Khalid A, Altirkawi Elena, Alvarez Martin, Nelson, Alvis-Guzman, Azmeraw T, Amare Adeladza, Kofi Amegah, Emmanuel A, Ameh, Heresh, Amini, Walid, Ammar, Stephen Marc, Amrock Hjalte, H Andersen, Benjamin O, Anderson Gregory, M Anderson, Carl Abelardo, T Antonio, Atsede Fantahun, Aregay, Johan, Ärnlöv, Valentina S, Arsic Arsenijevic, Al, Artaman, Hamid, Asayesh, Rana Jawad, Asghar, Suleman, Atique, Euripide Frinel, G Arthur, Avokpaho, Ashish, Awasthi, Peter, Azzopardi, Umar, Bacha, Alaa, Badawi, Maria C, Bahit, Kalpana, Balakrishnan, Amitava, Banerjee, Aleksandra, Barac, Suzanne L, Barker-Collo, Till, Bärnighausen, Lars, Barregard, Lope H, Barrero, Arindam, Basu, Sanjay, Basu, Yibeltal Tebekaw, Bayou, Shahrzad, Bazargan-Hejazi, Justin, Beardsley, Neeraj, Bedi, Ettore, Beghi, Haileeyesus Adamu, Belay, Brent, Bell, Michelle L, Bell Aminu, K Bello, Derrick A, Bennett Isabela, M Bensenor, Adugnaw, Berhane, Eduardo, Bernabé, Balem Demtsu, Betsu Addisu, Shunu Beyene, Neeraj, Bhala, Ashish, Bhalla, Sibhatu, Biadgilign, Boris, Bikbov, Aref A, Bin Abdulhak, Brian J, Biroscak, Stan, Biryukov, Espen, Bjertness, Jed D, Blore Christopher, D Blosser, Megan A, Bohensky, Rohan, Borschmann, Dipan, Bose, Rupert R, A Bourne, Michael, Brainin, Carol E, G Brayne, Alexandra, Brazinova, Nicholas J, K Breitborde, Hermann, Brenner, Jerry D, Brewer, Alexandria, Brown, Jonathan, Brown, Traolach S, Brugha Geoff, rey Colin, Buckle Zahid, A Butt, Bianca, Calabria, Ismael Ricardo, Campos-Nonato Julio, Cesar Campuzano, Jonathan R, Carapetis, Rosario, Cárdenas, David O, Carpenter Juan, Jesus Carrero, Carlos A, Castañeda-Orjuela Jacqueline, Castillo Rivas, Ferrán, Catalá-López, Fiorella, Cavalleri, Kelly, Cercy, Jorge, Cerda, Wanqing, Chen, Adrienne, Chew, Peggy Pei-Chia, Chiang, Mirriam, Chibalabala, Chioma Ezinne, Chibueze, Odgerel, Chimed-Ochir, Vesper Hichilombwe, Chisumpa Jee-Young, Jasmine Choi, Rajiv, Chowdhury, Hanne, Christensen, Devasahayam Jesudas, Christopher Liliana, G Ciobanu, Cirillo Massimo, Aaron J, Cohen, Valentina, Colistro, Mercedes, Colomar, Samantha M, Colquhoun, Cyrus, Cooper, Leslie Trumbull, Cooper, Monica, Cortinovis, Benjamin C, Cowie John, A Crump, James, Damsere-Derry, Hadi, Danawi, Rakhi, Dandona, Farah, Daoud, Sarah C, Darby Paul, I Dargan, José das, Neves, Gail, Davey, Adrian C, Davis Dragos, V Davitoiu, E Filipa, de Castro, Pieter de, Jager Diego, De Leo, Louisa, Degenhardt, Robert P, Dellavalle, Kebede, Deribe, Amare, Deribew, Samath D, Dharmaratne Preet, K Dhillon, Cesar, Diaz-Torné, Eric L, Ding Kadine, Priscila Bender, dos Santos, Edem, Dossou, Tim R, Driscoll, Leilei, Duan, Manisha, Dubey, Bruce Bartholow, Duncan Richard, G Ellenbogen, Christian Lycke, Ellingsen, Iqbal, Elyazar, Aman Yesuf, Endries Sergey, Petrovich Ermakov, Babak, Eshrati, Alireza, Esteghamati, Kara, Estep, Imad D, A Faghmous, Saman, Fahimi, Emerito Jose, Aquino Faraon, Talha A, Farid Carla, Sofi a, e Sa, Farinha, André, Faro, Maryam S, Farvid, Farshad, Farzadfar, Valery L, Feigin, Seyed-Mohammad, Fereshtehnejad, Jeff erson, G Fernandes, Joao C, Fernandes, Florian, Fischer, Joseph R, A Fitchett, Abraham, Flaxman, Nataliya, Foigt, F Gerry, R Fowkes, Elisabeth Barboza, Franca Richard, C Franklin, Joseph, Friedman, Joseph, Frostad, Thomas, Fürst, Neal D, Futran Seana, L Gall, Ketevan, Gambashidze, Amiran, Gamkrelidze, Parthasarathi, Ganguly, Fortuné Gbètoho, Gankpé, Teshome, Gebre, Tsegaye Tsewelde, Gebrehiwot Amanuel, Tesfay Gebremedhin, Alemseged Aregay, Gebru Johanna, M Geleijnse, Bradford D, Gessner Aloke, Gopal Ghoshal, Katherine B, Gibney Richard, F Gillum, Stuart, Gilmour, Ababi Zergaw, Giref, Maurice, Giroud, Melkamu Dedefo, Gishu, Giorgia, Giussani, Elizabeth, Glaser, William W, Godwin, Hector, Gomez-Dantes, Philimon, Gona, Amador, Goodridge, Sameer Vali, Gopalani Richard, A Gosselin, Carolyn C, Gotay, Atsushi, Goto, Hebe N, Gouda, Felix, Greaves, Harish Chander, Gugnani, Rahul, Gupta, Rajeev, Gupta, Vipin, Gupta, Reyna A, Gutiérrez, Nima, Hafezi-Nejad, Demewoz, Haile, Alemayehu Desalegne, Hailu Gessessew, Bugssa Hailu, Yara A, Halasa Randah, Ribhi Hamadeh, Samer, Hamidi, Jamie, Hancock, Alexis J, Handal Graeme, J Hankey, Yuantao, Hao, Hilda L, Harb, Sivadasanpillai, Harikrishnan, Josep Maria, Haro, Rasmus, Havmoeller, Susan R, Heckbert Ileana, Beatriz Heredia-Pi, Pouria, Heydarpour, Henk B, M Hilderink, Hans W, Hoek Robert, S Hogg, Masako, Horino, Nobuyuki, Horita, H Dean, Hosgood Peter, J Hotez, Damian G, Hoy, Mohamed, Hsairi, Aung Soe, Htet Maung, Maung Than, Htike, Guoqing, Hu, Cheng, Huang, Hsiang, Huang, Laetitia, Huiart, Abdullatif, Husseini, Inge, Huybrechts, Grace, Huynh, Kim Moesgaard, Iburg, Kaire, Innos, Manami, Inoue, Veena J, Iyer Troy, A Jacobs, Kathryn H, Jacobsen, Nader, Jahanmehr, Mihajlo B, Jakovljevic, Peter, James, Mehdi, Javanbakht, Sudha P, Jayaraman Achala, Upendra Jayatilleke, Panniyammakal, Jeemon, Paul N, Jensen, Vivekanand, Jha, Guohong, Jiang, Ying, Jiang, Tariku, Jibat, Aida, Jimenez-Corona, Jost B, Jonas Tushar, Kant Joshi, Zubair, Kabir, Ritul, Kamal, Haidong, Kan, Surya, Kant, André, Karch, Corine Kakizi, Karema, Chante, Karimkhani, Dimitris, Karletsos, Ganesan, Karthikeyan, Amir, Kasaeian, Marzieh, Katibeh, Anil, Kaul, Norito, Kawakami, Jeanne Françoise, Kayibanda Peter, Njenga Keiyoro, Laura, Kemmer, Andrew Haddon, Kemp Andre, Pascal Kengne, Andre, Keren, Maia, Kereselidze, Chandrasekharan Nair, Kesavachandran Yousef, Saleh Khader, Ibrahim A, Khalil Abdur, Rahman Khan, Ejaz Ahmad, Khan, Young-Ho, Khang, Sahil, Khera, Tawfi k, Ahmed Muthafer, Khoja, Christian, Kieling, Daniel, Kim, Yun Jin, Kim Brett, M Kissela, Niranjan, Kissoon, Luke D, Knibbs Ann, Kristin Knudsen, Yoshihiro, Kokubo, Dhaval, Kolte, Jacek A, Kopec, Soewarta, Kosen, Parvaiz A, Koul, Ai, Koyanagi, Norun Hjertager, Krog Barthelemy, Kuate Defo, Burcu Kucuk, Bicer Andreas, A Kudom, Ernst J, Kuipers Veena, S Kulkarni, G Anil, Kumar Gene, F Kwan, Aparna, Lal, Dharmesh Kumar, Lal, Ratilal, Lalloo, Hilton, Lam, Jennifer O, Lam Sinead, M Langan, Van C, Lansingh, Anders, Larsson, Dennis Odai, Laryea Asma, Abdul Latif, Alicia Elena, Beatriz Lawrynowicz, James, Leigh, Miriam, Levi, Yongmei, Li, M Patrice, Lindsay Steven, E Lipshultz, Patrick Y, Liu, Shiwei, Liu, Yang, Liu, Loon-Tzian, Lo, Giancarlo, Logroscino, Paulo A, Lotufo Robyn, M Lucas, Raimundas, Lunevicius, Ronan A, Lyons, Stefan, Ma, Vasco Manuel, Pedro Machado, Mark T, Mackay Jennifer, H MacLachlan, Hassan Magdy, Abd El, Razek Mohammed, Magdy Abd, El Razek, Marek, Majdan, Azeem, Majeed, Reza, Malekzadeh, Wondimu Ayele, Ayele Manamo, John, Mandisarisa, Srikanth, Mangalam, Chabila C, Mapoma, Wagner, Marcenes, David Joel, Margolis Gerard, Robert Martin, Jose, Martinez-Raga, Melvin Barrientos, Marzan, Felix, Masiye, Amanda J, Mason-Jones, João, Massano, Richard, Matzopoulos, Bongani M, Mayosi Stephen, Theodore McGarvey, John J, McGrath, Martin, McKee, McMahon Peter, A Meaney, Alem, Mehari, Man Mohan, Mehndiratta, Fabiola, Mejia-Rodriguez, Alemayehu B, Mekonnen Yohannes, Adama Melaku, Peter, Memiah, Ziad A, Memish, Walter, Mendoza, Atte, Meretoja, Tuomo J, Meretoja Francis, Apolinary Mhimbira, Renata, Micha, Ted R, Miller Mojde, Mirarefi n, Awoke, Misganaw, Charles N, Mock Karzan, Abdulmuhsin Mohammad, Alireza, Mohammadi, Shafi u, Mohammed, Viswanathan, Mohan, Glen Liddell, D Mola, Lorenzo, Monasta, Julio Cesar, Montañez Hernandez, Pablo, Montero, Marcella, Montico, Thomas J, Montine, Maziar, Moradi-Lakeh, Lidia, Morawska, Katherine, Morgan, Rintaro, Mori, Dariush Mozaff, arian Ulrich, O Mueller, Gudlavalleti Venkata, Satyanarayana Murthy, Srinivas, Murthy, Kamarul Imran, Musa Jean, B Nachega, Gabriele, Nagel, Kovin S, Naidoo, Nitish, Naik, Luigi, Naldi, Vinay, Nangia, Denis, Nash, Chakib, Nejjari, Subas, Neupane, Charles R, Newton John, N Newton, Marie, Ng, Frida Namnyak, Ngalesoni Jean, de Dieu, Ngirabega Quyen, Le Nguyen, Muhammad Imran, Nisar Patrick, Martial Nkamedjie, Pete, Marika, Nomura, Ole F, Norheim Paul, E Norman, Bo, Norrving, Luke, Nyakarahuka, Felix Akpojene, Ogbo, Takayoshi, Ohkubo, Foluke Adetola, Ojelabi Pedro, R Olivares, Bolajoko Olubukunola, Olusanya Jacob, Olusegun Olusanya, John Nelson, Opio, Eyal, Oren, Alberto, Ortiz, Majdi, Osman, Erika, Ota, Raziye, Ozdemir, Mahesh, PA, Jeyaraj D, Pandian Puspa, Raj Pant, Christina, Papachristou, Eun-Kee, Park, Jae-Hyun, Park, Charles D, Parry, Mahboubeh, Parsaeian, Angel J, Paternina Caicedo, Scott B, Patten George, C Patton, Vinod K, Paul, Neil, Pearce, João Mário, Pedro Ljiljana, Pejin Stokic, Pereira, Norberto, Perico, Konrad, Pesudovs, Max, Petzold, Michael Robert, Phillips Frédéric, B Piel, Julian David, Pillay, Dietrich, Plass, James A, Platts-Mills, Suzanne, Polinder, C Arden, Pope, Svetlana, Popova, Richie G, Poulton, Farshad, Pourmalek, Dorairaj, Prabhakaran, Mostafa, Qorbani, Justice, Quame-Amaglo, D Alex, Quistberg, Anwar, Rafay, Kazem, Rahimi, Vafa, Rahimi-Movaghar, Mahfuzar, Rahman, Mohammad Hifz, Ur Rahman, Sajjad Ur, Rahman Rajesh, Kumar Rai, Zhale, Rajavi, Sasa, Rajsic, Murugesan, Raju, Ivo, Rakovac, Saleem M, Rana Chhabi, L Ranabhat, Thara, Rangaswamy, Puja, Rao, Sowmya R, Rao Amany, H Refaat, Jürgen, Rehm, Marissa B, Reitsma, Giuseppe, Remuzzi, Serge Resnikoff, Antonio L, Ribeiro, Stefano, Ricci, Maria Jesus, Rios Blancas, Bayard, Roberts, Anna, Roca, David, Rojas-Rueda, Luca, Ronfani, Gholamreza, Roshandel, Dietrich, Rothenbacher, Ambuj, Roy, Nawal K, Roy George, Mugambage Ruhago, Rajesh, Sagar, Sukanta, Saha, Ramesh, Sahathevan, Muhammad Muhammad, Saleh Juan, R Sanabria, Maria Dolores, Sanchez-Niño, Lidia, Sanchez-Riera, Itamar S, Santos, Rodrigo, Sarmiento-Suarez, Benn, Sartorius, Maheswar, Satpathy, Miloje, Savic, Monika, Sawhney, Michael P, Schaub Maria, Inês Schmidt, Ione J, C Schneider, Ben, Schöttker, Aletta E, Schutte David, C Schwebel, Soraya, Seedat, Sadaf G, Sepanlou Edson, E Servan-Mori, Katya A, Shackelford, Gavin, Shaddick, Amira, Shaheen, Saeid, Shahraz, Masood Ali, Shaikh, Marina, Shakh-Nazarova, Rajesh, Sharma, Jun, She, Sara, Sheikhbahaei, Jiabin, Shen, Ziyan, Shen, Donald S, Shepard Kevin, N Sheth, Balakrishna P, Shetty, Peilin, Shi, Kenji, Shibuya, Min-Jeong, Shin, Rahman, Shiri, Ivy, Shiue, Mark G, Shrime Inga, Dora Sigfusdottir, Donald H, Silberberg Diego, Augusto Santos, Silva Dayane, Gabriele Alves, Silveira Jonathan, I Silverberg, Edgar P, Simard, Abhishek, Singh, Gitanjali M, Singh Jasvinder, A Singh, Om Prakash, Singh Prashant, Kumar Singh, Virendra, Singh, Samir, Soneji, Kjetil, Søreide, Joan B, Soriano Luciano, A Sposato, Chandrashekhar T, Sreeramareddy, Vasiliki, Stathopoulou, Dan J, Stein Murray, B Stein, Saverio, Stranges, Konstantinos, Stroumpoulis, Bruno F, Sunguya, Patrick, Sur, Soumya, Swaminathan, Bryan L, Sykes Cassandra, E I, Szoeke, Rafael, Tabarés-Seisdedos, Karen M, Tabb, Ken, Takahashi, Jukka S, Takala Roberto, Tchio Talongwa, Nikhil, Tandon, Mohammad, Tavakkoli, Bineyam, Taye, Hugh R, Taylor Braden, J Te, Ao Bemnet, Amare Tedla, Worku Mekonnen, Tefera Margreet, Ten Have, Abdullah Sulieman, Terkawi Fisaha, Haile Tesfay, Gizachew Assefa, Tessema Alan, J Thomson, Andrew L, Thorne-Lyman Amanda, G Thrift, George D, Thurston, Taavi, Tillmann, David L, Tirschwell, Marcello, Tonelli, Roman, Topor-Madry, Fotis, Topouzis, Allen Towbin, Traebert Bach, Xuan Tran, Thomas, Truelsen, Ulises, Trujillo, Abera Kenay, Tura Emin, Murat Tuzcu, Uche S, Uchendu Kingsley, N Ukwaja, Eduardo A, Undurraga Olalekan, A Uthman, Rita Van, Dingenen Aaron, van Donkelaar, Tommi, Vasankari, Ana Maria, Nogales Vasconcelos, Narayanaswamy, Venketasubramanian, Ramesh, Vidavalur, Lakshmi, Vijayakumar, Salvador, Villalpando, Francesco S, Violante Vasiliy, Victorovich Vlassov, Joseph A, Wagner Gregory, R Wagner, Mitchell T, Wallin, Linhong, Wang, David A, Watkins, Scott, Weichenthal, Elisabete, Weiderpass, Robert G, Weintraub, Andrea, Werdecker, Ronny, Westerman, Richard A, White, Tissa, Wijeratne, James D, Wilkinson Hywel, C Williams, Charles Shey, Wiysonge Solomon, Meseret Woldeyohannes, A Wolfe, Sungho, Won, John Q, Wong Anthony, D Woolf, Denis, Xavier, Qingyang, Xiao, Gelin, Xu, Bereket, Yakob, Ayalnesh Zemene, Yalew Lijing, L Yan, Yuichiro, Yano, Mehdi, Yaseri, Pengpeng, Ye, Henock Gebremedhin, Yebyo, Paul, Yip, Biruck Desalegn, Yirsaw, Naohiro, Yonemoto, Gerald, Yonga, Mustafa Z, Younis, Shicheng, Yu, Zoubida, Zaidi, Maysaa El, Sayed Zaki, Faiez, Zannad, Diego E, Zavala, Hajo, Zeeb, Berihun M, Zeleke, Hao, Zhang, Sanjay, Zodpey, David, Zonies, Liesl Joanna, Zuhlke, Theo, Vos, Alan D, Lopez Christopher, J