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2. Prevalence of Common Child Mental Health Disorders Using Administrative Health Data and Parent Report in a Prospective Community-Based Cohort from Alberta, Canada: Prévalence des troubles communs de santé mentale de l'enfant à l'aide des données de santé administratives et des rapports des parents dans une cohorte prospective communautaire d'Alberta, Canada

Author

Racine, N., Pitt, T., Premji, S., McDonald, S.W., Patten, S.B., Tough, S., and Madigan, S.

Subjects
MENTAL illness, ATTENTION-deficit hyperactivity disorder, CHILD psychiatry, MENTAL health policy, BEHAVIORAL assessment
Abstract

Copyright of Canadian Journal of Psychiatry is the property of Sage Publications Inc. and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Published
2024
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3. Physical activity during COVID-19 in people with systemic sclerosis: A Scleroderma Patient-centred Intervention Network COVID-19 Cohort longitudinal study

Author

Wurz, A., Henry, R.S., Kwakkenbos, C.M.C., Carrier, M.E., Patten, S.B., Bartlett, S.J., Mouthon, L., Varga, J., Benedetti, A., Culos-Reed, S.N., Thombs, B.D., Wurz, A., Henry, R.S., Kwakkenbos, C.M.C., Carrier, M.E., Patten, S.B., Bartlett, S.J., Mouthon, L., Varga, J., Benedetti, A., Culos-Reed, S.N., and Thombs, B.D.

Abstract

Contains fulltext : 305294.pdf (Publisher’s version ) (Closed access), Introduction/Objective: People with systemic sclerosis (SSc) face barriers to physical activity. Few studies have described physical activity in SSc, and none have explored physical activity longitudinally during COVID-19. We evaluated physical activity from April 2020 to March 2022 among people with SSc. Methods: The Scleroderma Patient-centred Intervention Network (SPIN) COVID-19 Cohort was launched in April 2020 and included participants from the ongoing SPIN Cohort plus external enrolees. Participants completed measures bi-weekly through July 2020, then every 4 weeks afterwards (28 assessments). Physical activity was assessed via the self-reported International Physical Activity Questionnaire-Elderly. Analyses included estimated means with 95% confidence intervals for physical activity across assessments. Missing data were imputed for main analyses. Sensitivity analyses included evaluating only participants who completed >90% of items for >21 of 28 possible assessments ('completers') and stratified analyses by sex, age, country and SSc subtype. Results: A total of 800 people with SSc enrolled. Mean age was 55.6 (standard deviation (SD) = 12.6) years. Physical activity significantly decreased from April 2020 to March 2021 (standardized mean difference (SMD) = -0.17, 95% confidence interval (CI) = -0.26 to -0.07) and was stable from March 2021 to March 2022 (SMD = -0.05, 95% CI = -0.15 to 0.05). Results were similar for completers and subgroups. The proportion of participants who met World Health Organization minimum physical activity recommendations of at least 150 min of moderate-to-vigorous activity per week ranged from 63% to 82% across assessments. Conclusion: Physical activity decreased by a relatively small amount, on average, across the pandemic. Most participants met recommended physical activity levels., 02 april 2024, 7 p.

Published
2024

5. A qualitative interview study exploring the psychological health impacts of the SPIN-CHAT program among people with systemic sclerosis at the onset of COVID-19: Perceptions of trial participants and research team members

Author

Wurz, A., Duchek, D., Ellis, K., Bansal, M., Carrier, M.E., Tao, L.X., Dyas, L., Kwakkenbos, L., Levis, B., El-Baalbaki, G., Rice, D.B., Wu, Y., Henry, R.S., Bustamante, L., Harb, S., Hebblethwaite, S., Patten, S.B., Bartlett, S.J., Varga, J., Mouthon, L., Markham, S., Thombs, B.D., Culos-Reed, S.N., Wurz, A., Duchek, D., Ellis, K., Bansal, M., Carrier, M.E., Tao, L.X., Dyas, L., Kwakkenbos, L., Levis, B., El-Baalbaki, G., Rice, D.B., Wu, Y., Henry, R.S., Bustamante, L., Harb, S., Hebblethwaite, S., Patten, S.B., Bartlett, S.J., Varga, J., Mouthon, L., Markham, S., Thombs, B.D., and Culos-Reed, S.N.