L, Murray., Haidong, Wang, Mohsen, Naghavi, Christine, Allen, Ryan, M, Barber, Zulfi, Qar, A, Bhutta, Austin, Carter, Daniel, C, Casey, Fiona, J, Charlson, Alan, Zian, Chen, Matthew, M, Coate, Megan, Coggeshall, Lalit, Dandona, Daniel, J, Dicker, Holly, E, Erskine, Alize, J, Ferrari, Christina, Fitzmaurice, Kyle, Foreman, Mohammad, H, Forouzanfar, Maya, S, Fraser, Nancy, Fullman, Peter, W, Gething, Ellen, M, Goldberg, Nicholas, Graetz, Juanita, A, Haagsma, Simon, I, Hay, Chantal, Huynh, Catherine, O, Johnson, Nichola, J, Kassebaum, Yohannes, Kinfu, Xie, Rachel, Kulikoff, Michael, Kutz, Hmwe, H, Kyu, Heidi, J, Larson, Janni, Leung, Xiaofeng, Liang, Stephen, S, Lim, Margaret, Lind, Rafael, Lozano, Neal, Marquez, George, A, Mensah, Joe, Mikesell, Ali, H, Mokdad, Meghan, D, Mooney, Grant, Nguyen, Elaine, Nsoesie, David, M, Pigott, Christine, Pinho, Gregory, A, Roth, Joshua, A, Salomon, Logan, Sandar, Naris, Silpakit, Amber, Sligar, Reed, J, D, Sorensen, Jeff, Rey, Stanaway, Caitlyn, Steiner, Stephanie, Teeple, Bernadette, A, Thomas, Christopher, Troeger, Amelia, Vanderzanden, Stein, Emil, Vollset, Valentine, Wanga, Harvey, A, Whiteford, Timothy, Wolock, Leo, Zoeckler, Kalkidan, Hassen, Abate, Cristiana, Abbafati, Kaja, M, Abbas, Foad, Abd-Allah, Semaw, Ferede, Abera, Daisy, M, X, Abreu, Laith, J, Abu-Raddad, Gebre, Yitayih, Abyu, Tom, Achoki, Ademola, Lukman, Adelekan, Zanfi, Na, Ademi, Arsène, Kouablan, Adou, José, C, Adsuar, Kossivi, Agbelenko, Afanvi, Ashkan, Afshin, Emilie, Elisabet, Agardh, Arnav, Agarwal, Anurag, Agrawal, Aliasghar, Ahmad, Kiadaliri, Oluremi, N, Ajala, Ali, Shafqat, Akanda, Rufu, Olusola, Akinyemi, Tomi, F, Akinyemiju, Nadia, Akseer, Faris, Hasan, Al, Lami, Samer, Alabed, Ziyad, Al-Aly, Khurshid, Alam, Noore, K, M, Alam, Deena, Alasfoor, Saleh, Fahed, Aldhahri, Robert, William, Aldridge, Miguel, Angel, Alegretti, Alicia, V, Aleman, Zewdie, Aderaw, Alemu, Lily, T, Alexander, Samia, Alhabib, Raghib, Ali, Ala’A, Alkerwi, François, Alla, Peter, Allebeck, Rajaa, Al-Raddadi, Ubai, Alsharif, Khalid, A, Altirkawi, Elena, Alvarez, Martin, Nelson, Alvis-Guzman, Azmeraw, T, Amare, Adeladza, Kofi, Amegah, Emmanuel, A, Ameh, Heresh, Amini, Walid, Ammar, Stephen, Marc, Amrock, Hjalte, H, Andersen, Benjamin, O, Anderson, Gregory, M, Anderson, Carl, Abelardo, T, Antonio, Atsede, Fantahun, Aregay, Johan, Ärnlöv, Valentina, S, Arsic, Arsenijevic, Al, Artaman, Hamid, Asayesh, Rana, Jawad, Asghar, Suleman, Atique, Euripide, Frinel, G, Arthur, Avokpaho, Ashish, Awasthi, Peter, Azzopardi, Umar, Bacha, Alaa, Badawi, Maria, C, Bahit, Kalpana, Balakrishnan, Amitava, Banerjee, Aleksandra, Barac, Suzanne, L, Barker-Collo, Till, Bärnighausen, Lars, Barregard, Lope, H, Barrero, Arindam, Basu, Sanjay, Basu, Yibeltal, Tebekaw, Bayou, Shahrzad, Bazargan-Hejazi, Justin, Beardsley, Neeraj, Bedi, Ettore, Beghi, Haileeyesus, Adamu, Belay, Brent, Bell, Michelle, L, Bell, Aminu, K, Bello, Derrick, A, Bennett, Isabela, M, Bensenor, Adugnaw, Berhane, Eduardo, Bernabé, Balem, Demtsu, Betsu, Addisu, Shunu, Beyene, Neeraj, Bhala, Ashish, Bhalla, Sibhatu, Biadgilign, Boris, Bikbov, Aref, A, Bin, Abdulhak, Brian, J, Biroscak, Stan, Biryukov, Espen, Bjertne, Jed, D, Blore, Christopher, D, Blosser, Megan, A, Bohensky, Rohan, Borschmann, Dipan, Bose, Rupert, R, A, Bourne, Michael, Brainin, Carol, E, G, Brayne, Alexandra, Brazinova, Nicholas, J, K, Breitborde, Hermann, Brenner, Jerry, D, Brewer, Alexandria, Brown, Jonathan, Brown, Traolach, S, Brugha, Geoff, Rey, Colin, Buckle, Zahid, A, Butt, Bianca, Calabria, Ismael, Ricardo, Campos-Nonato, Julio, Cesar, Campuzano, Jonathan, R, Carapetis, Rosario, Cárdena, David, O, Carpenter, Juan, Jesus, Carrero, Carlos, A, Castañeda-Orjuela, Jacqueline, Castillo, Riva, Ferrán, Catalá-López, Fiorella, Cavalleri, Kelly, Cercy, Jorge, Cerda, Wanqing, Chen, Adrienne, Chew, Peggy, Pei-Chia, Chiang, Mirriam, Chibalabala, Chioma, Ezinne, Chibueze, Odgerel, Chimed-Ochir, Vesper, Hichilombwe, Chisumpa, Jee-Young, Jasmine, Choi, Rajiv, Chowdhury, Hanne, Christensen, Devasahayam, Jesuda, Christopher, Liliana, G, Ciobanu, Cirillo, Massimo, Aaron, J, Cohen, Valentina, Colistro, Mercedes, Colomar, Samantha, M, Colquhoun, Cyrus, Cooper, Leslie, Trumbull, Cooper, Monica, Cortinovi, Benjamin, C, Cowie, John, A, Crump, James, Damsere-Derry, Hadi, Danawi, Rakhi, Dandona, Farah, Daoud, Sarah, C, Darby, Paul, I, Dargan, José, Da, Neves, Gail, Davey, Adrian, C, Davis, Drago, V, Davitoiu, E, Filipa, De, Castro, Pieter, De, Jager, Diego, De, Leo, Louisa, Degenhardt, Robert, P, Dellavalle, Kebede, Deribe, Amare, Deribew, Samath, D, Dharmaratne, Preet, K, Dhillon, Cesar, Diaz-Torné, Eric, L, Ding, Kadine, Priscila, Bender, Dos, Santo, Edem, Dossou, Tim, R, Driscoll, Leilei, Duan, Manisha, Dubey, Bruce, Bartholow, Duncan, Richard, G, Ellenbogen, Christian, Lycke, Ellingsen, Iqbal, Elyazar, Aman, Yesuf, Endries, Sergey, Petrovich, Ermakov, Babak, Eshrati, Alireza, Esteghamati, Kara, Estep, Imad, D, A, Faghmou, Saman, Fahimi, Emerito, Jose, Aquino, Faraon, Talha, A, Farid, Carla, Sofi, A, E, Sa, Farinha, André, Faro, Maryam, S, Farvid, Farshad, Farzadfar, Valery, L, Feigin, Seyed-Mohammad, Fereshtehnejad, Jeff, Erson, G, Fernande, Joao, C, Fernandes, Florian, Fischer, Joseph, R, A, Fitchett, Abraham, Flaxman, Nataliya, Foigt, F, Gerry, R, Fowke, Elisabeth, Barboza, Franca, Richard, C, Franklin, Joseph, Friedman, Joseph, Frostad, Thomas, Fürst, Neal, D, Futran, Seana, L, Gall, Ketevan, Gambashidze, Amiran, Gamkrelidze, Parthasarathi, Ganguly, Fortuné, Gbètoho, Gankpé, Teshome, Gebre, Tsegaye, Tsewelde, Gebrehiwot, Amanuel, Tesfay, Gebremedhin, Alemseged, Aregay, Gebru, Johanna, M, Geleijnse, Bradford, D, Gessner, Aloke, Gopal, Ghoshal, Katherine, B, Gibney, Richard, F, Gillum, Stuart, Gilmour, Ababi, Zergaw, Giref, Maurice, Giroud, Melkamu, Dedefo, Gishu, Giorgia, Giussani, Elizabeth, Glaser, William, W, Godwin, Hector, Gomez-Dante, Philimon, Gona, Amador, Goodridge, Sameer, Vali, Gopalani, Richard, A, Gosselin, Carolyn, C, Gotay, Atsushi, Goto, Hebe, N, Gouda, Felix, Greave, Harish, Chander, Gugnani, Rahul, Gupta, Rajeev, Gupta, Vipin, Gupta, Reyna, A, Gutiérrez, Nima, Hafezi-Nejad, Demewoz, Haile, Alemayehu, Desalegne, Hailu, Gessessew, Bugssa, Hailu, Yara, A, Halasa, Randah, Ribhi, Hamadeh, Samer, Hamidi, Jamie, Hancock, Alexis, J, Handal, Graeme, J, Hankey, Yuantao, Hao, Hilda, L, Harb, Sivadasanpillai, Harikrishnan, Josep, Maria, Haro, Rasmus, Havmoeller, Susan, R, Heckbert, Ileana, Beatriz, Heredia-Pi, Pouria, Heydarpour, Henk, B, M, Hilderink, Hans, W, Hoek, Robert, S, Hogg, Masako, Horino, Nobuyuki, Horita, H, Dean, Hosgood, Peter, J, Hotez, Damian, G, Hoy, Mohamed, Hsairi, Aung, Soe, Htet, Maung, Maung, Than, Htike, Guoqing, Hu, Cheng, Huang, Hsiang, Huang, Laetitia, Huiart, Abdullatif, Husseini, Inge, Huybrecht, Grace, Huynh, Kim, Moesgaard, Iburg, Kaire, Inno, Manami, Inoue, Veena, J, Iyer, Troy, A, Jacob, Kathryn, H, Jacobsen, Nader, Jahanmehr, Mihajlo, B, Jakovljevic, Peter, Jame, Mehdi, Javanbakht, Sudha, P, Jayaraman, Achala, Upendra, Jayatilleke, Panniyammakal, Jeemon, Paul, N, Jensen, Vivekanand, Jha, Guohong, Jiang, Ying, Jiang, Tariku, Jibat, Aida, Jimenez-Corona, Jost, B, Jonas, Tushar, Kant, Joshi, Zubair, Kabir, Ritul, Kamal, Haidong, Kan, Surya, Kant, André, Karch, Corine, Kakizi, Karema, Chante, Karimkhani, Dimitris, Karletso, Ganesan, Karthikeyan, Amir, Kasaeian, Marzieh, Katibeh, Anil, Kaul, Norito, Kawakami, Jeanne, Françoise, Kayibanda, Peter, Njenga, Keiyoro, Laura, Kemmer, Andrew, Haddon, Kemp, Andre, Pascal, Kengne, Andre, Keren, Maia, Kereselidze, Chandrasekharan, Nair, Kesavachandran, Yousef, Saleh, Khader, Ibrahim, A, Khalil, Abdur, Rahman, Khan, Ejaz, Ahmad, Khan, Young-Ho, Khang, Sahil, Khera, Tawfi, K, Ahmed, Muthafer, Khoja, Christian, Kieling, Daniel, Kim, Yun, Jin, Kim, Brett, M, Kissela, Niranjan, Kissoon, Luke, D, Knibbs, Ann, Kristin, Knudsen, Yoshihiro, Kokubo, Dhaval, Kolte, Jacek, A, Kopec, Soewarta, Kosen, Parvaiz, A, Koul, Ai, Koyanagi, Norun, Hjertager, Krog, Barthelemy, Kuate, Defo, Burcu, Kucuk, Bicer, Andrea, A, Kudom, Ernst, J, Kuipers, Veena, S, Kulkarni, G, Anil, Kumar, Gene, F, Kwan, Aparna, Lal, Dharmesh, Kumar, Lal, Ratilal, Lalloo, Hilton, Lam, Jennifer, O, Lam, Sinead, M, Langan, Van, C, Lansingh, Anders, Larsson, Dennis, Odai, Laryea, Asma, Abdul, Latif, Alicia, Elena, Beatriz, Lawrynowicz, James, Leigh, Miriam, Levi, Yongmei, Li, M, Patrice, Lindsay, Steven, E, Lipshultz, Patrick, Y, Liu, Shiwei, Liu, Yang, Liu, Loon-Tzian, Lo, Giancarlo, Logroscino, Paulo, A, Lotufo, Robyn, M, Luca, Raimundas, Luneviciu, Ronan, A, Lyons, Stefan, Ma, Vasco, Manuel, Pedro, Machado, Mark, T, Mackay, Jennifer, H, Maclachlan, Hassan, Magdy, Abd, El, Razek, Mohammed, Magdy, Abd, El, Razek, Marek, Majdan, Azeem, Majeed, Reza, Malekzadeh, Wondimu, Ayele, Ayele, Manamo, John, Mandisarisa, Srikanth, Mangalam, Chabila, C, Mapoma, Wagner, Marcene, David, Joel, Margolis, Gerard, Robert, Martin, Jose, Martinez-Raga, Melvin, Barriento, Marzan, Felix, Masiye, Amanda, J, Mason-Jones, João, Massano, Richard, Matzopoulo, Bongani, M, Mayosi, Stephen, Theodore, Mcgarvey, John, J, Mcgrath, Martin, Mckee, Mcmahon, Peter, A, Meaney, Alem, Mehari, Man, Mohan, Mehndiratta, Fabiola, Mejia-Rodriguez, Alemayehu, B, Mekonnen, Yohanne, Adama, Melaku, Peter, Memiah, Ziad, A, Memish, Walter, Mendoza, Atte, Meretoja, Tuomo, J, Meretoja, Franci, Apolinary, Mhimbira, Renata, Micha, Ted, R, Miller, Mojde, Mirarefi, N, Awoke, Misganaw, Charles, N, Mock, Karzan, Abdulmuhsin, Mohammad, Alireza, Mohammadi, Shafi, U, Mohammed, Viswanathan, Mohan, Glen, Liddell, D, Mola, Lorenzo, Monasta, Julio, Cesar, Montañez, Hernandez, Pablo, Montero, Marcella, Montico, Thomas, J, Montine, Maziar, Moradi-Lakeh, Lidia, Morawska, Katherine, Morgan, Rintaro, Mori, Dariush, Mozaff, Arian, Ulrich, O, Mueller, Gudlavalleti, Venkata, Satyanarayana, Murthy, Srinivas, Murthy, Kamarul, Imran, Musa, Jean, B, Nachega, Gabriele, Nagel, Kovin, S, Naidoo, Nitish, Naik, Luigi, Naldi, Vinay, Nangia, Denis, Nash, Chakib, Nejjari, Subas, Neupane, Charles, R, Newton, John, N, Newton, Marie, Ng, Frida, Namnyak, Ngalesoni, Jean, De, Dieu, Ngirabega, Quyen, Le, Nguyen, Muhammad, Imran, Nisar, Patrick, Martial, Nkamedjie, Pete, Marika, Nomura, Ole, F, Norheim, Paul, E, Norman, Bo, Norrving, Luke, Nyakarahuka, Felix, Akpojene, Ogbo, Takayoshi, Ohkubo, Foluke, Adetola, Ojelabi, Pedro, R, Olivare, Bolajoko, Olubukunola, Olusanya, Jacob, Olusegun, Olusanya, John, Nelson, Opio, Eyal, Oren, Alberto, Ortiz, Majdi, Osman, Erika, Ota, Raziye, Ozdemir, Mahesh, Pa, Jeyaraj, D, Pandian, Puspa, Raj, Pant, Christina, Papachristou, Eun-Kee, Park, Jae-Hyun, Park, Charles, D, Parry, Mahboubeh, Parsaeian, Angel, J, Paternina, Caicedo, Scott, B, Patten, George, C, Patton, Vinod, K, Paul, Neil, Pearce, João, Mário, Pedro, Ljiljana, Pejin, Stokic, Pereira, Norberto, Perico, Konrad, Pesudov, Max, Petzold, Michael, Robert, Phillips, Frédéric, B, Piel, Julian, David, Pillay, Dietrich, Pla, James, A, Platts-Mills, Suzanne, Polinder, C, Arden, Pope, Svetlana, Popova, Richie, G, Poulton, Farshad, Pourmalek, Dorairaj, Prabhakaran, Mostafa, Qorbani, Justice, Quame-Amaglo, D, Alex, Quistberg, Anwar, Rafay, Kazem, Rahimi, Vafa, Rahimi-Movaghar, Mahfuzar, Rahman, Mohammad, Hifz, Ur, Rahman, Sajjad, Ur, Rahman, Rajesh, Kumar, Rai, Zhale, Rajavi, Sasa, Rajsic, Murugesan, Raju, Ivo, Rakovac, Saleem, M, Rana, Chhabi, L, Ranabhat, Thara, Rangaswamy, Puja, Rao, Sowmya, R, Rao, Amany, H, Refaat, Jürgen, Rehm, Marissa, B, Reitsma, Giuseppe, Remuzzi, Serge, Resnikoff, Antonio, L, Ribeiro, Stefano, Ricci, Maria, Jesu, Rios, Blanca, Bayard, Robert, Anna, Roca, David, Rojas-Rueda, Luca, Ronfani, Gholamreza, Roshandel, Dietrich, Rothenbacher, Ambuj, Roy, Nawal, K, Roy, George, Mugambage, Ruhago, Rajesh, Sagar, Sukanta, Saha, Ramesh, Sahathevan, Muhammad, Muhammad, Saleh, Juan, R, Sanabria, Maria, Dolore, Sanchez-Niño, Lidia, Sanchez-Riera, Itamar, S, Santos, Rodrigo, Sarmiento-Suarez, Benn, Sartoriu, Maheswar, Satpathy, Miloje, Savic, Monika, Sawhney, Michael, P, Schaub, Maria, Inês, Schmidt, Ione, J, C, Schneider, Ben, Schöttker, Aletta, E, Schutte, David, C, Schwebel, Soraya, Seedat, Sadaf, G, Sepanlou, Edson, E, Servan-Mori, Katya, A, Shackelford, Gavin, Shaddick, Amira, Shaheen, Saeid, Shahraz, Masood, Ali, Shaikh, Marina, Shakh-Nazarova, Rajesh, Sharma, Jun, She, Sara, Sheikhbahaei, Jiabin, Shen, Ziyan, Shen, Donald, S, Shepard, Kevin, N, Sheth, Balakrishna, P, Shetty, Peilin, Shi, Kenji, Shibuya, Min-Jeong, Shin, Rahman, Shiri, Ivy, Shiue, Mark, G, Shrime, Inga, Dora, Sigfusdottir, Donald, H, Silberberg, Diego, Augusto, Santo, Silva, Dayane, Gabriele, Alve, Silveira, Jonathan, I, Silverberg, Edgar, P, Simard, Abhishek, Singh, Gitanjali, M, Singh, Jasvinder, A, Singh, Om, Prakash, Singh, Prashant, Kumar, Singh, Virendra, Singh, Samir, Soneji, Kjetil, Søreide, Joan, B, Soriano, Luciano, A, Sposato, Chandrashekhar, T, Sreeramareddy, Vasiliki, Stathopoulou, Dan, J, Stein, Murray, B, Stein, Saverio, Strange, Konstantinos, Stroumpouli, Bruno, F, Sunguya, Patrick, Sur, Soumya, Swaminathan, Bryan, L, Sykes, Cassandra, E, I, Szoeke, Rafael, Tabarés-Seisdedo, Karen, M, Tabb, Ken, Takahashi, Jukka, S, Takala, Roberto, Tchio, Talongwa, Nikhil, Tandon, Mohammad, Tavakkoli, Bineyam, Taye, Hugh, R, Taylor, Braden, J, Te, Ao, Bemnet, Amare, Tedla, Worku, Mekonnen, Tefera, Margreet, Ten, Have, Abdullah, Sulieman, Terkawi, Fisaha, Haile, Tesfay, Gizachew, Assefa, Tessema, Alan, J, Thomson, Andrew, L, Thorne-Lyman, Amanda, G, Thrift, George, D, Thurston, Taavi, Tillmann, David, L, Tirschwell, Marcello, Tonelli, Roman, Topor-Madry, Fotis, Topouzi, Allen, Towbin, Traebert, Bach, Xuan, Tran, Thomas, Truelsen, Ulises, Trujillo, Abera, Kenay, Tura, Emin, Murat, Tuzcu, Uche, S, Uchendu, Kingsley, N, Ukwaja, Eduardo, A, Undurraga, Olalekan, A, Uthman, Rita, Van, Dingenen, Aaron, Van, Donkelaar, Tommi, Vasankari, Ana, Maria, Nogales, Vasconcelo, Narayanaswamy, Venketasubramanian, Ramesh, Vidavalur, Lakshmi, Vijayakumar, Salvador, Villalpando, Francesco, S, Violante, Vasiliy, Victorovich, Vlassov, Joseph, A, Wagner, Gregory, R, Wagner, Mitchell, T, Wallin, Linhong, Wang, David, A, Watkins, Scott, Weichenthal, Elisabete, Weiderpa, Robert, G, Weintraub, Andrea, Werdecker, Ronny, Westerman, Richard, A, White, Tissa, Wijeratne, James, D, Wilkinson, Hywel, C, William, Charles, Shey, Wiysonge, Solomon, Meseret, Woldeyohanne, A, Wolfe, Sungho, Won, John, Q, Wong, Anthony, D, Woolf, Denis, Xavier, Qingyang, Xiao, Gelin, Xu, Bereket, Yakob, Ayalnesh, Zemene, Yalew, Lijing, L, Yan, Yuichiro, Yano, Mehdi, Yaseri, Pengpeng, Ye, Henock, Gebremedhin, Yebyo, Paul, Yip, Biruck, Desalegn, Yirsaw, Naohiro, Yonemoto, Gerald, Yonga, Mustafa, Z, Younis, Shicheng, Yu, Zoubida, Zaidi, Maysaa, El, Sayed, Zaki, Faiez, Zannad, Diego, E, Zavala, Hajo, Zeeb, Berihun, M, Zeleke, Hao, Zhang, Sanjay, Zodpey, David, Zonie, Liesl, Joanna, Zuhlke, Theo, Vo, Alan, D, Lopez, Christopher, J, L, Murra, Y., Wang, Haidong, Naghavi, Mohsen, Allen, Christine, Barber, Ryan M, Bhutta, Zulfiqar A, Carter, Austin, Casey, Daniel C, Charlson, Fiona J, Chen, Alan Zian, Coates, Matthew M, Coggeshall, Megan, Dandona, Lalit, Dicker, Daniel J, Erskine, Holly E, Ferrari, Alize J, Fitzmaurice, Christina, Foreman, Kyle, Forouzanfar, Mohammad H, Fraser, Maya S, Fullman, Nancy, Gething, Peter W, Goldberg, Ellen M, Graetz, Nichola, Haagsma, Juanita A, Hay, Simon I, Huynh, Chantal, Johnson, Catherine O, Kassebaum, Nicholas J, Kinfu, Yohanne, Kulikoff, Xie Rachel, Kutz, Michael, Kyu, Hmwe H, Larson, Heidi J, Leung, Janni, Liang, Xiaofeng, Lim, Stephen S, Lind, Margaret, Lozano, Rafael, Marquez, Neal, Mensah, George A, Mikesell, Joe, Mokdad, Ali H, Mooney, Meghan D, Nguyen, Grant, Nsoesie, Elaine, Pigott, David M, Pinho, Christine, Roth, Gregory A, Salomon, Joshua A, Sandar, Logan, Silpakit, Nari, Sligar, Amber, Sorensen, Reed J D, Stanaway, Jeffrey, Steiner, Caitlyn, Teeple, Stephanie, Thomas, Bernadette A, Troeger, Christopher, Vanderzanden, Amelia, Vollset, Stein Emil, Wanga, Valentine, Whiteford, Harvey A, Wolock, Timothy, Zoeckler, Leo, Abate, Kalkidan Hassen, Abbafati, Cristiana, Abbas, Kaja M, Abd-Allah, Foad, Abera, Semaw Ferede, Abreu, Daisy M X, Abu-Raddad, Laith J, Abyu, Gebre Yitayih, Achoki, Tom, Adelekan, Ademola Lukman, Ademi, Zanfina, Adou, Arsène Kouablan, Adsuar, José C, Afanvi, Kossivi Agbelenko, Afshin, Ashkan, Agardh, Emilie Elisabet, Agarwal, Arnav, Agrawal, Anurag, Kiadaliri, Aliasghar Ahmad, Ajala, Oluremi N, Akanda, Ali Shafqat, Akinyemi, Rufus Olusola, Akinyemiju, Tomi F, Akseer, Nadia, Lami, Faris Hasan Al, Alabed, Samer, Al-Aly, Ziyad, Alam, Khurshid, Alam, Noore K M, Alasfoor, Deena, Aldhahri, Saleh Fahed, Aldridge, Robert William, Alegretti, Miguel Angel, Aleman, Alicia V, Alemu, Zewdie Aderaw, Alexander, Lily T, Alhabib, Samia, Ali, Raghib, Alkerwi, Ala'A, Alla, Françoi, Allebeck, Peter, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Martin, Elena Alvarez, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amegah, Adeladza Kofi, Ameh, Emmanuel A, Amini, Heresh, Ammar, Walid, Amrock, Stephen Marc, Andersen, Hjalte H, Anderson, Benjamin O, Anderson, Gregory M, Antonio, Carl Abelardo T, Aregay, Atsede Fantahun, Ärnlöv, Johan, Arsenijevic, Valentina S Arsic, Artaman, Al, Asayesh, Hamid, Asghar, Rana Jawad, Atique, Suleman, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Azzopardi, Peter, Bacha, Umar, Badawi, Alaa, Bahit, Maria C, Balakrishnan, Kalpana, Banerjee, Amitava, Barac, Aleksandra, Barker-Collo, Suzanne L, Bärnighausen, Till, Barregard, Lar, Barrero, Lope H, Basu, Arindam, Basu, Sanjay, Bayou, Yibeltal Tebekaw, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Belay, Haileeyesus Adamu, Bell, Brent, Bell, Michelle L, Bello, Aminu K, Bennett, Derrick A, Bensenor, Isabela M, Berhane, Adugnaw, Bernabé, Eduardo, Betsu, Balem Demtsu, Beyene, Addisu Shunu, Bhala, Neeraj, Bhalla, Ashish, Biadgilign, Sibhatu, Bikbov, Bori, Abdulhak, Aref A Bin, Biroscak, Brian J, Biryukov, Stan, Bjertness, Espen, Blore, Jed D, Blosser, Christopher D, Bohensky, Megan A, Borschmann, Rohan, Bose, Dipan, Bourne, Rupert R A, Brainin, Michael, Brayne, Carol E G, Brazinova, Alexandra, Breitborde, Nicholas J K, Brenner, Hermann, Brewer, Jerry D, Brown, Alexandria, Brown, Jonathan, Brugha, Traolach S, Buckle, Geoffrey Colin, Butt, Zahid A, Calabria, Bianca, Campos-Nonato, Ismael Ricardo, Campuzano, Julio Cesar, Carapetis, Jonathan R, Cárdenas, Rosario, Carpenter, David O, Carrero, Juan Jesu, Castañeda-Orjuela, Carlos A, Rivas, Jacqueline Castillo, Catalá-López, Ferrán, Cavalleri, Fiorella, Cercy, Kelly, Cerda, Jorge, Chen, Wanqing, Chew, Adrienne, Chiang, Peggy Pei-Chia, Chibalabala, Mirriam, Chibueze, Chioma Ezinne, Chimed-Ochir, Odgerel, Chisumpa, Vesper Hichilombwe, Choi, Jee-Young Jasmine, Chowdhury, Rajiv, Christensen, Hanne, Christopher, Devasahayam Jesuda, Ciobanu, Liliana G, Cohen, Aaron J, Colistro, Valentina, Colomar, Mercede, Colquhoun, Samantha M, Cooper, Cyru, Cooper, Leslie Trumbull, Cortinovis, Monica, Cowie, Benjamin C, Crump, John A, Damsere-Derry, Jame, Danawi, Hadi, Dandona, Rakhi, Daoud, Farah, Darby, Sarah C, Dargan, Paul I, das Neves, José, Davey, Gail, Davis, Adrian C, Davitoiu, Dragos V, de Castro, E Filipa, de Jager, Pieter, Leo, Diego De, Degenhardt, Louisa, Dellavalle, Robert P, Deribe, Kebede, Deribew, Amare, Dharmaratne, Samath D, Dhillon, Preet K, Diaz-Torné, Cesar, Ding, Eric L, dos Santos, Kadine Priscila Bender, Dossou, Edem, Driscoll, Tim R, Duan, Leilei, Dubey, Manisha, Duncan, Bruce Bartholow, Ellenbogen, Richard G, Ellingsen, Christian Lycke, Elyazar, Iqbal, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Eshrati, Babak, Esteghamati, Alireza, Estep, Kara, Faghmous, Imad D A, Fahimi, Saman, Faraon, Emerito Jose Aquino, Farid, Talha A, Farinha, Carla Sofia e Sa, Faro, André, Farvid, Maryam S, Farzadfar, Farshad, Feigin, Valery L, Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G, Fernandes, Joao C, Fischer, Florian, Fitchett, Joseph R A, Flaxman, Abraham, Foigt, Nataliya, Fowkes, F Gerry R, Franca, Elisabeth Barboza, Franklin, Richard C, Friedman, Joseph, Frostad, Joseph, Fürst, Thoma, Futran, Neal D, Gall, Seana L, Gambashidze, Ketevan, Gamkrelidze, Amiran, Ganguly, Parthasarathi, Gankpé, Fortuné Gbètoho, Gebre, Teshome, Gebrehiwot, Tsegaye Tsewelde, Gebremedhin, Amanuel Tesfay, Gebru, Alemseged Aregay, Geleijnse, Johanna M, Gessner, Bradford D, Ghoshal, Aloke Gopal, Gibney, Katherine B, Gillum, Richard F, Gilmour, Stuart, Giref, Ababi Zergaw, Giroud, Maurice, Gishu, Melkamu Dedefo, Giussani, Giorgia, Glaser, Elizabeth, Godwin, William W, Gomez-Dantes, Hector, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Gosselin, Richard A, Gotay, Carolyn C, Goto, Atsushi, Gouda, Hebe N, Greaves, Felix, Gugnani, Harish Chander, Gupta, Rahul, Gupta, Rajeev, Gupta, Vipin, Gutiérrez, Reyna A, Hafezi-Nejad, Nima, Haile, Demewoz, Hailu, Alemayehu Desalegne, Hailu, Gessessew Bugssa, Halasa, Yara A, Hamadeh, Randah Ribhi, Hamidi, Samer, Hancock, Jamie, Handal, Alexis J, Hankey, Graeme J, Hao, Yuantao, Harb, Hilda L, Harikrishnan, Sivadasanpillai, Haro, Josep Maria, Havmoeller, Rasmu, Heckbert, Susan R, Heredia-Pi, Ileana Beatriz, Heydarpour, Pouria, Hilderink, Henk B M, Hoek, Hans W, Hogg, Robert S, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hotez, Peter J, Hoy, Damian G, Hsairi, Mohamed, Htet, Aung Soe, Htike, Maung Maung Than, Hu, Guoqing, Huang, Cheng, Huang, Hsiang, Huiart, Laetitia, Husseini, Abdullatif, Huybrechts, Inge, Huynh, Grace, Iburg, Kim Moesgaard, Innos, Kaire, Inoue, Manami, Iyer, Veena J, Jacobs, Troy A, Jacobsen, Kathryn H, Jahanmehr, Nader, Jakovljevic, Mihajlo B, James, Peter, Javanbakht, Mehdi, Jayaraman, Sudha P, Jayatilleke, Achala Upendra, Jeemon, Panniyammakal, Jensen, Paul N, Jha, Vivekanand, Jiang, Guohong, Jiang, Ying, Jibat, Tariku, Jimenez-Corona, Aida, Jonas, Jost B, Joshi, Tushar Kant, Kabir, Zubair, Kamal, Ritul, Kan, Haidong, Kant, Surya, Karch, André, Karema, Corine Kakizi, Karimkhani, Chante, Karletsos, Dimitri, Karthikeyan, Ganesan, Kasaeian, Amir, Katibeh, Marzieh, Kaul, Anil, Kawakami, Norito, Kayibanda, Jeanne Françoise, Keiyoro, Peter Njenga, Kemmer, Laura, Kemp, Andrew Haddon, Kengne, Andre Pascal, Keren, Andre, Kereselidze, Maia, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khalil, Ibrahim A, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khang, Young-Ho, Khera, Sahil, Khoja, Tawfik Ahmed Muthafer, Kieling, Christian, Kim, Daniel, Kim, Yun Jin, Kissela, Brett M, Kissoon, Niranjan, Knibbs, Luke D, Knudsen, Ann Kristin, Kokubo, Yoshihiro, Kolte, Dhaval, Kopec, Jacek A, Kosen, Soewarta, Koul, Parvaiz A, Koyanagi, Ai, Krog, Norun Hjertager, Defo, Barthelemy Kuate, Bicer, Burcu Kucuk, Kudom, Andreas A, Kuipers, Ernst J, Kulkarni, Veena S, Kumar, G Anil, Kwan, Gene F, Lal, Aparna, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lam, Hilton, Lam, Jennifer O, Langan, Sinead M, Lansingh, Van C, Larsson, Ander, Laryea, Dennis Odai, Latif, Asma Abdul, Lawrynowicz, Alicia Elena Beatriz, Leigh, Jame, Levi, Miriam, Li, Yongmei, Lindsay, M Patrice, Lipshultz, Steven E, Liu, Patrick Y, Liu, Shiwei, Liu, Yang, Lo, Loon-Tzian, Logroscino, Giancarlo, Lotufo, Paulo A, Lucas, Robyn M, Lunevicius, Raimunda, Lyons, Ronan A, Ma, Stefan, Machado, Vasco Manuel Pedro, Mackay, Mark T, Maclachlan, Jennifer H, Razek, Hassan Magdy Abd El, Magdy, Mohammed, Razek, Abd El, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Manamo, Wondimu Ayele Ayele, Mandisarisa, John, Mangalam, Srikanth, Mapoma, Chabila C, Marcenes, Wagner, Margolis, David Joel, Martin, Gerard Robert, Martinez-Raga, Jose, Marzan, Melvin Barriento, Masiye, Felix, Mason-Jones, Amanda J, Massano, João, Matzopoulos, Richard, Mayosi, Bongani M, Mcgarvey, Stephen Theodore, Mcgrath, John J, Mckee, Martin, Mcmahon, Brian J, Meaney, Peter A, Mehari, Alem, Mehndiratta, Man Mohan, Mejia-Rodriguez, Fabiola, Mekonnen, Alemayehu B, Melaku, Yohannes Adama, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Meretoja, Atte, Meretoja, Tuomo J, Mhimbira, Francis Apolinary, Micha, Renata, Miller, Ted R, Mirarefin, Mojde, Misganaw, Awoke, Mock, Charles N, Mohammad, Karzan Abdulmuhsin, Mohammadi, Alireza, Mohammed, Shafiu, Mohan, Viswanathan, Mola, Glen Liddell D, Monasta, Lorenzo, Hernandez, Julio Cesar Montañez, Montero, Pablo, Montico, Marcella, Montine, Thomas J, Moradi-Lakeh, Maziar, Morawska, Lidia, Morgan, Katherine, Mori, Rintaro, Mozaffarian, Dariush, Mueller, Ulrich O, Murthy, Gudlavalleti Venkata Satyanarayana, Murthy, Sriniva, Musa, Kamarul Imran, Nachega, Jean B, Nagel, Gabriele, Naidoo, Kovin S, Naik, Nitish, Naldi, Luigi, Nangia, Vinay, Nash, Deni, Nejjari, Chakib, Neupane, Suba, Newton, Charles R, Newton, John N, Ng, Marie, Ngalesoni, Frida Namnyak, de Dieu Ngirabega, Jean, Nguyen, Quyen Le, Nisar, Muhammad Imran, Pete, Patrick Martial Nkamedjie, Nomura, Marika, Norheim, Ole F, Norman, Paul E, Norrving, Bo, Nyakarahuka, Luke, Ogbo, Felix Akpojene, Ohkubo, Takayoshi, Ojelabi, Foluke Adetola, Olivares, Pedro R, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Opio, John Nelson, Oren, Eyal, Ortiz, Alberto, Osman, Majdi, Ota, Erika, Ozdemir, Raziye, Pa, Mahesh, Pandian, Jeyaraj D, Pant, Puspa Raj, Papachristou, Christina, Park, Eun-Kee, Park, Jae-Hyun, Parry, Charles D, Parsaeian, Mahboubeh, Caicedo, Angel J Paternina, Patten, Scott B, Patton, George C, Paul, Vinod K, Pearce, Neil, Pedro, João Mário, Stokic, Ljiljana Pejin, Pereira, David M, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Piel, Frédéric B, Pillay, Julian David, Plass, Dietrich, Platts-Mills, James A, Polinder, Suzanne, Pope, C Arden, Popova, Svetlana, Poulton, Richie G, Pourmalek, Farshad, Prabhakaran, Dorairaj, Qorbani, Mostafa, Quame-Amaglo, Justice, Quistberg, D Alex, Rafay, Anwar, Rahimi, Kazem, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Rajesh Kumar, Rajavi, Zhale, Rajsic, Sasa, Raju, Murugesan, Rakovac, Ivo, Rana, Saleem M, Ranabhat, Chhabi L, Rangaswamy, Thara, Rao, Puja, Rao, Sowmya R, Refaat, Amany H, Rehm, Jürgen, Reitsma, Marissa B, Remuzzi, Giuseppe, Resnikoff, Serge, Ribeiro, Antonio L, Ricci, Stefano, Blancas, Maria Jesus Rio, Roberts, Bayard, Roca, Anna, Rojas-Rueda, David, Ronfani, Luca, Roshandel, Gholamreza, Rothenbacher, Dietrich, Roy, Ambuj, Roy, Nawal K, Ruhago, George Mugambage, Sagar, Rajesh, Saha, Sukanta, Sahathevan, Ramesh, Saleh, Muhammad Muhammad, Sanabria, Juan R, Sanchez-Niño, Maria Dolore, Sanchez-Riera, Lidia, Santos, Itamar S, Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Schaub, Michael P, Schmidt, Maria Inê, Schneider, Ione J C, Schöttker, Ben, Schutte, Aletta E, Schwebel, David C, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Shackelford, Katya A, Shaddick, Gavin, Shaheen, Amira, Shahraz, Saeid, Shaikh, Masood Ali, Shakh-Nazarova, Marina, Sharma, Rajesh, She, Jun, Sheikhbahaei, Sara, Shen, Jiabin, Shen, Ziyan, Shepard, Donald S, Sheth, Kevin N, Shetty, Balakrishna P, Shi, Peilin, Shibuya, Kenji, Shin, Min-Jeong, Shiri, Rahman, Shiue, Ivy, Shrime, Mark G, Sigfusdottir, Inga Dora, Silberberg, Donald H, Silva, Diego Augusto Santo, Silveira, Dayane Gabriele Alve, Silverberg, Jonathan I, Simard, Edgar P, Singh, Abhishek, Singh, Gitanjali M, Singh, Jasvinder A, Singh, Om Prakash, Singh, Prashant Kumar, Singh, Virendra, Soneji, Samir, Søreide, Kjetil, Soriano, Joan B, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Stathopoulou, Vasiliki, Stein, Dan J, Stein, Murray B, Stranges, Saverio, Stroumpoulis, Konstantino, Sunguya, Bruno F, Sur, Patrick, Swaminathan, Soumya, Sykes, Bryan L, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Tabb, Karen M, Takahashi, Ken, Takala, Jukka S, Talongwa, Roberto Tchio, Tandon, Nikhil, Tavakkoli, Mohammad, Taye, Bineyam, Taylor, Hugh R, Ao, Braden J Te, Tedla, Bemnet Amare, Tefera, Worku Mekonnen, Have, Margreet Ten, Terkawi, Abdullah Sulieman, Tesfay, Fisaha Haile, Tessema, Gizachew Assefa, Thomson, Alan J, Thorne-Lyman, Andrew L, Thrift, Amanda G, Thurston, George D, Tillmann, Taavi, Tirschwell, David L, Tonelli, Marcello, Topor-Madry, Roman, Topouzis, Foti, Towbin, Jeffrey Allen, Traebert, Jefferson, Tran, Bach Xuan, Truelsen, Thoma, Trujillo, Ulise, Tura, Abera Kenay, Tuzcu, Emin Murat, Uchendu, Uche S, Ukwaja, Kingsley N, Undurraga, Eduardo A, Uthman, Olalekan A, Dingenen, Rita Van, van Donkelaar, Aaron, Vasankari, Tommi, Vasconcelos, Ana Maria Nogale, Venketasubramanian, Narayanaswamy, Vidavalur, Ramesh, Vijayakumar, Lakshmi, Villalpando, Salvador, Violante, Francesco S, Vlassov, Vasiliy Victorovich, Wagner, Joseph A, Wagner, Gregory R, Wallin, Mitchell T, Wang, Linhong, Watkins, David A, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Werdecker, Andrea, Westerman, Ronny, White, Richard A, Wijeratne, Tissa, Wilkinson, James D, Williams, Hywel C, Wiysonge, Charles Shey, Woldeyohannes, Solomon Meseret, Wolfe, Charles D A, Won, Sungho, Wong, John Q, Woolf, Anthony D, Xavier, Deni, Xiao, Qingyang, Xu, Gelin, Yakob, Bereket, Yalew, Ayalnesh Zemene, Yan, Lijing L, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yebyo, Henock Gebremedhin, Yip, Paul, Yirsaw, Biruck Desalegn, Yonemoto, Naohiro, Yonga, Gerald, Younis, Mustafa Z, Yu, Shicheng, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zannad, Faiez, Zavala, Diego E, Zeeb, Hajo, Zeleke, Berihun M, Zhang, Hao, Zodpey, Sanjay, Zonies, David, Zuhlke, Liesl Joanna, Vos, Theo, Lopez, Alan D, and Murray, Christopher J L

Subjects
VITAL-STATISTICS, INTEGRATED APPROACH, ECONOMIC-DEVELOPMENT, DEVELOPMENT ASSISTANCE, UNITED-STATES, Global Health, Communicable Disease, Communicable Diseases, cause of death, Medicine, General & Internal, Life Expectancy, General & Internal Medicine, Humans, Mortality, Medicine(all), Science & Technology, Mortality, Premature, Medicine (all), EPIDEMIOLOGIC TRANSITION, GBD 2015 Mortality and Causes of Death Collaborators, CIVIL REGISTRATION, Public Health, Global Health, Social Medicine and Epidemiology, Articles, 11 Medical And Health Sciences, ROAD TRAFFIC INJURIES, ALZHEIMERS-DISEASE, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, VERBAL AUTOPSY, Life Sciences & Biomedicine, Human
Abstract