Abstract

28 januari 2023, Item does not contain fulltext, Purpose: Explore trial participants' and research team members' perceptions of the impact of the videoconference-based, supportive care program (SPIN-CHAT Program) during early COVID-19 for individuals with systemic sclerosis (SSc). Methods: Data were collected cross-sectionally. A social constructivist paradigm was adopted, and one-on-one videoconference-based, semi-structured interviews were conducted with SPIN-CHAT Trial participants and research team members. A hybrid inductive-deductive approach and reflexive thematic analysis were used. Results: Of the 40 SPIN-CHAT Trial participants and 28 research team members approached, 30 trial participants (Mean age = 54.9; SD = 13.0 years) and 22 research team members agreed to participate. Those who took part in interviews had similar characteristics to those who declined. Five themes were identified: (1) The SPIN-CHAT Program conferred a range of positive psychological health outcomes, (2) People who don’t have SSc don’t get it: The importance of SSc-specific programming, (3) The group-based format of the SPIN-CHAT Program created a safe space to connect and meet similar others, (4) The structure and schedule of the SPIN-CHAT Program reduced feelings of boredom and contributed to enhanced psychological health, (5) The necessity of knowledge, skills, and tools to self-manage SSc and navigate COVID-19. Conclusion: Participants' and research team members' perspectives elucidated SPIN-CHAT Program benefits and how these benefits may have been realized. Results underscore the importance of social support from similar others, structure, and self-management to enhance psychological health during COVID-19.

Published
2023

6. Exploring research team members' and trial participants' perceptions of acceptability and implementation within one videoconference-based supportive care program for individuals affected by systemic sclerosis during COVID-19: A qualitative interview study

Author

Wurz, A., Ellis, K., Duchek, D., Bansal, M., Carrier, M.E., Tao, L.X., Dyas, L., Kwakkenbos, L., Levis, B., El-Baalbaki, G., Rice, D.B., Wu, Y., Henry, R.S., Bustamante, L., Harb, S., Hebblethwaite, S., Patten, S.B., Bartlett, S.J., Varga, J., Mouthon, L., Markham, S., Thombs, B.D., Culos-Reed, S.N., Wurz, A., Ellis, K., Duchek, D., Bansal, M., Carrier, M.E., Tao, L.X., Dyas, L., Kwakkenbos, L., Levis, B., El-Baalbaki, G., Rice, D.B., Wu, Y., Henry, R.S., Bustamante, L., Harb, S., Hebblethwaite, S., Patten, S.B., Bartlett, S.J., Varga, J., Mouthon, L., Markham, S., Thombs, B.D., and Culos-Reed, S.N.

Abstract

31 maart 2023, Item does not contain fulltext, The SPIN-CHAT Program was designed to support mental health among individuals with systemic sclerosis (SSc; commonly known as scleroderma) and at least mild anxiety symptoms at the onset of COVID-19. The program was formally evaluated in the SPIN-CHAT Trial. Little is known about program and trial acceptability, and factors impacting implementation from the perspectives of research team members and trial participants. Thus, the propose of this follow-up study was to explore research team members' and trial participants' experiences with the program and trial to identify factors impacting acceptability and successful implementation. Data were collected cross-sectionally through one-on-one, videoconference-based, semi-structured interviews with 22 research team members and 30 purposefully recruited trial participants (Mage = 54.9, SD = 13.0 years). A social constructivist paradigm was adopted, and data were analyzed thematically. Data were organized into seven themes: (i) getting started: the importance of prolonged engagement and exceeding expectations; (ii) designing the program and trial: including multiple features; (iii) training: research team members are critical to positive program and trial experiences; (iv) offering the program and trial: it needs to be flexible and patient-oriented; (v) maximizing engagement: navigating and managing group dynamics; (vi) delivering a videoconference-based supportive care intervention: necessary, appreciated, and associated with some barriers; and (vii) refining the program and trial: considering modification when offered beyond the period of COVID-19 restrictions. Trial participants were satisfied with and found the SPIN-CHAT Program and Trial to be acceptable. Results offer implementation data that can guide the design, development, and refinement of other supportive care programs seeking to promote psychological health during and beyond COVID-19.