Background Improving survival and extending the longevity of life for all populations requires timely, robust evidence on local mortality levels and trends. The Global Burden of Disease 2015 Study (GBD 2015) provides a comprehensive assessment of all-cause and cause-specific mortality for 249 causes in 195 countries and territories from 1980 to 2015. These results informed an in-depth investigation of observed and expected mortality patterns based on sociodemographic measures. Methods We estimated all-cause mortality by age, sex, geography, and year using an improved analytical approach originally developed for GBD 2013 and GBD 2010. Improvements included refinements to the estimation of child and adult mortality and corresponding uncertainty, parameter selection for under-5 mortality synthesis by spatiotemporal Gaussian process regression, and sibling history data processing. We also expanded the database of vital registration, survey, and census data to 14 294 geography-year datapoints. For GBD 2015, eight causes, including Ebola virus disease, were added to the previous GBD cause list for mortality. We used six modelling approaches to assess cause-specific mortality, with the Cause of Death Ensemble Model (CODEm) generating estimates for most causes. We used a series of novel analyses to systematically quantify the drivers of trends in mortality across geographies. First, we assessed observed and expected levels and trends of cause-specific mortality as they relate to the Socio-demographic Index (SDI), a summary indicator derived from measures of income per capita, educational attainment, and fertility. Second, we examined factors affecting total mortality patterns through a series of counterfactual scenarios, testing the magnitude by which population growth, population age structures, and epidemiological changes contributed to shifts in mortality. Finally, we attributed changes in life expectancy to changes in cause of death. We documented each step of the GBD 2015 estimation processes, as well as data sources, in accordance with Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER). Findings Globally, life expectancy from birth increased from 61.7 years (95% uncertainty interval 61.4-61.9) in 1980 to 71.8 years (71.5-72.2) in 2015. Several countries in sub-Saharan Africa had very large gains in life expectancy from 2005 to 2015, rebounding from an era of exceedingly high loss of life due to HIV/AIDS. At the same time, many geographies saw life expectancy stagnate or decline, particularly for men and in countries with rising mortality from war or interpersonal violence. From 2005 to 2015, male life expectancy in Syria dropped by 11.3 years (3.7-17.4), to 62.6 years (56.5-70.2). Total deaths increased by 4.1% (2.6-5.6) from 2005 to 2015, rising to 55.8 million (54.9 million to 56.6 million) in 2015, but age-standardised death rates fell by 17.0% (15.8-18.1) during this time, underscoring changes in population growth and shifts in global age structures. The result was similar for non-communicable diseases (NCDs), with total deaths from these causes increasing by 14.1% (12.6-16.0) to 39.8 million (39.2 million to 40.5 million) in 2015, whereas age-standardised rates decreased by 13.1% (11.9-14.3). Globally, this mortality pattern emerged for several NCDs, including several types of cancer, ischaemic heart disease, cirrhosis, and Alzheimer's disease and other dementias. By contrast, both total deaths and age-standardised death rates due to communicable, maternal, neonatal, and nutritional conditions significantly declined from 2005 to 2015, gains largely attributable to decreases in mortality rates due to HIV/AIDS (42.1%, 39.1-44.6), malaria (43.1%, 34.7-51.8), neonatal preterm birth complications (29.8%, 24.8-34.9), and maternal disorders (29.1%, 19.3-37.1). Progress was slower for several causes, such as lower respiratory infections and nutritional deficiencies, whereas deaths increased for others, including dengue and drug use disorders. Age-standardised death rates due to injuries significantly declined from 2005 to 2015, yet interpersonal violence and war claimed increasingly more lives in some regions, particularly in the Middle East. In 2015, rotaviral enteritis (rotavirus) was the leading cause of under-5 deaths due to diarrhoea (146 000 deaths, 118 000-183 000) and pneumococcal pneumonia was the leading cause of under-5 deaths due to lower respiratory infections (393 000 deaths, 228 000-532 000), although pathogen-specific mortality varied by region. Globally, the effects of population growth, ageing, and changes in age-standardised death rates substantially differed by cause. Our analyses on the expected associations between cause-specific mortality and SDI show the regular shifts in cause of death composition and population age structure with rising SDI. Country patterns of premature mortality (measured as years of life lost [YLLs]) and how they differ from the level expected on the basis of SDI alone revealed distinct but highly heterogeneous patterns by region and country or territory. Ischaemic heart disease, stroke, and diabetes were among the leading causes of YLLs in most regions, but in many cases, intraregional results sharply diverged for ratios of observed and expected YLLs based on SDI. Communicable, maternal, neonatal, and nutritional diseases caused the most YLLs throughout sub-Saharan Africa, with observed YLLs far exceeding expected YLLs for countries in which malaria or HIV/AIDS remained the leading causes of early death. Interpretation At the global scale, age-specific mortality has steadily improved over the past 35 years; this pattern of general progress continued in the past decade. Progress has been faster in most countries than expected on the basis of development measured by the SDI. Against this background of progress, some countries have seen falls in life expectancy, and age-standardised death rates for some causes are increasing. Despite progress in reducing age-standardised death rates, population growth and ageing mean that the number of deaths from most non-communicable causes are increasing in most countries, putting increased demands on health systems. Copyright (C) The Author(s). Published by Elsevier Ltd.

Published
2016

22. Global, regional, national, and selected subnational levels of stillbirths, neonatal, infant, and under-5 mortality, 1980-2015 : a systematic analysis for the Global Burden of Disease Study 2015

Author

Vasiliki Stathopoulou, Kiran Thapa, Vesper Hichilombwe Chisumpa, Azeem Majeed, Hjalte Holm Andersen, Devasahayam J. Christopher, Alireza Mohammadi, John J. McGrath, Konstantin Kazanjan, Naohiro Yonemoto, Guoqing Hu, Yousef Khader, Suzanne Barker-Collo, Frida Namnyak Ngalesoni, Jennifer O Lam, Laetitia Huiart, Xiaofeng Liang, Amanuel Tesfay Gebremedhin, Lalit Dandona, Felix Masiye, Joseph R Fitchett, Derrick A Bennett, Rosana E. Norman, Theo Vos, Tuomo J. Meretoja, Rahman Shiri, Melvin Barrientos Marzan, Charles R. Newton, Kelly Cercy, Masoud Vaezghasemi, Elena Alvarez Martin, Christopher Troeger, Ismael R. Campos-Nonato, Amany H Refaat, Ruben Castro, Amiran Gamkrelidze, Michael R. Phillips, Samath D Dharmaratne, Reed J D Sorensen, Roderick J. Hay, Johan Ärnlöv, Ivo Rakovac, Alexandra Brazinova, Nancy Fullman, Sara Sheikhbahaei, Liliana G Ciobanu, Nader Jahanmehr, Yuming Guo, Luigi Naldi, Rana Jawad Asghar, Tsegaye Tewelde Gebrehiwot, Corine Karema, Biju Abraham, Rynaz H S Rabiee, Emerito Jose A. Faraon, Philimon Gona, Jonathan I. Silverberg, Alexandria Brown, Kovin Naidoo, Suleman Atique, Yun Jin Kim, Benn Sartorius, Hwashin Hyun Shin, George Mugambage Ruhago, Adugnaw Berhane, Tesfaye Tekle, Abdur Rahman Khan, Vipin Gupta, Nima Hafezi-Nejad, Héctor Gómez-Dantés, Jun She, Ted R. Miller, Tolesa Bekele, Yohannes Kinfu, Srinivas Murthy, Alaa Badawi, Mahfuzar Rahman, Raghib Ali, Robert G. Weintraub, Nicholas Steel, Khalid A Altirkawi, Muhammad Imran Nisar, Man Mohan Mehndiratta, Thomas N. Williams, Adrian Davis, Usha Ram, Nobuyuki Horita, Qingyang Xiao, Bishal Gyawali, Burcu Kucuk Bicer, Eun-Kee Park, Subas Neupane, Mohammad Tavakkoli, Lorenzo Monasta, Roman Topor-Madry, Marc-Alain Widdowson, James Leigh, Padukudru Anand Mahesh, Stephen M. Amrock, Stefan Ma, Virendra Singh, Amir Kasaeian, Mahdi Mahdavi, Shahrzad Bazargan-Hejazi, Kim Moesgaard Iburg, Vafa Rahimi-Movaghar, Julio Cesar Campuzano, Maria Dolores Sanchez-Niño, Jean B. Nachega, Hamid Asayesh, Pratik Pinal Doshi, Charles Shey Wiysonge, Peter J. Hotez, Ying Jiang, Girma Temam Shifa, Warren D. Lo, Francis Apolinary Mhimbira, Joan B. Soriano, Ritul Kamal, Young-Ho Khang, Isaac Akinkunmi Adedeji, Daniel C Casey, Adeladza Kofi Amegah, Demewoz Haile, Tomi Akinyemiju, Andrew L. Thorne-Lyman, Achala Upendra Jayatilleke, Rajeev Gupta, Rosario Cárdenas, Peter W. Gething, Ami R. Moore, Marie Ng, Maigeng Zhou, Ferrán Catalá-López, Anders Larsson, Ratilal Lalloo, Panniyammakal Jeemon, Bach Xuan Tran, Chigozie Jesse Uneke, Marina Shakh-Nazarova, Jamie Hancock, Yohannes Adama Melaku, Jasvinder A. Singh, Isabela M. Benseñor, Shafiu Mohammed, Rajiv Chowdhury, Hedyeh Ebrahimi, Yoshihiro Kokubo, Belinda K Lloyd, Samir Bhatt, Geoffrey Buckle, Tissa Wijeratne, Giuseppe Remuzzi, Robert W Aldridge, Luca Ronfani, Raj Kumar Verma, Jagdish Khubchandani, Irma Khonelidze, Ai Koyanagi, Teshome Gebre, Michael Kutz, Om Prakash Singh, Ana Maria Nogales Vasconcelos, Margaret Lind, Svetlana Popova, Hmwe H Kyu, Tom Achoki, Laith J. Abu-Raddad, Zacharie Tsala Dimbuene, Henock Yebyo, Mehdi Yaseri, Max Petzold, Sungho Won, Semaw Ferede Abera, Devina Nand, Rafael Tabarés-Seisdedos, Abdishakur M. Abdulle, Yingfeng Zheng, Soewarta Kosen, Aleksandra Barac, Mahboubeh Parsaeian, Yuichiro Yano, Charles D.A. Wolfe, Simon I. Hay, Luke D. Knibbs, Balem Demtsu Betsu, Solomon Abrha Damtew, Ileana Heredia-Pi, Boris Bikbov, Bemnet Amare Tedla, Daniel Kim, Ulrich O Mueller, Khurshid Alam, Andrew H. Kemp, Austin Carter, Chuanhua Yu, Ibrahim A Khalil, João Mário Pedro, Atsushi Goto, Arsène Kouablan Adou, Scott B. Patten, Nicola Low, Julio Cesar Montañez Hernandez, Heidi J. Larson, Worku Tefera, Sanjay Zodpey, Kalpana Balakrishnan, Hsing-Yi Chang, Jacqueline Castillo Rivas, Donal Bisanzio, Hilda L Harb, Meghan D. Mooney, John N Newton, Vasiliy Victorovich Vlassov, Marcella Montico, Mojde Mirarefin, Vinay Nangia, Edgar P. Simard, Ben Schöttker, Michael Brainin, Ziad A. Memish, Rafael Lozano, Damian G Hoy, Gebre Yitayih Abyu, Alexis J Handal, Saleem M Rana, Francesco Saverio Violante, Monika Sawhney, Eyal Oren, Iqbal R. F. Elyazar, Oluremi N Ajala, Christopher J L Murray, Chioma Ezinne Chibueze, Rupert R A Bourne, Euripide Frinel G Arthur Avokpaho, Andreas A Kudom, Hilton Lam, Aman Yesuf Endries, Farshad Pourmalek, Andre Pascal Kengne, Gholamreza Roshandel, Chandrashekhar T Sreeramareddy, Bolajoko O. Olusanya, Tommi Vasankari, Zahid A Butt, Alemseged Aregay Gebru, Samer Hamidi, Soraya Seedat, Xie Rachel Kulikoff, Maziar Moradi-Lakeh, Gelin Xu, Shireen Sindi, Ruoyan Tobe-Gai, Haidong Wang, Johanna M. Geleijnse, Rajesh Kumar Rai, Ryan M Barber, André Karch, Ione Jayce Ceola Schneider, Hebe N. Gouda, Sibhatu Biadgilign, Erika Ota, Kerrie E. Doyle, Olalekan A. Uthman, Jed D. Blore, Walid Ammar, Guohong Jiang, Carlos A Castañeda-Orjuela, Ibrahim Abubakar, Konstantinos Stroumpoulis, Megan Coggeshall, Charles N Mock, Ronan A Lyons, Jose Martinez-Raga, Thomas Fürst, Ambuj Roy, Mustafa Z. Younis, Harish Chander Gugnani, Mohammad Hifz Ur Rahman, Lidia Morawska, Noore Alam, Paul S. F. Yip, Grant Nguyen, Randah R. Hamadeh, Victor Aboyans, Miloje Savic, Ketevan Gambashidze, Graeme J. Hankey, David M. Pereira, Cho-il Kim, Peter A. Meaney, Haidong Kan, Sameer Vali Gopalani, Murugesan Raju, Saeid Shahraz, Ibrahim Abdelmageem Mohamed Ginawi, Kenji Shibuya, Raimundas Lunevicius, Sun Ha Jee, Prashant Singh, Atte Meretoja, Suzanne Polinder, Alex Reynolds, Joseph Mikesell, David O. Carpenter, Carla Sofia e Sa Farinha, Miguel Angel Alegretti, Nataliya Foigt, Naris Silpakit, Amare Deribew, Gessessew Bugssa Hailu, Mohammed Magdy Abd El Razek, Reza Assadi, Yichong Li, Georgina A. V. Murphy, Babak Eshrati, Rintaro Mori, Scott Weichenthal, Andre Keren, Van C. Lansingh, Kebede Deribe, Bulat Idrisov, François Alla, Maaya Kita, Ala'a Alkerwi, Maia Kereselidze, Yanping Wang, Rajesh Sharma, Florian Fischer, Foluke Adetola Ojelabi, Maya S Fraser, Kingsley N. Ukwaja, H. Dean Hosgood, Puja Rao, Deena Alasfoor, Muhammad Muhammad Saleh, Bryan L. Sykes, Juan Sanabria, Ronny Westerman, Julian David Pillay, Cassandra Szoeke, Umar Bacha, Edward J Mills, Manisha Dubey, Aliya Naheed, Al Artaman, Jiabin Shen, Michael Burch, Reza Malekzadeh, Hans W. Hoek, David C. Schwebel, Alireza Esteghamati, Seok Jun Yoon, Leilei Duan, Matthew M Coates, Arnav Agarwal, Soumya Swaminathan, Quyen Nguyen, Hye-Youn Park, Peter Nguhiu, Bereket Yakob, Patrick Liu, Elisabeth Barboza França, Tigist Assefa Bayou, Azmeraw T. Amare, Farshad Farzadfar, Tariku Jibat, Jost B. Jonas, Kaja Abbas, Thomas Truelsen, Maryam S. Farvid, Louisa Degenhardt, George A. Mensah, Till Bärnighausen, Ivy Shuie, Jee-Young Jasmine Choi, Amitava Banerjee, Zubair Kabir, Ingrid Wolfe, Patrick Martial Nkamedjie Pete, Preet K Dhillon, Kathryn H. Jacobsen, Sadaf G. Sepanlou, Gagandeep Kang, Aminu K. Bello, Bineyam Taye, Mohsen Naghavi, Chhabi Lal Ranabhat, Walter Mendoza, M. Patrice Lindsay, Sergey K Vladimirov, Tesfaye Setegn, Angel J Paternina Caicedo, Eric L. Ding, Narayanaswamy Venketasubramanian, Stephen S Lim, Barthelemy Kuate Defo, Alan D. Lopez, G Anil Kumar, João C. Fernandes, In-Hwan Oh, Rasmus Havmoeller, Amanuel Alemu Abajobir, Pengpeng Ye, Gabrielle deVeber, Espen Bjertness, Hao Zhang, Ali H. Mokdad, Yogeshwar Kalkonde, Peter Memiah, Rodrigo Sarmiento-Suarez, Konrad Pesudovs, Yong Zhao, Joseph Friedman, Abdullah Sulieman Terkawi, Hadi Danawi, André Faro, Kevin N. Sheth, Abera Kenay Tura, Sajjad Ur Rahman, Sergey Soshnikov, Ajit Kumar Yadav, Michelle L. Bell, Nelson Alvis-Guzman, Miia Kivipelto, Pieter de Jager, Yongmei Li, Giancarlo Logroscino, Sivadasanpillai Harikrishnan, Talha Farid, Zewdie Aderaw Alemu, Alemayehu Amberbir, Niveen M E Abu-Rmeileh, Beatriz Paulina Ayala Quintanilla, Parvaiz A Koul, Edson Serván-Mori, Anil Kaul, Cheng Huang, Kalkidan Hassen Abate, Hsiang Huang, Foad Abd-Allah, Marek Majdan, Sait Mentes Birlik, Jung-Chen Chang, Rahul Gupta, Luciano A. Sposato, Sergey Petrovich Ermakov, Ejaz Ahmad Khan, Yibeltal Tebekaw Bayou, Christian Lycke Ellingsen, Ole Frithjof Norheim, Zulfiqar A Bhutta, Hajo Zeeb, Norberto Perico, Jun Zhu, Bruno F. Sunguya, Parthasarathi Ganguly, Fisaha Haile Tesfay, Min-Jeong Shin, Ashish Awasthi, Felix Akpojene Ogbo, Alan J Thomson, Mostafa Qorbani, Ye Jin, Don C. Des Jarlais, Itamar S. Santos, Juanita A. Haagsma, Anwar Rafay, Jacob Olusegun Olusanya, José Neves, Gregory M Anderson, Amador Goodridge, Bolanle F Banigbe, David Rojas-Rueda, Pedro R. Olivares, Rakhi Dandona, Stefanos Tyrovolas, Peter Njenga Keiyoro, Stein Emil Vollset, Andrea Werdecker, Mohamed Hsairi, Chandrasekharan Nair Kesavachandran, Jeanne Françoise Kayibanda, Alemayehu B. Mekonnen, Addisu Shunu Beyene, Lela Sturua, Inga Dora Sigfusdottir, Amber Sligar, Maysaa El Sayed Zaki, Shiwei Liu, Melkamu Dedefo Gishu, Chantal Huynh, Lope H Barrero, Linhong Wang, Neeraj Bedi, Masood Ali Shaikh, Ricky Leung, Mehdi Javanbakht, Alemayehu Hailu, Kimani M Harun, Ubai Alsharif, Richard C. Franklin, Zoubida Zaidi, Hassan Magdy Abd El Razek, Masako Horino, Karzan Abdulmuhsin Mohammad, Diego Augusto Santos Silva, Marcello Tonelli, Juan Jesus Carrero, Cyrus Cooper, Rajaa Al-Raddadi, Juan Liang, Leslie Cornaby, Awoke Misganaw, Norito Kawakami, Carl Abelardo T. Antonio, Daniel J. Weiss, Abhishek Singh, Vivekanand Jha, Seyed-Mohammad Fereshtehnejad, Serge Resnikoff, Gizachew Assefa Tessema, Alem Mehari, Wagner Marcenes, Chabila C Mapoma, Ababi Zergaw Giref, Farhad Pishgar, Khassoum Diallo, Nicholas J K Breitborde, Emmanuel A. Ameh, Justin Beardsley, Ademola Lukman Adelekan, Joshua A. Salomon, Mamo Wubshet, Diego De Leo, Daniel Pope, Elisabete Weiderpass, Gregory A. Roth, Niranjan Kissoon, Kaire Innos, João Vasco Santos, Rajesh Sagar, Bradford D. Gessner, Akindele Olupelumi Adebiyi, John J Huang, Dharmesh Kumar Lal, Samantha M. Colquhoun, Eduardo Bernabé, Nadia Akseer, Maheswar Satpathy, Fotis Topouzis, Health Services Management & Organisation (HSMO), Public Health, Psychiatry, Neurology, Wang, Haidong, Bhutta, Zulfiqar A, Coates, Matthew M, Coggeshall, M, Ciobanu, Liliana G, Murray, Christopher JL, Coggeshall, Megan, Dandona, Lalit, Diallo, Khassoum, Franca, Elisabeth Barboza, Fraser, Maya, Fullman, Nancy, Gething, Peter W, Hay, Simon I, Kinfu, Yohanne, Kita, Maaya, Kulikoff, Xie Rachel, Larson, Heidi J, Liang, Juan, Liang, Xiaofeng, Lind, Margaret, Lopez, Alan D, Lozano, Rafael, Mensah, George A, Mikesell, Joseph B, Mokdad, Ali H, Mooney, Meghan D, Nguyen, Grant, Rakovac, Ivo, Salomon, Joshua A, Silpakit, Nari, Sligar, Amber, Sorensen, Reed J D, Vos, Theo, Zhu, Jun, Abajobir, Amanuel Alemu, Abate, Kalkidan Hassen, Abbas, Kaja M, Abd-Allah, Foad, Abdulle, Abdishakur M, Abera, Semaw Ferede, Aboyans, Victor, Abraham, Biju, Abubakar, Ibrahim, Abu-Raddad, Laith J, Abu-Rmeileh, Niveen M E, Abyu, Gebre Yitayih, Achoki, Tom, Adebiyi, Akindele Olupelumi, Adedeji, Isaac Akinkunmi, Adelekan, Ademola Lukman, Adou, Arsène Kouablan, Agarwal, Arnav, Ajala, Oluremi N, Akinyemiju, Tomi F, Akseer, Nadia, Alam, Khurshid, Alam, Noore K M, Alasfoor, Deena, Aldridge, Robert William, Alegretti, Miguel Angel, Alemu, Zewdie Aderaw, Ali, Raghib, Alkerwi, Ala'A, Alla, Françoi, Al-Raddadi, Rajaa, Alsharif, Ubai, Altirkawi, Khalid A, Martin, Elena Alvarez, Alvis-Guzman, Nelson, Amare, Azmeraw T, Amberbir, Alemayehu, Amegah, Adeladza Kofi, Ameh, Emmanuel A, Ammar, Walid, Amrock, Stephen Marc, Andersen, Hjalte H, Anderson, Gregory M, Antonio, Carl Abelardo T, Ärnlöv, Johan, Artaman, Al, Asayesh, Hamid, Asghar, Rana Jawad, Assadi, Reza, Atique, Suleman, Avokpaho, Euripide Frinel G Arthur, Awasthi, Ashish, Quintanilla, Beatriz Paulina Ayala, Bacha, Umar, Badawi, Alaa, Balakrishnan, Kalpana, Banerjee, Amitava, Banigbe, Bolanle F, Barac, Aleksandra, Barber, Ryan M, Barker-Collo, Suzanne L, Bärnighausen, Till, Barrero, Lope H, Bayou, Tigist Assefa, Bayou, Yibeltal Tebekaw, Bazargan-Hejazi, Shahrzad, Beardsley, Justin, Bedi, Neeraj, Bekele, Tolesa, Bell, Michelle L, Bello, Aminu K, Bennett, Derrick A, Bensenor, Isabela M, Berhane, Adugnaw, Bernabé, Eduardo, Betsu, Balem Demtsu, Bhatt, Samir, Biadgilign, Sibhatu, Bikbov, Bori, Birlik, Sait Mente, Bisanzio, Donal, Bjertness, Espen, Blore, Jed D, Bourne, Rupert R A, Brainin, Michael, Brazinova, Alexandra, Breitborde, Nicholas J K, Brown, Alexandria, Buckle, Geoffrey Colin, Burch, Michael, Butt, Zahid A, Campos-Nonato, Ismael Ricardo, Campuzano, Julio Cesar, Cárdenas, Rosario, Carpenter, David O, Carrero, Juan Jesu, Carter, Austin, Casey, Daniel C, Castañeda-Orjuela, Carlos A, Rivas, Jacqueline Castillo, Castro, Ruben Estanislao, Catalá-López, Ferrán, Cercy, Kelly, Chang, Hsing-Yi, Chang, Jung-Chen, Chibueze, Chioma Ezinne, Chisumpa, Vesper Hichilombwe, Choi, Jee-Young Jasmine, Chowdhury, Rajiv, Christopher, Devasahayam Jesuda, Colquhoun, Samantha M, Cooper, Cyru, Cornaby, Leslie, Damtew, Solomon Abrha, Danawi, Hadi, Dandona, Rakhi, das Neves, José, Davis, Adrian C, de Jager, Pieter, De Leo, Diego, Degenhardt, Louisa, Deribe, Kebede, Deribew, Amare, Jarlais, Don C De, Deveber, Gabrielle A, Dharmaratne, Samath D, Dhillon, Preet K, Ding, Eric L, Doshi, Pratik Pinal, Doyle, Kerrie E, Duan, Leilei, Dubey, Manisha, Ebrahimi, Hedyeh, Ellingsen, Christian Lycke, Elyazar, Iqbal, Endries, Aman Yesuf, Ermakov, Sergey Petrovich, Eshrati, Babak, Esteghamati, Alireza, Faraon, Emerito Jose Aquino, Farid, Talha A, Farinha, Carla Sofia e Sa, Faro, André, Farvid, Maryam S, Farzadfar, Farshad, Fereshtehnejad, Seyed-Mohammad, Fernandes, Joao C, Fischer, Florian, Fitchett, Joseph R A, Foigt, Nataliya, Franklin, Richard C, Friedman, Joseph, Fürst, Thoma, Gambashidze, Ketevan, Gamkrelidze, Amiran, Ganguly, Parthasarathi, Gebre, Teshome, Gebrehiwot, Tsegaye Tewelde, Gebremedhin, Amanuel Tesfay, Gebru, Alemseged Aregay, Geleijnse, Johanna M, Gessner, Bradford D, Ginawi, Ibrahim Abdelmageem Mohamed, Giref, Ababi Zergaw, Gishu, Melkamu Dedefo, Gomez-Dantes, Hector, Gona, Philimon, Goodridge, Amador, Gopalani, Sameer Vali, Goto, Atsushi, Gouda, Hebe N, Gugnani, Harish Chander, Guo, Yuming, Gupta, Rahul, Gupta, Rajeev, Gupta, Vipin, Gyawali, Bishal, Haagsma, Juanita A, Hafezi-Nejad, Nima, Haile, Demewoz, Hailu, Alemayehu Desalegne, Hailu, Gessessew Bugssa, Hamadeh, Randah Ribhi, Hancock, Jamie, Handal, Alexis J, Hankey, Graeme J, Harb, Hilda L, Harikrishnan, Sivadasanpillai, Harun, Kimani M, Havmoeller, Rasmu, Hay, Roderick J, Heredia-Pi, Ileana Beatriz, Hoek, Hans W, Horino, Masako, Horita, Nobuyuki, Hosgood, H Dean, Hotez, Peter J, Hoy, Damian G, Hsairi, Mohamed, Hu, Guoqing, Huang, Cheng, Huang, John J, Huang, Hsiang, Huiart, Laetitia, Iburg, Kim Moesgaard, Idrisov, Bulat T, Innos, Kaire, Jacobsen, Kathryn H, Jahanmehr, Nader, Javanbakht, Mehdi, Jayatilleke, Achala Upendra, Jee, Sun Ha, Jeemon, Panniyammakal, Jha, Vivekanand, Jiang, Guohong, Jiang, Ying, Jibat, Tariku, Jin, Ye, Jonas, Jost B, Kabir, Zubair, Kalkonde, Yogeshwar, Kamal, Ritul, Kan, Haidong, Kang, Gagandeep, Karch, André, Karema, Corine Kakizi, Kasaeian, Amir, Kaul, Anil, Kawakami, Norito, Kayibanda, Jeanne Françoise, Kazanjan, Konstantin, Keiyoro, Peter Njenga, Kemp, Andrew Haddon, Kengne, Andre Pascal, Keren, Andre, Kereselidze, Maia, Kesavachandran, Chandrasekharan Nair, Khader, Yousef Saleh, Khalil, Ibrahim A, Khan, Abdur Rahman, Khan, Ejaz Ahmad, Khang, Young-Ho, Khonelidze, Irma, Khubchandani, Jagdish, Kim, Cho-il, Kim, Daniel, Kim, Yun Jin, Kissoon, Niranjan, Kivipelto, Miia, Knibbs, Luke D, Kokubo, Yoshihiro, Kosen, Soewarta, Koul, Parvaiz A, Koyanagi, Ai, Defo, Barthelemy Kuate, Bicer, Burcu Kucuk, Kudom, Andreas A, Kumar, G Anil, Kyu, Hmwe H, Lal, Dharmesh Kumar, Lalloo, Ratilal, Lam, Hilton, Lam, Jennifer O, Lansingh, Van C, Larsson, Ander, Leigh, Jame, Leung, Ricky, Li, Yichong, Li, Yongmei, Lindsay, M Patrice, Liu, Patrick Y, Liu, Shiwei, Lloyd, Belinda K, Lo, Warren D, Logroscino, Giancarlo, Low, Nicola, Lunevicius, Raimunda, Lyons, Ronan A, Ma, Stefan, Razek, Hassan Magdy Abd El, Razek, Mohammed Magdy Abd El, Mahdavi, Mahdi, Majdan, Marek, Majeed, Azeem, Malekzadeh, Reza, Mapoma, Chabila C, Marcenes, Wagner, Martinez-Raga, Jose, Marzan, Melvin Barriento, Masiye, Felix, Mcgrath, John J, Meaney, Peter A, Mehari, Alem, Mehndiratta, Man Mohan, Mekonnen, Alemayehu B, Melaku, Yohannes Adama, Memiah, Peter, Memish, Ziad A, Mendoza, Walter, Meretoja, Atte, Meretoja, Tuomo J, Mhimbira, Francis Apolinary, Miller, Ted R, Mills, Edward J, Mirarefin, Mojde, Misganaw, Awoke, Mock, Charles N, Mohammad, Karzan Abdulmuhsin, Mohammadi, Alireza, Mohammed, Shafiu, Monasta, Lorenzo, Hernandez, Julio Cesar Montañez, Montico, Marcella, Moore, Ami R, Moradi-Lakeh, Maziar, Morawska, Lidia, Mori, Rintaro, Mueller, Ulrich O, Murphy, Georgina A V, Murthy, Sriniva, Nachega, Jean B, Naheed, Aliya, Naidoo, Kovin S, Naldi, Luigi, Nand, Devina, Nangia, Vinay, Neupane, Suba, Newton, Charles R, Newton, John N, Ng, Marie, Ngalesoni, Frida Namnyak, Nguhiu, Peter, Nguyen, Quyen Le, Nisar, Muhammad Imran, Pete, Patrick Martial Nkamedjie, Norheim, Ole F, Norman, Rosana E, Ogbo, Felix Akpojene, Oh, In-Hwan, Ojelabi, Foluke Adetola, Olivares, Pedro R, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Oren, Eyal, Ota, Erika, Pa, Mahesh, Park, Eun-Kee, Park, Hye-Youn, Parsaeian, Mahboubeh, Caicedo, Angel J Paternina, Patten, Scott B, Pedro, João Mário, Pereira, David M, Perico, Norberto, Pesudovs, Konrad, Petzold, Max, Phillips, Michael Robert, Pillay, Julian David, Pishgar, Farhad, Polinder, Suzanne, Pope, Daniel, Popova, Svetlana, Pourmalek, Farshad, Qorbani, Mostafa, Rabiee, Rynaz H S, Rafay, Anwar, Rahimi-Movaghar, Vafa, Rahman, Mahfuzar, Rahman, Mohammad Hifz Ur, Rahman, Sajjad Ur, Rai, Rajesh Kumar, Raju, Murugesan, Ram, Usha, Rana, Saleem M, Ranabhat, Chhabi Lal, Rao, Puja, Refaat, Amany H, Remuzzi, Giuseppe, Resnikoff, Serge, Reynolds, Alex, Rojas-Rueda, David, Ronfani, Luca, Roshandel, Gholamreza, Roth, Gregory A, Roy, Ambuj, Ruhago, George Mugambage, Sagar, Rajesh, Saleh, Muhammad Muhammad, Sanabria, Juan R, Sanchez-Niño, Maria Dolore, Santos, Itamar S, Santos, João Vasco, Sarmiento-Suarez, Rodrigo, Sartorius, Benn, Satpathy, Maheswar, Savic, Miloje, Sawhney, Monika, Schneider, Ione J C, Schöttker, Ben, Schwebel, David C, Seedat, Soraya, Sepanlou, Sadaf G, Servan-Mori, Edson E, Setegn, Tesfaye, Shahraz, Saeid, Shaikh, Masood Ali, Shakh-Nazarova, Marina, Sharma, Rajesh, She, Jun, Sheikhbahaei, Sara, Shen, Jiabin, Sheth, Kevin N, Shibuya, Kenji, Shin, Hwashin Hyun, Shin, Min-Jeong, Shiri, Rahman, Shuie, Ivy, Sigfusdottir, Inga Dora, Silva, Diego Augusto Santo, Silverberg, Jonathan, Simard, Edgar P, Sindi, Shireen, Singh, Abhishek, Singh, Jasvinder A, Singh, Om Prakash, Singh, Prashant Kumar, Singh, Virendra, Soriano, Joan B, Soshnikov, Sergey, Sposato, Luciano A, Sreeramareddy, Chandrashekhar T, Stathopoulou, Vasiliki, Steel, Nichola, Stroumpoulis, Konstantino, Sturua, Lela, Sunguya, Bruno F, Swaminathan, Soumya, Sykes, Bryan L, Szoeke, Cassandra E I, Tabarés-Seisdedos, Rafael, Tavakkoli, Mohammad, Taye, Bineyam, Tedla, Bemnet Amare, Tefera, Worku Mekonnen, Tekle, Tesfaye, Shifa, Girma Temam, Terkawi, Abdullah Sulieman, Tesfay, Fisaha Haile, Tessema, Gizachew Assefa, Thapa, Kiran, Thomson, Alan J, Thorne-Lyman, Andrew L, Tobe-Gai, Ruoyan, Tonelli, Marcello, Topor-Madry, Roman, Topouzis, Foti, Tran, Bach Xuan, Troeger, Christopher, Truelsen, Thoma, Dimbuene, Zacharie Tsala, Tura, Abera Kenay, Tyrovolas, Stefano, Ukwaja, Kingsley N, Uneke, Chigozie Jesse, Uthman, Olalekan A, Vaezghasemi, Masoud, Vasankari, Tommi, Vasconcelos, Ana Maria Nogale, Venketasubramanian, Narayanaswamy, Verma, Raj Kumar, Violante, Francesco S, Vladimirov, Sergey K, Vlassov, Vasiliy Victorovich, Vollset, Stein Emil, Wang, Linhong, Wang, Yanping, Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G, Weiss, Daniel J, Werdecker, Andrea, Westerman, Ronny, Widdowson, Marc-Alain, Wijeratne, Tissa, Williams, Thomas Neil, Wiysonge, Charles Shey, Wolfe, Charles D A, Wolfe, Ingrid, Won, Sungho, Wubshet, Mamo, Xiao, Qingyang, Xu, Gelin, Yadav, Ajit Kumar, Yakob, Bereket, Yano, Yuichiro, Yaseri, Mehdi, Ye, Pengpeng, Yebyo, Henock Gebremedhin, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Younis, Mustafa Z, Yu, Chuanhua, Zaidi, Zoubida, Zaki, Maysaa El Sayed, Zeeb, Hajo, Zhang, Hao, Zhao, Yong, Zheng, Yingfeng, Zhou, Maigeng, Zodpey, Sanjay, and Murray, Christopher J L

Subjects
Pediatrics, Nutrition and Disease, Global Health, Communicable Disease, 0302 clinical medicine, Voeding en Ziekte, Infant Mortality, Compensation law of mortality, Global health, Medicine, LIFE EXPECTANCY, 030212 general & internal medicine, DEVELOPING-COUNTRIES, 10. No inequality, Medicine(all), NEWBORN BABIES, Medicine (all), Mortality rate, 1. No poverty, DEATH, Public Health, Global Health, Social Medicine and Epidemiology, General Medicine, 11 Medical And Health Sciences, Stillbirth, 3. Good health, Child Mortality, SURVIVAL, CHILD-MORTALITY, HEALTH, Life Sciences & Biomedicine, DEVELOPMENT GOAL 4, Human, INTERVENTIONS, medicine.medical_specialty, RJ, INTEGRATED APPROACH, Developing country, Communicable Diseases, neonatal, 03 medical and health sciences, Medicine, General & Internal, 030225 pediatrics, General & Internal Medicine, Life Science, Humans, Global Burden of Disease Study, VLAG, Estimation, Science & Technology, business.industry, Klinisk medicin, Infant, GBD 2015 Child Mortality Collaborators, Infant mortality, Malaria, Child mortality, Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi, Life expectancy, Clinical Medicine, RG, business, Demography
Abstract