Published
2023

12. Mental health before and during the pandemic in people with systemic sclerosis

Author

Henry, R.S., Kwakkenbos, L., Carrier, M.E., Negeri, Z.F., Bourgeault, A., Patten, S.B., Bartlett, S.J., Mouthon, L., Varga, J., Benedetti, A., Thombs, B.D., Henry, R.S., Kwakkenbos, L., Carrier, M.E., Negeri, Z.F., Bourgeault, A., Patten, S.B., Bartlett, S.J., Mouthon, L., Varga, J., Benedetti, A., and Thombs, B.D.

Abstract

Item does not contain fulltext

Published
2022

14. Global age-sex-specific fertility, mortality, healthy life expectancy (HALE), and population estimates in 204 countries and territories, 1950–2019: a comprehensive demographic analysis for the Global Burden of Disease Study 2019

Author

Abbafati, C., Machado, D.B., Cislaghi, B., Salman, O.M., Karanikolos, M., McKee, M., Abbas, K.M., Brady, O.J., Larson, H.J., Trias-Llimós, S., Cummins, S., Langan, S.M., Sartorius, B., Hafiz, A., Jenabi, E., Mohammad Gholi Mezerji, N., Borzouei, S., Azarian, G., Khazaei, S., Abbasi, M., Asghari, B., Masoumi, S., Komaki, H., Taherkhani, A., Adabi, M., Abbasifard, M., Bazmandegan, G., Kamiab, Z., Vakilian, A., Anjomshoa, M., Mokari, A., Sabour, S., Shahbaz, M., Saeedi, R., Ahmadieh, H., Yousefinezhadi, T., Haj-Mirzaian, A., Nikbakhsh, R., Safi, S., Asgari, S., Irvani, S.N., Jahanmehr, N., Ramezanzadeh, K., Abbasi-Kangevari, M., Khayamzadeh, M., Abbastabar, H., Shirkoohi, R., Fazlzadeh, M., Janjani, H., Hosseini, M., Mansournia, M., Tohidinik, H., Bakhtiari, A., Fazaeli, A., Mousavi, S., Hasanzadeh, A., Nabavizadeh, B., Malekzadeh, R., Hashemian, M., Pourshams, A., Salimzadeh, H., Sepanlou, S.G., Afarideh, M., Esteghamati, A., Esteghamati, S., Ghajar, A., Heidari, B., Rezaei, N., Mohamadi, E., Rahimi-Movaghar, A., Rahim, F., Eskandarieh, S., Sahraian, M., Mohebi, F., Aminorroaya, A., Ebrahimi, H., Farzadfar, F., Mohajer, B., Pishgar, F., Saeedi Moghaddam, S., Shabani, M., Zarafshan, H., Abolhassani, H., Hafezi-Nejad, N., Heidari-Soureshjani, R., Abdollahi, M., Farahmand, M., Salamati, P., Mehrabi Nasab, E., Tajdini, M., Aghamir, S., Mirzaei, R., Dibaji Forooshani, Z., Khater, M.M., Abd-Allah, F., Abdelalim, A., Abualhasan, A., El-Jaafary, S.I., Hassan, A., Elsharkawy, A., Khater, A.M., Elhabashy, H.R., Salem, M.R.R., Salem, H., Sadeghi, M., Jafarinia, M., Amini-Rarani, M., Mohammadifard, N., Sarrafzadegan, N., Abdollahpour, I., Sarveazad, A., Tehrani-Banihashemi, A., Yoosefi Lebni, J., Manafi, N., Pazoki Toroudi, H., Dorostkar, F., Alipour, V., Sheikhtaheri, A., Arabloo, J., Azari, S., Ghashghaee, A., Rezapour, A., Naserbakht, M., Kabir, A., Mehri, F., Yousefifard, M., Asadi-Aliabadi, M., Babaee, E., Eshrati, B., Goharinezhad, S., Moradi-Lakeh, M., Abedi, P., Rashedi, V., Kumar, V., Elgendy, I.Y., Basu, S., Park, J., Pereira, A., Norheim, O.F., Eagan, A.W., Cahill, L.E., Sheikh, A., Abushouk, A.I., Kraemer, M.U.G., Thakur, B., Bärnighausen, T.W., Shrime, M.G., Abedi, A., Doshi, C.P., Abegaz, K.H., Geberemariyam, B.S., Aynalem, Y.A., Shiferaw, W.S., Abosetugn, A.E., Aboyans, V., Abrams, E.M., Gitimoghaddam, M., Kissoon, N., Stubbs, J.L., Brauer, M., Iyamu, I.O., Kopec, J.A., Pourmalek, F., Ribeiro, A.P., Malta, D.C., Gomez, R.S., Abreu, L.G., Abrigo, M.R.M., Almulhim, A.M., Dahlawi, S.M.A., Pottoo, F.H., Menezes, R.G., Alanzi, T.M., Alumran, A.K., Abu Haimed, A.K., Madadin, M., Alanezi, F.M., Abu-Gharbieh, E., Saddik, B., Abu-Raddad, L.J., Samy, A.M., El Nahas, N., Shalash, A.S., Nabhan, A.F., Kamath, A.M., Kassebaum, N.J., Aravkin, A.Y., Kochhar, S., Sorensen, R.J.D., Afshin, A., Burkart, K., Cromwell, E.A., Dandona, L., Dharmaratne, S.D., Gakidou, E., Hay, S.I., Kyu, H.H., Lopez, A.D., Lozano, R., Misganaw, A.T., Mokdad, A.H., Naghavi, M., Pigott, D.M., Reiner Jr, R.C., Roth, G.A., Stanaway, J.D., Vollset, S., Vos, T., Wang, H., Lim, S.S., Murray, C.J.L., Kalani, R., Ikuta, K.S., Cho, D.Y., Kneib, C.J., Crowe, C.S., Massenburg, B.B., Morrison, S.D., Acebedo, A., Adelson, J.D., Agesa, K.M., Alam, T., Albertson, S.B., Anderson, J.A., Antony, C.M., Ashbaugh, C., Assmus, M., Azhar, G., Balassyano, S., Bannick, M.S., Barthelemy, C.M., Bender, R.G., Bennitt, F.B., Bertolacci, G.J., Biehl, M.H., Bisignano, C., Boon-Dooley, A.S., Briant, P.S., Bryazka, D., Bumgarner, B.R., Callender, C.S., Cao, J., Castle, C.D., Castro, E., Causey, K., Cercy, K.M., Chalek, J., Charlson, F.J., Cohen, A.J., Comfort, H., Compton, K., Croneberger, A.J., Cruz, J.A., Cunningham, M., Dandona, R., Dangel, W.J., Dean, F.E., DeCleene, N.K., Deen, A., Degenhardt, L., Dingels, Z.V., Dippenaar, I.N., Dirac, M.A., Dolgert, A.J., Emmons-Bell, S., Estep, K., Farag, T., Feigin, V.L., Feldman, R., Ferrara, G., Ferrari, A.J., Fitzgerald, R., Force, L.M., Fox, J.T., Frank, T.D., Fu, W., Fukutaki, K., Fuller, J.E., Fullman, N., Galles, N.C., Gardner, W.M., Gershberg