BACKGROUND: Established in 2000, Millennium Development Goal 4 (MDG4) catalysed extraordinary political, financial, and social commitments to reduce under-5 mortality by two-thirds between 1990 and 2015. At the country level, the pace of progress in improving child survival has varied markedly, highlighting a crucial need to further examine potential drivers of accelerated or slowed decreases in child mortality. The Global Burden of Disease 2015 Study (GBD 2015) provides an analytical framework to comprehensively assess these trends for under-5 mortality, age-specific and cause-specific mortality among children under 5 years, and stillbirths by geography over time. METHODS: Drawing from analytical approaches developed and refined in previous iterations of the GBD study, we generated updated estimates of child mortality by age group (neonatal, post-neonatal, ages 1-4 years, and under 5) for 195 countries and territories and selected subnational geographies, from 1980-2015. We also estimated numbers and rates of stillbirths for these geographies and years. Gaussian process regression with data source adjustments for sampling and non-sampling bias was applied to synthesise input data for under-5 mortality for each geography. Age-specific mortality estimates were generated through a two-stage age-sex splitting process, and stillbirth estimates were produced with a mixed-effects model, which accounted for variable stillbirth definitions and data source-specific biases. For GBD 2015, we did a series of novel analyses to systematically quantify the drivers of trends in child mortality across geographies. First, we assessed observed and expected levels and annualised rates of decrease for under-5 mortality and stillbirths as they related to the Soci-demographic Index (SDI). Second, we examined the ratio of recorded and expected levels of child mortality, on the basis of SDI, across geographies, as well as differences in recorded and expected annualised rates of change for under-5 mortality. Third, we analysed levels and cause compositions of under-5 mortality, across time and geographies, as they related to rising SDI. Finally, we decomposed the changes in under-5 mortality to changes in SDI at the global level, as well as changes in leading causes of under-5 deaths for countries and territories. We documented each step of the GBD 2015 child mortality estimation process, as well as data sources, in accordance with the Guidelines for Accurate and Transparent Health Estimates Reporting (GATHER). FINDINGS: Globally, 5·8 million (95% uncertainty interval [UI] 5·7-6·0) children younger than 5 years died in 2015, representing a 52·0% (95% UI 50·7-53·3) decrease in the number of under-5 deaths since 1990. Neonatal deaths and stillbirths fell at a slower pace since 1990, decreasing by 42·4% (41·3-43·6) to 2·6 million (2·6-2·7) neonatal deaths and 47·0% (35·1-57·0) to 2·1 million (1·8-2·5) stillbirths in 2015. Between 1990 and 2015, global under-5 mortality decreased at an annualised rate of decrease of 3·0% (2·6-3·3), falling short of the 4·4% annualised rate of decrease required to achieve MDG4. During this time, 58 countries met or exceeded the pace of progress required to meet MDG4. Between 2000, the year MDG4 was formally enacted, and 2015, 28 additional countries that did not achieve the 4·4% rate of decrease from 1990 met the MDG4 pace of decrease. However, absolute levels of under-5 mortality remained high in many countries, with 11 countries still recording rates exceeding 100 per 1000 livebirths in 2015. Marked decreases in under-5 deaths due to a number of communicable diseases, including lower respiratory infections, diarrhoeal diseases, measles, and malaria, accounted for much of the progress in lowering overall under-5 mortality in low-income countries. Compared with gains achieved for infectious diseases and nutritional deficiencies, the persisting toll of neonatal conditions and congenital anomalies on child survival became evident, especially in low-income and low-middle-income countries. We found sizeable heterogeneities in comparing observed and expected rates of under-5 mortality, as well as differences in observed and expected rates of change for under-5 mortality. At the global level, we recorded a divergence in observed and expected levels of under-5 mortality starting in 2000, with the observed trend falling much faster than what was expected based on SDI through 2015. Between 2000 and 2015, the world recorded 10·3 million fewer under-5 deaths than expected on the basis of improving SDI alone. INTERPRETATION: Gains in child survival have been large, widespread, and in many places in the world, faster than what was anticipated based on improving levels of development. Yet some countries, particularly in sub-Saharan Africa, still had high rates of under-5 mortality in 2015. Unless these countries are able to accelerate reductions in child deaths at an extraordinary pace, their achievement of proposed SDG targets is unlikely. Improving the evidence base on drivers that might hasten the pace of progress for child survival, ranging from cost-effective intervention packages to innovative financing mechanisms, is vital to charting the pathways for ultimately ending preventable child deaths by 2030. FUNDING: Bill & Melinda Gates Foundation. Erratum: Department of Error, The Lancet,Volume 389, Issue 10064, 2017, Page e1. DOI: 10.1016/S0140-6736(16)32608-3

Published
2016
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23. Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013

Author

Vos, T, Barber, Rm, Bell, B, Bertozzi Villa, A, Biryukov, S, Bolliger, I, Charlson, F, Davis, A, Degenhardt, L, Dicker, D, Duan, L, Erskine, H, Feigin, Vl, Ferrari, Aj, Fitzmaurice, C, Fleming, T, Graetz, N, Guinovart, C, Haagsma, J, Hansen, Gm, Hanson, Sw, Heuton, Kr, Higashi, H, Kassebaum, N, Kyu, H, Laurie, E, Liang, X, Lofgren, K, Lozano, R, Macintyre, Mf, Moradi Lakeh, M, Naghavi, M, Nguyen, G, Odell, S, Ortblad, K, Roberts, Da, Roth, Ga, Sandar, L, Serina, Pt, Stanaway, Jd, Steiner, C, Thomas, B, Vollset, Se, Whiteford, H, Wolock, Tm, Ye, P, Zhou, M, Ãvila, Ma, Aasvang, Gm, Abbafati, C, Abbasoglu, Ozgoren, A, Abd Allah, F, Abdel, Aziz, Abera, Sf, Aboyans, V, Abraham, Jp, Abraham, B, Abubakar, I, Abu Raddad, Lj, Abu Rmeileh, Nm, Aburto, Tc, Achoki, T, Ackerman, In, Adelekan, A, Ademi, Z, Adou, Ak, Adsuar, Jc, Arnlov, J, Agardh, Ee, Khabouri, Al, Alam, Ss, Alasfoor, D, Albittar, Mi, Alegretti, Ma, Aleman, Av, Alemu, Za, Alfonso Cristancho, R, Alhabib, S, Ali, R, Alla, F, Allebeck, P, Allen, Pj, Almazroa, Ma, Alsharif, U, Alvarez, E, Alvis, Guzman, Ameli, N, O, Amini, H, Ammar, W, Anderson, Bo, Anderson, Hr, Antonio, Ca, Anwari, P, Apfel, H, Arsenijevic, Vs, Artaman, A, Asghar, Rj, Assadi, R, Atkins, Ls, Atkinson, C, Badawi, A, Bahit, Mc, Bakfalouni, T, Balakrishnan, K, Balalla, S, Banerjee, A, Barker Collo, Sl, Barquera, S, Barregard, L, Barrero, Lh, Basu, S, Basu, A, Baxter, A, Beardsley, J, Bedi, N, Beghi, E, Bekele, T, Bell, Ml, Benjet, C, Bennett, Da, Bensenor, Im, Benzian, H, Bernabe, E, Beyene, Tj, Bhala, N, Bhalla, A, Bhutta, Z, Bienhoff, K, Bikbov, B, Bin, Abdulhak, Blore, Jd, Blyth, Fm, Bohensky, Ma, Bora, Basara, B, Borges, G, Bornstein, Nm, Bose, D, Boufous, S, Bourne, Rr, Boyers, Ln, Brainin, M, Brauer, M, Brayne, Ce, Brazinova, A, Breitborde, Nj, Brenner, H, Briggs, Ad, Brooks, Pm, Brown, J, Brugha, Ts, Buchbinder, R, Buckle, Gc, Bukhman, G, Bulloch, Ag, Burch, M, Burnett, R, Cardenas, R, Cabral, Nl, Campos, Nonato, Campuzano, Ir, Carapetis, Jc, Carpenter, Do, Caso, V, Castaneda Orjuela, Ca, Catala Lopez, F, Chadha, Vk, Chang, Jc, Chen, H, Chen, W, Chiang, Pp, Chimed Ochir, O, Chowdhury, R, Christensen, H, Christophi, Ca, Chugh, Ss, Cirillo, Massimo, Coggeshall, M, Cohen, A, Colistro, V, Colquhoun, Sm, Contreras, Ag, Cooper, Lt, Cooper, C, Cooperrider, K, Coresh, J, Cortinovis, M, Criqui, Mh, Crump, Ja, Cuevas Nasu, L, Dandona, R, Dandona, L, Dansereau, E, Dantes, Hg, Dargan, Pi, Davey, G, Davitoiu, Dv, Dayama, A, La, De, Cruz, Gongora, De, V, Vega, La, De, Sf, Leo, D, Del, Pozo, Cruz, Dellavalle, Rp, Deribe, K, Derrett, S, Des, Jarlais, Dessalegn, M, Deveber, Ga, Dharmaratne, Sd, Diaz Torne, C, Ding, El, Dokova, K, Dorsey, Er, Driscoll, Tr, Duber, H, Durrani, Am, Edmond, Km, Ellenbogen, Rg, Endres, M, Ermakov, Sp, Eshrati, B, Esteghamati, A, Estep, K, Fahimi, S, Farzadfar, F, Fay, Df, Felson, Dt, Fereshtehnejad, Sm, Fernandes, Jg, Ferri, Cp, Flaxman, A, Foigt, N, Foreman, Kj, Fowkes, Fg, Franklin, Rc, Furst, T, Futran, Nd, Gabbe, Bj, Gankpe, Fg, Garcia, Guerra, Geleijnse, Fa, Gessner, Bd, Gibney, Kb, Gillum, Rf, Ginawi, Ia, Giroud, M, Giussani, G, Goenka, S, Goginashvili, K, Gona, P, Gonzalez, De, Cosio, T, Gosselin, Ra, Gotay, Cc, Goto, A, Gouda, Hn, Guerrant, Rl, Gugnani, Hc, Gunnell, D, Gupta, R, Gutierrez, Ra, Hafezi Nejad, N, Hagan, H, Halasa, Y, Hamadeh, Rr, Hamavid, H, Hammami, M, Hankey, Gj, Hao, Y, Harb, Hl, Haro, Jm, Havmoeller, R, Hay, Rj, Hay, S, Hedayati, Mt, Heredia, Pi, Heydarpour, P, Hijar, M, Hoek, Hw, Hoffman, Hj, Hornberger, Jc, Hosgood, Hd, Hossain, M, Hotez, Pj, Hoy, Dg, Hsairi, M, Hu, H, Hu, G, Huang, Jj, Huang, C, Huiart, L, Husseini, A, Iannarone, M, Iburg, Km, Innos, K, Inoue, M, Jacobsen, Kh, Jassal, Sk, Jeemon, P, Jensen, Pn, Jha, V, Jiang, G, Jiang, Y, Jonas, Jb, Joseph, J, Juel, K, Kan, H, Karch, A, Karimkhani, C, Karthikeyan, G, Katz, R, Kaul, A, Kawakami, N, Kazi, Ds, Kemp, Ah, Kengne, Ap, Khader, Ys, Khalifa, Se, Khan, Ea, Khan, G, Khang, Yh, Khonelidze, I, Kieling, C, Kim, D, Kim, S, Kimokoti, Rw, Kinfu, Y, Kinge, Jm, Kissela, Bm, Kivipelto, M, Knibbs, L, Knudsen, Ak, Kokubo, Y, Kosen, S, Kramer, A, Kravchenko, M, Krishnamurthi, Rv, Krishnaswami, S, Kuate, Defo, Kucuk, B, Bicer, B, Kuipers, Ej, Kulkarni, Vs, Kumar, K, Kumar, Ga, Kwan, Gf, Lai, T, Lalloo, R, Lam, H, Lan, Q, Lansingh, Vc, Larson, H, Larsson, A, Lawrynowicz, Ae, Leasher, Jl, Lee, Jt, Leigh, J, Leung, R, Levi, M, Li, B, Li, Y, Liang, J, Lim, S, Lin, Hh, Lind, M, Lindsay, Mp, Lipshultz, Se, Liu, S, Lloyd, Bk, Lockett, Ohno, S, Logroscino, G, Looker, Kj, Lopez, Ad, Lopez Olmedo, N, Lortet Tieulent, J, Lotufo, Pa, Low, N, Lucas, Rm, Lunevicius, R, Lyons, Ra, Ma, J, Ma, S, Mackay, Mt, Majdan, M, Malekzadeh, R, Mapoma, Cc, Marcenes, W, March, Lm, Margono, C, Marks, Gb, Marzan, Mb, Masci, Jr, Mason Jones, Aj, Matzopoulos, Rg, Mayosi, Bm, Mazorodze, Tt, Mcgill, Nw, Mcgrath, Jj, Mckee, M, Mclain, A, Mcmahon, Bj, Meaney, Pa, Mehndiratta, Mm, Mejia Rodriguez, F, Mekonnen, W, Melaku, Ya, Meltzer, M, Memish, Za, Mensah, G, Meretoja, A, Mhimbira, Fa, Micha, R, Miller, Tr, Mills, Ej, Mitchell, Pb, Mock, Cn, Moffitt, Te, Mohamed, Ibrahim, N, Mohammad, Ka, Mokdad, Ah, Mola, Gl, Monasta, L, Montico, M, Montine, Tj, Moore, Ar, Moran, Ae, Morawska, L, Mori, R, Moschandreas, J, Moturi, Wn, Moyer, M, Mozaffarian, D, Mueller, Uo, Mukaigawara, M, Murdoch, Me, Murray, J, Murthy, Ks, Naghavi, P, Nahas, Z, Naheed, A, Naidoo, Ks, Naldi, L, Nand, D, Nangia, V, Narayan, Km, Nash, D, Nejjari, C, Neupane, Sp, Newman, Lm, Newton, Cr, Ng, M, Ngalesoni, Fn, Nhung, Nt, Nisar, Mi, Nolte, S, Norheim, Of, Norman, Re, Norrving, B, Nyakarahuka, L, Ih, Oh, Ohkubo, T, Omer, Sb, Opio, Jn, Ortiz, A, Pandian, Jd, Panelo, Ci, Papachristou, C, Park, Ek, Parry, Cd, Caicedo, Aj, Patten, Sb, Paul, Vk, Pavlin, Bi, Pearce, N, Pedraza, Ls, Pellegrini, Ca, Pereira, Dm, Perez Ruiz, Fp, Perico, N, Pervaiz, A, Pesudovs, K, Peterson, Cb, Petzold, M, Phillips, Mr, Phillips, D, Phillips, B, Piel, Fb, Plass, D, Poenaru, D, Polanczyk, Gv, Polinder, S, Pope, Ca, Popova, S, Poulton, Rg, Pourmalek, F, Prabhakaran, D, Prasad, Nm, Qato, D, Quistberg, Da, Rafay, A, Rahimi, K, Rahimi Movaghar, V, Rahman, Su, Raju, M, Rakovac, I, Rana, Sm, Razavi, H, Refaat, A, Rehm, J, Remuzzi, G, Resnikoff, S, Ribeiro, Al, Riccio, Pm, Richardson, L, Richardus, Jh, Riederer, Am, Robinson, M, Roca, A, Rodriguez, A, Rojas Rueda, D, Ronfani, L, Rothenbacher, D, Roy, N, Ruhago, Gm, Sabin, N, Sacco, Rl, Ksoreide, K, Saha, S, Sahathevan, R, Sahraian, Ma, Sampson, U, Sanabria, Jr, Sanchez Riera, L, Santos, Is, Satpathy, M, Saunders, Je, Sawhney, M, Saylan, Mi, Scarborough, P, Schoettker, B, Schneider, Ij, Schwebel, Dc, Scott, Jg, Seedat, S, Sepanlou, Sg, Serdar, B, Servan Mori, Ee, Shackelford, K, Shaheen, A, Shahraz, S, Shamah, Levy, T, Shangguan, S, She, J, Sheikhbahaei, S, Shepard, Ds, Shi, P, Shibuya, K, Shinohara, Y, Shiri, R, Shishani, K, Shiue, I, Shrime, Mg, Sigfusdottir, Id, Silberberg, Dh, Simard, Ep, Sindi, S, Singh, Ja, Singh, L, Skirbekk, V, Sliwa, K, Soljak, M, Soneji, S, Soshnikov, Ss, Speyer, P, Sposato, La, Sreeramareddy, Ct, Stoeckl, H, Stathopoulou, Vk, Steckling, N, Stein, Mb, Stein, Dj, Steiner, Tj, Stewart, A, Stork, E, Stovner, Lj, Stroumpoulis, K, Sturua, L, Sunguya, Bf, Swaroop, M, Sykes, Bl, Tabb, Km, Takahashi, K, Tan, F, Tandon, N, Tanne, D, Tanner, M, Tavakkoli, M, Taylor, Hr, Ao, Te, Temesgen, Am, Ten, Have, M, Tenkorang, Ey, Terkawi, As, Theadom, Am, Thomas, E, Thorne Lyman, Al, Thrift, Ag, Tleyjeh, Im, Tonelli, M, Topouzis, F, Towbin, Ja, Toyoshima, H, Traebert, J, Tran, Bx, Trasande, L, Trillini, M, Truelsen, T, Trujillo, U, Tsilimbaris, M, Tuzcu, Em, Ukwaja, Kn, Undurraga, Ea, Uzun, Sb, Van, Brakel, Van, Wh, Vijver, De, Van, S, Dingenen, R, Van, Gool, Varakin, Yy, Vasankari, Tj, Vavilala, Ms, Veerman, Lj, Velasquez, Melendez, G, Venketasubramanian, N, Vijayakumar, L, Villalpando, S, Violante, Fs, Vlassov, Vv, Waller, S, Wallin, Mt, Wan, X, Wang, L, Wang, J, Wang, Y, Warouw, Ts, Weichenthal, S, Weiderpass, E, Weintraub, Rg, Werdecker, A, Wessells, Kr, Westerman, R, Wilkinson, Jd, Williams, Hc, Williams, Tn, Woldeyohannes, Sm, Wolfe, Cd, Wong, Jq, Wong, H, Woolf, Ad, Wright, Jl, Wurtz, B, Xu, G, Yang, G, Yano, Y, Yenesew, Ma, Yentur, Gk, Yip, P, Yonemoto, N, Yoon, Sj, Younis, M, Yu, C, Kim, Ky, Zaki, Mel, Zhang, Y, Zhao, Z, Zhao, Y, Zhu, J, Zonies, D, Zunt, Jr, Salomon, Ja, Murray, C. J., Vos, T, Barber, Rm, Bell, B, Bertozzi-Villa, A, Biryukov, S, Bolliger, I, Charlson, F, Davis, A, Degenhardt, L, Dicker, D, Duan, L, Erskine, H, Feigin, Vl, Ferrari, Aj, Fitzmaurice, C, Fleming, T, Graetz, N, Guinovart, C, Haagsma, J, Hansen, Gm, Hanson, Sw, Heuton, Kr, Higashi, H, Kassebaum, N, Kyu, H, Laurie ELiang, X, Lofgren, K, Lozano, R, Macintyre, Mf, Moradi-Lakeh, M, Naghavi, M, Nguyen, G, Odell, S, Ortblad, K, Roberts, Da, Roth, Ga, Sandar, L, Serina, Pt, Stanaway, Jd, Steiner, C, Thomas, B, Vollset, Se, Whiteford, H, Wolock, Tm, Ye, P, Zhou, M, Ãvila, Ma, Aasvang, Gm, Abbafati, C, Abbasoglu Ozgoren, A, Abd-Allah, F, Abdel Aziz MI, Abera, Sf, Aboyans, V, Abraham, Jp, Abraham, B, Abubakar, I, Abu-Raddad, Lj, Abu-Rmeileh, Nm, Aburto, Tc, Achoki TAckerman IN, Adelekan, A, Ademi, Z, Adou, Ak, Adsuar, Jc, Arnlov, J, Agardh, Ee, Al Khabouri MJ, Alam, S, Alasfoor, D, Albittar, Mi, Alegretti MAAleman AV, Alemu, Za, Alfonso-Cristancho, R, Alhabib, S, Ali, R, Alla, F, Allebeck, P, Allen, Pj, Almazroa, Ma, Alsharif, U, Alvarez, E, Alvis-Guzman NAmeli, O, Amini, H, Ammar, W, Anderson, Bo, Anderson, Hr, Antonio, Ca, Anwari, P, Apfel, H, Arsenijevic, V, Artaman, A, Asghar, Rj, Assadi, R, Atkins, L, Atkinson, C, Badawi, A, Bahit, Mc, Bakfalouni, T, Balakrishnan, K, Balalla, S, Banerjee, A, Barker-Collo, Sl, Barquera, S, Barregard, L, Barrero LHBasu, S, Basu, A, Baxter, A, Beardsley, J, Bedi, N, Beghi, E, Bekele, T, Bell, Ml, Benjet, C, Bennett, Da, Bensenor, Im, Benzian, H, Bernabe, E, Beyene TJBhala, N, Bhalla, A, Bhutta, Z, Bienhoff, K, Bikbov, B, Bin Abdulhak, A, Blore, Jd, Blyth, Fm, Bohensky, Ma, Bora Basara, B, Borges, G, Bornstein, Nm, Bose, D, Boufous, S, Bourne, Rr, Boyers, Ln, Brainin, M, Brauer, M, Brayne, Ce, Brazinova, A, Breitborde, Nj, Brenner, H, Briggs, Ad, Brooks, Pm, Brown JBrugha TS, Buchbinder, R, Buckle, Gc, Bukhman, G, Bulloch, Ag, Burch, M, Burnett, R, Cardenas, R, Cabral, Nl, Campos Nonato IR, Campuzano JCCarapetis JR, Carpenter, Do, Caso, V, Castaneda-Orjuela, Ca, Catala-Lopez, F, Chadha, Vk, Chang, Jc, Chen, H, Chen, W, Chiang, Pp, Chimed-Ochir, O, Chowdhury, R, Christensen, H, Christophi, Ca, Chugh, S, Cirillo, M, Coggeshall, M, Cohen, A, Colistro, V, Colquhoun, Sm, Contreras, Ag, Cooper LTCooper, C, Cooperrider, K, Coresh, J, Cortinovis, M, Criqui, Mh, Crump, Ja, Cuevas-Nasu, L, Dandona, R, Dandona, L, Dansereau, E, Dantes, Hg, Dargan, Pi, Davey, G, Davitoiu, Dv, Dayama, A, De la Cruz-Gongora, V, de la Vega SF, De Leo, D, del Pozo-Cruz, B, Dellavalle, Rp, Deribe, K, Derrett, S, Des Jarlais DC, Dessalegn, M, Deveber, Ga, Dharmaratne, Sd, Diaz-Torne, C, Ding, El, Dokova, K, Dorsey, Er, Driscoll, Tr, Duber, H, Durrani, Am, Edmond, Km, Ellenbogen, Rg, Endres, M, Ermakov, Sp, Eshrati, B, Esteghamati, A, Estep, K, Fahimi, S, Farzadfar, F, Fay, Df, Felson, Dt, Fereshtehnejad SMFernandes JG, Ferri, Cp, Flaxman, A, Foigt, N, Foreman, Kj, Fowkes, Fg, Franklin, Rc, Furst, T, Futran, Nd, Gabbe, Bj, Gankpe, Fg, Garcia-Guerra FAGeleijnse JM, Gessner, Bd, Gibney, Kb, Gillum, Rf, Ginawi, Ia, Giroud, M, Giussani, G, Goenka, S, Goginashvili, K, Gona, P, Gonzalez de Cosio TGosselin RA, Gotay, Cc, Goto, A, Gouda, Hn, Guerrant, Rl, Gugnani, Hc, Gunnell, D, Gupta, R, Gutierrez, Ra, Hafezi-Nejad, N, Hagan HHalasa, Y, Hamadeh, Rr, Hamavid, H, Hammami, M, Hankey, Gj, Hao, Y, Harb, Hl, Haro, Jm, Havmoeller, R, Hay, Rj, Hay, S, Hedayati, Mt, Heredia Pi IB, Heydarpour, P, Hijar, M, Hoek, Hw, Hoffman, Hj, Hornberger, Jc, Hosgood, Hd, Hossain, M, Hotez, Pj, Hoy, Dg, Hsairi, M, Hu, H, Hu, G, Huang JJHuang, C, Huiart, L, Husseini, A, Iannarone, M, Iburg, Km, Innos, K, Inoue, M, Jacobsen, Kh, Jassal, Sk, Jeemon, P, Jensen, Pn, Jha, V, Jiang, G, Jiang YJonas JB, Joseph, J, Juel, K, Kan, H, Karch, A, Karimkhani, C, Karthikeyan, G, Katz, R, Kaul, A, Kawakami, N, Kazi, D, Kemp, Ah, Kengne, Ap, Khader, Y, Khalifa, Se, Khan, Ea, Khan, G, Khang, Yh, Khonelidze, I, Kieling, C, Kim, D, Kim, S, Kimokoti, Rw, Kinfu, Y, Kinge, Jm, Kissela, Bm, Kivipelto MKnibbs, L, Knudsen, Ak, Kokubo, Y, Kosen, S, Kramer, A, Kravchenko, M, Krishnamurthi, Rv, Krishnaswami, S, Kuate Defo, B, Kucuk Bicer, B, Kuipers EJKulkarni VS, Kumar, K, Kumar, Ga, Kwan, Gf, Lai, T, Lalloo, R, Lam, H, Lan, Q, Lansingh, Vc, Larson, H, Larsson, A, Lawrynowicz, Ae, Leasher, Jl, Lee, Jt, Leigh, J, Leung, R, Levi, M, Li, B, Li, Y, Liang, J, Lim, S, Lin, Hh, Lind, M, Lindsay, Mp, Lipshultz, Se, Liu, S, Lloyd, Bk, Lockett Ohno, S, Logroscino, G, Looker, Kj, Lopez, Ad, Lopez-Olmedo, N, Lortet-Tieulent, J, Lotufo, Pa, Low, N, Lucas, Rm, Lunevicius, R, Lyons, Ra, Ma, J, Ma, S, Mackay MTMajdan, M, Malekzadeh, R, Mapoma, Cc, Marcenes, W, March, Lm, Margono, C, Marks, Gb, Marzan, Mb, Masci, Jr, Mason-Jones, Aj, Matzopoulos RGMayosi BM, Mazorodze, Tt, Mcgill, Nw, Mcgrath, Jj, Mckee, M, Mclain, A, Mcmahon, Bj, Meaney, Pa, Mehndiratta, Mm, Mejia-Rodriguez, F, Mekonnen, W, Melaku, Ya, Meltzer, M, Memish, Za, Mensah, G, Meretoja, A, Mhimbira, Fa, Micha, R, Miller, Tr, Mills, Ej, Mitchell, Pb, Mock, Cn, Moffitt TEMohamed Ibrahim, N, Mohammad, Ka, Mokdad, Ah, Mola, Gl, Monasta, L, Montico, M, Montine, Tj, Moore, Ar, Moran, Ae, Morawska, L, Mori RMoschandreas, J, Moturi, Wn, Moyer, M, Mozaffarian, D, Mueller, Uo, Mukaigawara, M, Murdoch, Me, Murray, J, Murthy, K, Naghavi, P, Nahas ZNaheed, A, Naidoo, K, Naldi, L, Nand, D, Nangia, V, Narayan, Km, Nash, D, Nejjari, C, Neupane, Sp, Newman, Lm, Newton, Cr, Ng, M, Ngalesoni FNNhung NT, Nisar, Mi, Nolte, S, Norheim, Of, Norman, Re, Norrving, B, Nyakarahuka, L, Oh, Ih, Ohkubo, T, Omer, Sb, Opio, Jn, Ortiz, A, Pandian JDPanelo CI, Papachristou, C, Park, Ek, Parry, Cd, Caicedo, Aj, Patten, Sb, Paul, Vk, Pavlin, Bi, Pearce, N, Pedraza, L, Pellegrini, Ca, Pereira, Dm, Perez-Ruiz, Fp, Perico, N, Pervaiz, A, Pesudovs, K, Peterson, Cb, Petzold, M, Phillips, Mr, Phillips, D, Phillips, B, Piel, Fb, Plass, D, Poenaru, D, Polanczyk GVPolinder, S, Pope, Ca, Popova, S, Poulton, Rg, Pourmalek, F, Prabhakaran, D, Prasad, Nm, Qato, D, Quistberg, Da, Rafay, A, Rahimi, K, Rahimi-Movaghar, V, Rahman, Su, Raju, M, Rakovac, I, Rana, Sm, Razavi, H, Refaat, A, Rehm, J, Remuzzi, G, Resnikoff, S, Ribeiro, Al, Riccio, Pm, Richardson, L, Richardus, Jh, Riederer, Am, Robinson, M, Roca, A, Rodriguez, A, Rojas-Rueda, D, Ronfani, L, Rothenbacher, D, Roy, N, Ruhago, Gm, Sabin, N, Sacco, Rl, Ksoreide, K, Saha, S, Sahathevan, R, Sahraian, Ma, Sampson, U, Sanabria, Jr, Sanchez-Riera, L, Santos, I, Satpathy, M, Saunders, Je, Sawhney, M, Saylan MIScarborough, P, Schoettker, B, Schneider, Ij, Schwebel, Dc, Scott, Jg, Seedat, S, Sepanlou, Sg, Serdar, B, Servan-Mori, Ee, Shackelford, K, Shaheen AShahraz, S, Shamah Levy, T, Shangguan, S, She, J, Sheikhbahaei, S, Shepard, D, Shi, P, Shibuya, K, Shinohara, Y, Shiri, R, Shishani, K, Shiue, I, Shrime, Mg, Sigfusdottir, Id, Silberberg, Dh, Simard, Ep, Sindi, S, Singh, Ja, Singh, L, Skirbekk, V, Sliwa, K, Soljak, M, Soneji, S, Soshnikov, S, Speyer PSposato LA, Sreeramareddy, Ct, Stoeckl, H, Stathopoulou, Vk, Steckling, N, Stein, Mb, Stein, Dj, Steiner, Tj, Stewart, A, Stork, E, Stovner LJStroumpoulis, K, Sturua, L, Sunguya, Bf, Swaroop, M, Sykes, Bl, Tabb, Km, Takahashi, K, Tan, F, Tandon, N, Tanne, D, Tanner, M, Tavakkoli, M, Taylor, Hr, Te Ao BJ, Temesgen, Am, Ten Have, M, Tenkorang, Ey, Terkawi, A, Theadom, Am, Thomas, E, Thorne-Lyman, Al, Thrift, Ag, Tleyjeh, Im, Tonelli, M, Topouzis, F, Towbin, Ja, Toyoshima, H, Traebert, J, Tran, Bx, Trasande, L, Trillini, M, Truelsen, T, Trujillo, U, Tsilimbaris, M, Tuzcu, Em, Ukwaja KNUndurraga EA, Uzun, Sb, van Brakel WH, van de Vijver, S, Van Dingenen, R, van Gool CH, Varakin, Yy, Vasankari, Tj, Vavilala, M, Veerman LJVelasquez-Melendez, G, Venketasubramanian, N, Vijayakumar, L, Villalpando, S, Violante, F, Vlassov, Vv, Waller, S, Wallin, Mt, Wan, X, Wang, L, Wang, J, Wang, Y, Warouw, T, Weichenthal, S, Weiderpass, E, Weintraub, Rg, Werdecker, A, Wessells, Kr, Westerman, R, Wilkinson, Jd, Williams HCWilliams TN, Woldeyohannes, Sm, Wolfe, Cd, Wong, Jq, Wong, H, Woolf, Ad, Wright, Jl, Wurtz, B, Xu, G, Yang, G, Yano, Y, Yenesew, Ma, Yentur GKYip, P, Yonemoto, N, Yoon, Sj, Younis, M, Yu, C, Kim, Ky, Zaki Mel, S, Zhang, Y, Zhao, Z, Zhao, Y, Zhu, J, Zonies, D, Zunt, Jr, Salomon, Ja, Murray, Cj., Vos, Theo, Barber, Ryan M., Bell, Brad, Bertozzi-Villa, Amelia, Biryukov, Stan, Bolliger, Ian, Charlson, Fiona, Davis, Adrian, Degenhardt, Louisa, Dicker, Daniel, Duan, Leilei, Erskine, Holly, Feigin, Valery L., Ferrari, Alize J., Fitzmaurice, Christina, Fleming, Thoma, Graetz, Nichola, Guinovart, Caterina, Haagsma, Juanita, Hansen, Gillian M., Hanson, Sarah Wulf, Heuton, Kyle R., Higashi, Hideki, Kassebaum, Nichola, Kyu, Hmwe, Laurie, Evan, Liang, Xiofeng, Lofgren, Katherine, Lozano, Rafael, Macintyre, Michael F., Moradi-Lakeh, Maziar, Naghavi, Mohsen, Nguyen, Grant, Odell, Shaun, Ortblad, Katrina, Roberts, David Allen, Roth, Gregory A., Sandar, Logan, Serina, Peter T., Stanaway, Jeffrey D., Steiner, Caitlyn, Thomas, Bernadette, Vollset, Stein Emil, Whiteford, Harvey, Wolock, Timothy M., Ye, Pengpeng, Zhou, Maigeng, Ãvila, Marco A., Aasvang, Gunn Marit, Abbafati, Cristiana, Ozgoren, Ayse Abbasoglu, Abd-Allah, Foad, Aziz, Muna I. 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Arsic, Artaman, Al, Asghar, Rana J., Assadi, Reza, Atkins, Lydia S., Atkinson, Charle, Badawi, Alaa, Bahit, Maria C., Bakfalouni, Talal, Balakrishnan, Kalpana, Balalla, Shivanthi, Banerjee, Amitava, Barker-Collo, Suzanne L., Barquera, Simon, Barregard, Lar, Barrero, Lope H., Basu, Sanjay, Basu, Arindam, Baxter, Amanda, Beardsley, Justin, Bedi, Neeraj, Beghi, Ettore, Bekele, Tolesa, Bell, Michelle L., Benjet, Corina, Bennett, Derrick A., Bensenor, Isabela M., Benzian, Habib, Bernabe, Eduardo, Beyene, Tariku J., Bhala, Neeraj, Bhalla, Ashish, Bhutta, Zulfiqar, Bienhoff, Kelly, Bikbov, Bori, Abdulhak, Aref Bin, Blore, Jed D., Blyth, Fiona M., Bohensky, Megan A., Basara, Berrak Bora, Borges, Guilherme, Bornstein, Natan M., Bose, Dipan, Boufous, Soufiane, Bourne, Rupert R., Boyers, Lindsay N., Brainin, Michael, Brauer, Michael, Brayne, Carol E.G., Brazinova, Alexandra, Breitborde, Nicholas J.K., Brenner, Hermann, Briggs, Adam D.M., Brooks, Peter M., Brown, Jonathan, Brugha, Traolach S., Buchbinder, Rachelle, Buckle, Geoffrey C., Bukhman, Gene, Bulloch, Andrew G., Burch, Michael, Burnett, Richard, Cardenas, Rosario, Cabral, Norberto L., Campos-Nonato, Ismael R., Campuzano, Julio C., Carapetis, Jonathan R., Carpenter, David O., Caso, Valeria, Castaneda-Orjuela, Carlos A., Catala-Lopez, Ferran, Chadha, Vineet K., Chang, Jung-Chen, Chen, Honglei, Chen, Wanqing, Chiang, Peggy P., Chimed-Ochir, Odgerel, Chowdhury, Rajiv, Christensen, Hanne, Christophi, Costas A., Chugh, Sumeet S., Cirillo, Massimo, Coggeshall, Megan, Cohen, Aaron, Colistro, Valentina, Colquhoun, Samantha M., Contreras, Alejandra G., Cooper, Leslie T., Cooper, Cyru, Cooperrider, Kimberly, Coresh, Josef, Cortinovis, Monica, Criqui, Michael H., Crump, John A., Cuevas-Nasu, Lucia, Dandona, Rakhi, Dandona, Lalit, Dansereau, Emily, Dantes, Hector G., Dargan, Paul I., Davey, Gail, Davitoiu, Dragos V., Dayama, Anand, De La Cruz-Gongora, Vanessa, De La Vega, Shelley F., De Leo, Diego, Del Pozo-Cruz, Borja, Dellavalle, Robert P., Deribe, Kebede, Derrett, Sarah, Des Jarlais, Don C., Dessalegn, Muluken, Deveber, Gabrielle A., Dharmaratne, Samath D., Diaz-Torne, Cesar, Ding, Eric L., Dokova, Klara, Dorsey, E.R., Driscoll, Tim R., Duber, Herbert, Durrani, Adnan M., Edmond, Karen M., Ellenbogen, Richard G., Endres, Matthia, Ermakov, Sergey P., Eshrati, Babak, Esteghamati, Alireza, Estep, Kara, Fahimi, Saman, Farzadfar, Farshad, Fay, Derek F.J., Felson, David T., Fereshtehnejad, Seyed-Mohammad, Fernandes, Jefferson G., Ferri, Cluesa P., Flaxman, Abraham, Foigt, Nataliya, Foreman, Kyle J., Fowkes, F Gerry R., Franklin, Richard C., Furst, Thoma, Futran, Neal D., Gabbe, Belinda J., Gankpe, Fortune G., Garcia-Guerra, Francisco A., Geleijnse, Johanna M., Gessner, Bradford D., Gibney, Katherine B., Gillum, Richard F., Ginawi, Ibrahim A., Giroud, Maurice, Giussani, Giorgia, Goenka, Shifalika, Goginashvili, Ketevan, Gona, Philimon, De Cosio, Teresita Gonzalez, Gosselin, Richard A., Gotay, Carolyn C., Goto, Atsushi, Gouda, Hebe N., Guerrant, Richard L., Gugnani, Harish C., Gunnell, David, Gupta, Rajeev, Gupta, Rahul, Gutierrez, Reyna A., Hafezi-Nejad, Nima, Hagan, Holly, Halasa, Yara, Hamadeh, Randah R., Hamavid, Hannah, Hammami, Mouhanad, Hankey, Graeme J., Hao, Yuantao, Harb, Hilda L., Haro, Josep Maria, Havmoeller, Rasmu, Hay, Roderick J., Hay, Simon, Hedayati, Mohammad T., Pi, Ileana B. Heredia, Heydarpour, Pouria, Hijar, Martha, Hoek, Hans W., Hoffman, Howard J., Hornberger, John C., Hosgood, H. Dean, Hossain, Mazeda, Hotez, Peter J., Hoy, Damian G., Hsairi, Mohamed, Hu, Howard, Hu, Guoqing, Huang, John J., Huang, Cheng, Huiart, Laetitia, Husseini, Abdullatif, Iannarone, Marissa, Iburg, Kim M., Innos, Kaire, Inoue, Manami, Jacobsen, Kathryn H., Jassal, Simerjot K., Jeemon, Panniyammakal, Jensen, Paul N., Jha, Vivekanand, Jiang, Guohong, Jiang, Ying, Jonas, Jost B., Joseph, Jonathan, Juel, Knud, Kan, Haidong, Karch, Andre, Karimkhani, Chante, Karthikeyan, Ganesan, Katz, Ronit, Kaul, Anil, Kawakami, Norito, Kazi, Dhruv S., Kemp, Andrew H., Kengne, Andre P., Khader, Yousef S., Khalifa, Shams Eldin A.H., Khan, Ejaz A., Khan, Gulfaraz, Khang, Young-Ho, Khonelidze, Irma, Kieling, Christian, Kim, Daniel, Kim, Sungroul, Kimokoti, Ruth W., Kinfu, Yohanne, Kinge, Jonas M., Kissela, Brett M., Kivipelto, Miia, Knibbs, Luke, Knudsen, Ann Kristin, Kokubo, Yoshihiro, Kosen, Soewarta, Kramer, Alexander, Kravchenko, Michael, Krishnamurthi, Rita V., Krishnaswami, Sanjay, Defo, Barthelemy Kuate, Bicer, Burcu Kucuk, Kuipers, Ernst J., Kulkarni, Veena S., Kumar, Kaushalendra, Kumar, G Anil, Kwan, Gene F., Lai, Taavi, Lalloo, Ratilal, Lam, Hilton, Lan, Qing, Lansingh, Van C., Larson, Heidi, Larsson, Ander, Lawrynowicz, Alicia E.B., Leasher, Janet L., Lee, Jong-Tae, Leigh, Jame, Leung, Ricky, Levi, Miriam, Li, Bin, Li, Yichong, Li, Yongmei, Liang, Juan, Lim, Stephen, Lin, Hsien-Ho, Lind, Margaret, Lindsay, M Patrice, Lipshultz, Steven E., Liu, Shiwei, Lloyd, Belinda K., Ohno, Summer Lockett, Logroscino, Giancarlo, Looker, Katharine J., Lopez, Alan D., Lopez-Olmedo, Nancy, Lortet-Tieulent, Joannie, Lotufo, Paulo A., Low, Nicola, Lucas, Robyn M., Lunevicius, Raimunda, Lyons, Ronan A., Ma, Jixiang, Ma, Stefan, Mackay, Mark T., Majdan, Marek, Malekzadeh, Reza, Mapoma, Christopher C., Marcenes, Wagner, March, Lyn M., Margono, Chri, Marks, Guy B., Marzan, Melvin B., Masci, Joseph R., Mason-Jones, Amanda J., Matzopoulos, Richard G., Mayosi, Bongani M., Mazorodze, Tasara T., Mcgill, Neil W., Mcgrath, John J., Mckee, Martin, Mclain, Abby, Mcmahon, Brian J., Meaney, Peter A., Mehndiratta, Man Mohan, Mejia-Rodriguez, Fabiola, Mekonnen, Wubegzier, Melaku, Yohannes A., Meltzer, Michele, Memish, Ziad A., Mensah, George, Meretoja, Atte, Mhimbira, Francis A., Micha, Renata, Miller, Ted R., Mills, Edward J., Mitchell, Philip