Hayoon, A., Goren, E., Gorman, T.M., Gottlich, H.C., Guo, G., Haddock, B., Hagins, H., Haile, L.M., Hamilton, E.B., Han, C., Han, H., Harvey, J.D., Henny, K., Henrikson, H.J., Henry, N.J., Herbert, M.E., Hsiao, T., Huynh, C.K., Iannucci, V.C., Ippolito, H., Irvine, C.M.S., Jafari, H., Jahagirdar, D., James, S.L., Johnson, C.O., Johnson, S.C., Keller, C., Kemmer, L., Kendrick, P.J., Knight, M., Kocarnik, J.M., Krohn, K.J., Larson, S.L., Lau, K.M., Ledesma, J.R., Leever, A.T., LeGrand, K.E., Lescinsky, H., Lin, C., Liu, H., Liu, Z., Lo, J., Lu, A., Ma, J., Maddison, E.R., Manguerra, H., Marks, A., Martopullo, I., Mastrogiacomo, C.I., May, E.A., Mooney, M.D., Mosser, J.F., Mullany, E.C., Mumford, J., Munro, S.B., Nandakumar, V., Nguyen, J., Nguyen, M., Nichols, E., Nixon, M.R., Odell, C.M., Ong, K.L., Orji, A.U., Ostroff, S.M., Pasovic, M., Paulson, K.R., Pease, S.A., Pennini, A., Pierce, M., Pilz, T.M., Pletcher, M., Rao, P.C., Razo, C., Redford, S.B., Reinig, N., Reitsma, M.B., Rhinehart, P., Robalik, T., Roberts, S., Roberts, N.L.S., Rolfe, S., Sbarra, A.N., Schaeffer, L.E., Shackelford, K.A., Shadid, J., Sharara, F., Shaw, D.H., Sheena, B.S., Simpson, K.E., Smith, A., Spencer, C.N., Spurlock, E.E., Stark, B.A., Steiner, C., Steuben, K.M., Sylte, D.O., Tang, M., Taylor, H.J., Terrason, S., Thomson, A.M., Torre, A.E., Travillian, R., Troeger, C.E., Vongpradith, A., Walters, M.K., Wang, J., Watson, A., Watson, S., Whisnant, J.L., Whiteford, H.A., Wiens, K.E., Wilner, L.B., Wilson, S., Wool, E.E., Wozniak, S.S., Wu, J., Wulf Hanson, S., Wunrow, H., Xu, R., Yadgir, S., Yearwood, J.A., York, H.W., Yuan, C., Zhao, J.T., Zheng, P., Zimsen, S.R.M., Zlavog, B.S., Chang, A.Y., Oren, E., Buchbinder, R., Chin, K.L., Guo, Y., Polkinghorne, K.R., Thrift, A.G., Lee, S.W.H., Ackerman, I.N., Cicuttini, F.M., Li, S., Zaman, S., Suleria, H., Zhang, J., Cowie, B.C., Wijeratne, T., Patton, G.C., Sawyer, S.M., Adair, T., Meretoja, A., Adetokunboh, O.O., Adamu, A.A., Iwu, C.J., Parry, C.D.H., Seedat, S., Ndwandwe, D.E., Mahasha, P.W., Stein, D.J., Nnaji, C.A., Sambala, E.Z., Wiysonge, C.S., Adebayo, O.M., Ilesanmi, O.S., Owolabi, M.O., Adeoye, A.M., Adedeji, I.A., Adekanmbi, V., Ibitoye, S.E., John-Akinola, Y.O., Oluwasanu, M.M., Oghenetega, O.B., Akinyemi, R.O., Zandian, H., Adham, D., Zahirian