B., Mock, Charles N., Moffitt, Terrie E., Ibrahim, Norlinah Mohamed, Mohammad, Karzan A., Mokdad, Ali H., Mola, Glen L., Monasta, Lorenzo, Montico, Marcella, Montine, Thomas J., Moore, Ami R., Moran, Andrew E., Morawska, Lidia, Mori, Rintaro, Moschandreas, Joanna, Moturi, Wilkister N., Moyer, Madeline, Mozaffarian, Dariush, Mueller, Ulrich O., Mukaigawara, Mitsuru, Murdoch, Michele E., Murray, Joseph, Murthy, Kinnari S., Naghavi, Paria, Nahas, Ziad, Naheed, Aliya, Naidoo, Kovin S., Naldi, Luigi, Nand, Devina, Nangia, Vinay, Narayan, K.M. Venkat, Nash, Deni, Nejjari, Chakib, Neupane, Sudan P., Newman, Lori M., Newton, Charles R., Ng, Marie, Ngalesoni, Frida N., Nhung, Nguyen T., Nisar, Muhammad I., Nolte, Sandra, Norheim, Ole F., Norman, Rosana E., Norrving, Bo, Nyakarahuka, Luke, Oh, In Hwan, Ohkubo, Takayoshi, Omer, Saad B., Opio, John Nelson, Ortiz, Alberto, Pandian, Jeyaraj D., Panelo, Carlo Irwin A., Papachristou, Christina, Park, Eun-Kee, Parry, Charles D., Caicedo, Angel J. Paternina, Patten, Scott B., Paul, Vinod K., Pavlin, Boris I., Pearce, Neil, Pedraza, Lilia S., Pellegrini, Carlos A., Pereira, David M., Perez-Ruiz, Fernando P., Perico, Norberto, Pervaiz, Aslam, Pesudovs, Konrad, Peterson, Carrie B., Petzold, Max, Phillips, Michael R., Phillips, David, Phillips, Bryan, Piel, Frederic B., Plass, Dietrich, Poenaru, Dan, Polanczyk, Guilherme V., Polinder, Suzanne, Pope, C.A., Popova, Svetlana, Poulton, Richie G., Pourmalek, Farshad, Prabhakaran, Dorairaj, Prasad, Noela M., Qato, Dima, Quistberg, D.A., Rafay, Anwar, Rahimi, Kazem, Rahimi-Movaghar, Vafa, Rahman, Sajjad Ur, Raju, Murugesan, Rakovac, Ivo, Rana, Saleem M., Razavi, Homie, Refaat, Amany, Rehm, Jurgen, Remuzzi, Giuseppe, Resnikoff, Serge, Ribeiro, Antonio L., Riccio, Patricia M., Richardson, Lee, Richardus, Jan Hendrik, Riederer, Anne M., Robinson, Margot, Roca, Anna, Rodriguez, Alina, Rojas-Rueda, David, Ronfani, Luca, Rothenbacher, Dietrich, Roy, Nobhojit, Ruhago, George M., Sabin, Nsanzimana, Sacco, Ralph L., Ksoreide, Kjetil, Saha, Sukanta, Sahathevan, Ramesh, Sahraian, Mohammad Ali, Sampson, Uchechukwu, Sanabria, Juan R., Sanchez-Riera, Lidia, Santos, Itamar S., Satpathy, Maheswar, Saunders, James E., Sawhney, Monika, Saylan, Mete I., Scarborough, Peter, Schoettker, Ben, Schneider, Ione J.C., Schwebel, David C., Scott, James G., Seedat, Soraya, Sepanlou, Sadaf G., Serdar, Berrin, Servan-Mori, Edson E., Shackelford, Katya, Shaheen, Amira, Shahraz, Saeid, Levy, Teresa Shamah, Shangguan, Siyi, She, Jun, Sheikhbahaei, Sara, Shepard, Donald S., Shi, Peilin, Shibuya, Kenji, Shinohara, Yukito, Shiri, Rahman, Shishani, Kawkab, Shiue, Ivy, Shrime, Mark G., Sigfusdottir, Inga D., Silberberg, Donald H., Simard, Edgar P., Sindi, Shireen, Singh, Jasvinder A., Singh, Lavanya, Skirbekk, Vegard, Sliwa, Karen, Soljak, Michael, Soneji, Samir, Soshnikov, Sergey S., Speyer, Peter, Sposato, Luciano A., Sreeramareddy, Chandrashekhar T., Stoeckl, Heidi, Stathopoulou, Vasiliki Kalliopi, Steckling, Nadine, Stein, Murray B., Stein, Dan J., Steiner, Timothy J., Stewart, Andrea, Stork, Eden, Stovner, Lars J., Stroumpoulis, Konstantino, Sturua, Lela, Sunguya, Bruno F., Swaroop, Mamta, Sykes, Bryan L., Tabb, Karen M., Takahashi, Ken, Tan, Feng, Tandon, Nikhil, Tanne, David, Tanner, Marcel, Tavakkoli, Mohammad, Taylor, Hugh R., Te Ao, Braden J., Temesgen, Awoke Misganaw, Have, Margreet Ten, Tenkorang, Eric Yeboah, Terkawi, Abdullah Sulieman, Theadom, Alice M., Thomas, Elissa, Thorne-Lyman, Andrew L., Thrift, Amanda G., Tleyjeh, Imad M., Tonelli, Marcello, Topouzis, Foti, Towbin, Jeffrey A., Toyoshima, Hideaki, Traebert, Jefferson, Tran, Bach X., Trasande, Leonardo, Trillini, Matia, Truelsen, Thoma, Trujillo, Ulise, Tsilimbaris, Miltiadi, Tuzcu, Emin M., Ukwaja, Kingsley N., Undurraga, Eduardo A., Uzun, Selen B., Van Brakel, Wim H., Van De Vijver, Steven, Dingenen, Rita Van, Van Gool, Coen H., Varakin, Yuri Y., Vasankari, Tommi J., Vavilala, Monica S., Veerman, Lennert J., Velasquez-Melendez, Gustavo, Venketasubramanian, Narayanaswamy, Vijayakumar, Lakshmi, Villalpando, Salvador, Violante, Francesco S., Vlassov, Vasiliy V., Waller, Stephen, Wallin, Mitchell T., Wan, Xia, Wang, Linhong, Wang, Jianli, Wang, Yanping, Warouw, Tati S., Weichenthal, Scott, Weiderpass, Elisabete, Weintraub, Robert G., Werdecker, Andrea, Wessells, K. Ryan, Westerman, Ronny, Wilkinson, James D., Williams, Hywel C., Williams, Thomas N., Woldeyohannes, Solomon M., Wolfe, Charles D.A., Wong, John Q., Wong, Haidong, Woolf, Anthony D., Wright, Jonathan L., Wurtz, Brittany, Xu, Gelin, Yang, Gonghuan, Yano, Yuichiro, Yenesew, Muluken A., Yentur, Gokalp K., Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Younis, Mustafa, Yu, Chuanhua, Kim, Kim Yun, Zaki, Maysaa El Sayed, Zhang, Yong, Zhao, Zheng, Zhao, Yong, Zhu, Jun, Zonies, David, Zunt, Joseph R., Salomon, Joshua A., Murray, Christopher J.L., Cell biology, Gastroenterology & Hepatology, Epidemiology, Health Technology Assessment (HTA), and Public Health

Subjects
Male, Gerontology, Nutrition and Disease, Epidemiology, years lived with disability, Global burden of disease, acute and chronic diseases, countries, Prevalence, Disease, Global Health, Medical and Health Sciences, Conduct disorder, Otitis-media, Cost of Illness, Residence Characteristics, Voeding en Ziekte, 80 and over, Global health, 2.2 Factors relating to the physical environment, 2.1 Biological and endogenous factors, countries, Aetiology, Child, Aged, 80 and over, Medicine(all), education.field_of_study, ATTENTION-DEFICIT/HYPERACTIVITY DISORDER, Incidence, Mortality rate, Incidence (epidemiology), Pain Research, Neglected Diseases, Alcohol dependence, General Medicine, Middle Aged, Global burden of disease, Global Burden of Disease Study 2013 Collaborators, Mental Health, Infectious Diseases, Attention deficit/Hyperactivity disorder, Burden of Illness, Child, Preschool, Acute Disease, Female, Life Sciences & Biomedicine, Adult, medicine.medical_specialty, Adolescent, GBD 2013, Population, acute and chronic diseases, Young Adult, Mental-disorders, Age Distribution, Medicine, General & Internal, Weights, General & Internal Medicine, medicine, Humans, Life Science, Disabled Persons, Sex Distribution, Preschool, education, Developing Countries, VLAG, Aged, Science & Technology, business.industry, Developed Countries, Cutaneous Leishmaniasis, Infant, Newborn, Infant, Health outcomes, Newborn, medicine.disease, Comorbidity, Brain Disorders, years lived with disability, Good Health and Well Being, Disease, injury, incidence, prevalence, YLDs, GBD 2010, Chronic Disease, Wounds and Injuries, business, 2.4 Surveillance and distribution, Iron-deficiency, Demography
Abstract

Summary Background Up-to-date evidence about levels and trends in disease and injury incidence, prevalence, and years lived with disability (YLDs) is an essential input into global, regional, and national health policies. In the Global Burden of Disease Study 2013 (GBD 2013), we estimated these quantities for acute and chronic diseases and injuries for 188 countries between 1990 and 2013. Methods Estimates were calculated for disease and injury incidence, prevalence, and YLDs using GBD 2010 methods with some important refinements. Results for incidence of acute disorders and prevalence of chronic disorders are new additions to the analysis. Key improvements include expansion to the cause and sequelae list, updated systematic reviews, use of detailed injury codes, improvements to the Bayesian meta-regression method (DisMod-MR), and use of severity splits for various causes. An index of data representativeness, showing data availability, was calculated for each cause and impairment during three periods globally and at the country level for 2013. In total, 35 620 distinct sources of data were used and documented to calculated estimates for 301 diseases and injuries and 2337 sequelae. The comorbidity simulation provides estimates for the number of sequelae, concurrently, by individuals by country, year, age, and sex. Disability weights were updated with the addition of new population-based survey data from four countries. Findings Disease and injury were highly prevalent; only a small fraction of individuals had no sequelae. Comorbidity rose substantially with age and in absolute terms from 1990 to 2013. Incidence of acute sequelae were predominantly infectious diseases and short-term injuries, with over 2 billion cases of upper respiratory infections and diarrhoeal disease episodes in 2013, with the notable exception of tooth pain due to permanent caries with more than 200 million incident cases in 2013. Conversely, leading chronic sequelae were largely attributable to non-communicable diseases, with prevalence estimates for asymptomatic permanent caries and tension-type headache of 2·4 billion and 1·6 billion, respectively. The distribution of the number of sequelae in populations varied widely across regions, with an expected relation between age and disease prevalence. YLDs for both sexes increased from 537·6 million in 1990 to 764·8 million in 2013 due to population growth and ageing, whereas the age-standardised rate decreased little from 114·87 per 1000 people to 110·31 per 1000 people between 1990 and 2013. Leading causes of YLDs included low back pain and major depressive disorder among the top ten causes of YLDs in every country. YLD rates per person, by major cause groups, indicated the main drivers of increases were due to musculoskeletal, mental, and substance use disorders, neurological disorders, and chronic respiratory diseases; however HIV/AIDS was a notable driver of increasing YLDs in sub-Saharan Africa. Also, the proportion of disability-adjusted life years due to YLDs increased globally from 21·1% in 1990 to 31·2% in 2013. Interpretation Ageing of the world's population is leading to a substantial increase in the numbers of individuals with sequelae of diseases and injuries. Rates of YLDs are declining much more slowly than mortality rates. The non-fatal dimensions of disease and injury will require more and more attention from health systems. The transition to non-fatal outcomes as the dominant source of burden of disease is occurring rapidly outside of sub-Saharan Africa. Our results can guide future health initiatives through examination of epidemiological trends and a better understanding of variation across countries. Funding Bill & Melinda Gates Foundation. Background Up-to-date evidence about levels and trends in disease and injury incidence, prevalence, and years lived with disability (YLDs) is an essential input into global, regional, and national health policies. In the Global Burden of Disease Study 2013 (GBD 2013), we estimated these quantities for acute and chronic diseases and injuries for 188 countries between 1990 and 2013. Methods Estimates were calculated for disease and injury incidence, prevalence, and YLDs using GBD 2010 methods with some important refinements. Results for incidence of acute disorders and prevalence of chronic disorders are new additions to the analysis. Key improvements include expansion to the cause and sequelae list, updated systematic reviews, use of detailed injury codes, improvements to the Bayesian meta-regression method (DisMod-MR), and use of severity splits for various causes. An index of data representativeness, showing data availability, was calculated for each cause and impairment during three periods globally and at the country level for 2013. In total, 35 620 distinct sources of data were used and documented to calculated estimates for 301 diseases and injuries and 2337 sequelae. The comorbidity simulation provides estimates for the number of sequelae, concurrently, by individuals by country, year, age, and sex. Disability weights were updated with the addition of new population-based survey data from four countries. Findings Disease and injury were highly prevalent; only a small fraction of individuals had no sequelae. Comorbidity rose substantially with age and in absolute terms from 1990 to 2013. Incidence of acute sequelae were predominantly infectious diseases and short-term injuries, with over 2 billion cases of upper respiratory infections and diarrhoeal disease episodes in 2013, with the notable exception of tooth pain due to permanent caries with more than 200 million incident cases in 2013. Conversely, leading chronic sequelae were largely attributable to non-communicable diseases, with prevalence estimates for asymptomatic permanent caries and tension-type headache of 2·4 billion and 1·6 billion, respectively. The distribution of the number of sequelae in populations varied widely across regions, with an expected relation between age and disease prevalence. YLDs for both sexes increased from 537·6 million in 1990 to 764·8 million in 2013 due to population growth and ageing, whereas the age-standardised rate decreased little from 114·87 per 1000 people to 110·31 per 1000 people between 1990 and 2013. Leading causes of YLDs included low back pain and major depressive disorder among the top ten causes of YLDs in every country. YLD rates per person, by major cause groups, indicated the main drivers of increases were due to musculoskeletal, mental, and substance use disorders, neurological disorders, and chronic respiratory diseases; however HIV/AIDS was a notable driver of increasing YLDs in sub-Saharan Africa. Also, the proportion of disability-adjusted life years due to YLDs increased globally from 21·1% in 1990 to 31·2% in 2013. Interpretation Ageing of the world's population is leading to a substantial increase in the numbers of individuals with sequelae of diseases and injuries. Rates of YLDs are declining much more slowly than mortality rates. The non-fatal dimensions of disease and injury will require more and more attention from health systems. The transition to non-fatal outcomes as the dominant source of burden of disease is occurring rapidly outside of sub-Saharan Africa. Our results can guide future health initiatives through examination of epidemiological trends and a better understanding of variation across countries. Funding Bill & Melinda Gates Foundation.

Published
2015
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