Moghadam, T., Advani, S.M., Teagle, W.L., Braithwaite, D., Agasthi, P., Saadatagah, S., Afshari, M., Agardh, E.E., Allebeck, P., Danielsson, A., Deuba, K., Carrero, J.J., Mohammad, D.K., Fereshtehnejad, S., Ärnlöv, J., Nowak, C., Cederroth, C.R., Ahmadi, A., Pathak, A., Mills, E.J., Kurmi, O.P., Olagunju, A.T., Agarwal, G., Sathish, T., Aghaali, M., Mohammadbeigi, A., Agrawal, A., Ahmad, T., Ahmadi, K., Maleki, S., Naderi, M., Salahshoor, M.R., Pourmirza Kalhori, R., Almasi, A., Salimi, Y., Siabani, S., Ziapour, A., Barzegar, A., Khazaie, H., Kianipour, N., Amiri, F., Salehi Zahabi, S., Mirzaei, M., Shamsi, M., Najafi, F., Jalali, A., Ghadiri, K., Heydarpour, F., Fattahi, N., Karami Matin, B., Kazemi Karyani, A., Pirsaheb, M., Rajati, F., Sadeghi, E., Safari, Y., Sharafi, K., Soltani, S., Vasseghian, Y., Atafar, Z., Jalilian, F., Mirzaei-Alavijeh, M., Saeidi, S., Soofi, M., Zangeneh, A., Mansouri, B., Ahmadi, M., Khafaie, M.A., Safiri, S., Moghadaszadeh, M., Asghari Jafarabadi, M., Doshmangir, L., Jadidi-Niaragh, F., Ghafourifard, M., Spotin, A., Khodayari, M., Samadi Kafil, H., Kalankesh, L.R., Ahmadpour, E., Yousefi, B., Ansari, F., Hassankhani, H., Karimi, S., Haririan, H., Mereta, S., Ahmed, M.B., Feyissa, G.T., Ciobanu, L.G., Aji, B., Aynalem, G.L., Gebresillassie, B., Tefera, Y.G., Akalu, T.Y., Baraki, A.G., Tesema, G.A., Tessema, Z.T., Tamiru, A.T., Azene, Z.N., Netsere, H.B., Yano, Y., Akinyemiju, T., Wu, C., Zadey, S., Samad, Z., Ji, J.S., Doshi, P.P., John, O., Jha, V., Maulik, P.K., Pesudovs, K., Resnikoff, S., Mitchell, P.B., Sachdev, P.S., Akombi, B., Godinho, M.A., Ivers, R.Q., Peden, A.E., Biswas, R., Boufous, S., Akunna, C.J., Alahdab, F., Hammer, M.S., van Donkelaar, A., Al-Aly, Z., Dellavalle, R.P., Alam, S., Martin, R.V., Alam, N., De Leo, D., Tadakamadla, S.K., Alam, K., Alcalde-Rabanal, J.E., Avila-Burgos, L., Serván-Mori, E., Denova-Gutiérrez, E., Rodríguez-Ramírez, S., Morales, L., Poznańska, A., Wojtyniak, B., Rivera, J.A., Campos-Nonato, I.R., Campuzano Rincon, J., Sánchez-Pimienta, T.G., Mengesha, M.B., Welay, F.T., Alema, N.M., Demsie, D.G., Teame, H., Teklehaimanot, B.F., Alemu, B.W., Gultie, T., Bante, A.B., Yeshitila, Y.G., Geramo, Y.C.D., Glagn, M., Sorrie, M.B., W/hawariat, F.G., Amare, A., Kasa, A., Alemu, Y., Mihretie, K.M., Atnafu, D.D., Demeke, F.M., Melese, A., Bante, S.A., Dessie, G.A., Mengesha, E.W., Nigatu, D., Almadi, M.A.H., Alhabib, K.F., Mohammad, Y., Altirkawi, K.A., Temsah, M., Kugbey, N., Ayanore, M.A., Alhassan, R.K., Ali, M., Ali, S., Alicandro, G., Kalhor, R., Alijanzadeh, M., Alinia, C., Yusefzadeh, H., Didarloo, A., Alizade, H., Nikpoor, A., Aljunid, S.M., Alla, F., Leal, L.F., Almasi-Hashiani, A., Moradzadeh, R., Zamanian, M., Nazari, J., Amini, S., Ghamari, F., Almasri, N.A., Khan, M., Al-Mekhlafi, H.M., Bedi, N., Alonso, J., Ciber, E.S.P., Al-Raddadi, R.M., Zakzuk, J., Alvis-Guzman, N., Alvis-Zakzuk, N.J., Castañeda-Orjuela, C.A., Malagón-Rojas, J.N., Gezae, K., Gesesew, H.A., Muthupandian, S., Gebremeskel, G.G., Berhe, K., Amare, B., Ayza, M.A., Gebremeskel, L.G., Gebreslassie, A.A.A., Bitew, H., Zewdie, K.A., Tela, F.G.G., Gill, T.K., Noubiap, J., Lassi, Z.S., Bhandari, D., Amit, A.L., Antonio, C.T., Faraon, E.A., Lopez, J.F., Atre, S.R., Ballew, S.H., Matsushita, K., Khoja, A.T., Daneshpajouhnejad, P., Ghadimi, M., Shafaat, O., Fanzo, J., Amugsi, D.A., Amul, G.H., Koh, D.S.Q., Venketasubramanian, N., Anbesu, E.W., Mohammed, J.A., Wondmeneh, T.G., Andrei, C., Negoi, R.I., Davitoiu, D.V., Manda, A., Negoi, I., Preotescu, L., Hostiuc, M., Hostiuc, S., Ancuceanu, R., Hasan, M., Leung, J., Anderlini, D., Mamun, A.A., Maravilla, J.C., McGrath, J.J., Lalloo, R., Uddin, R., Erskine, H.E., Knibbs, L.D., Mantilla Herrera, A.M., Santomauro, D.F., Mirica, A., Ausloos, M., Herteliu, C., Oţoiu, A., Pana, A., Andrei, T., Ştefan, S., Androudi, S., Angus, C., Ansari, I., Pourjafar, H., Shams-Beyranvand, M., Ansari-Moghaddam, A., Khammarnia, M., Antonazzo, I., Ferrara, P., Conti, S., Cortesi, P.A., Fornari, C., Lee, P.H., Antriyandarti, E., Yousefi, Z., Rafiei, A., Javidnia, J., Faridnia, R., Anvari, D., Goudarzian, A., Moosazadeh, M., Rezai, M., Daryani, A., Fareed, M., Anwer, R., Appiah, S., Paudel, D., Dichgans, M., Riahi, S., Rajabpour-Sanati, A., Arab-Zozani, M., Arba, A.A.K., Aremu, O., Ariani, F., Aripov, T., Armoon, B., Mahdavi, M.M., Arowosegbe, O.O., Tediosi, F., Aryal, K.K., Mosapour, A., Yaminfirooz, M., Arzani, A., Bijani, A., Jahani, M.A., Mouodi, S., Zamani, M., Asaad, M., Dianatinasab, M., Bahrami, M., Pakshir, K., Asadi-Pooya, 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Mokari, Amin, Mokdad, Ali H, Momen, Natalie C, Monasta, Lorenzo, Mooney, Meghan D, Moradi, Ghobad, Moradi, Masoud, Moradi-Joo, Mohammad, Moradi-Lakeh, Maziar, Moradzadeh, Rahmatollah, Moraga, Paula, Moreno Velásquez, Ilai, Morgado-da-Costa, Joana, Morrison, Shane Dougla, Mosser, Jonathan F, Mouodi, Simin, Mousavi, Seyyed Meysam, Mousavi Khaneghah, Amin, Mueller, Ulrich Otto, Musa, Kamarul Imran, Muthupandian, Saravanan, Nabavizadeh, Behnam, Naderi, Mehdi, Nagarajan, Ahamarshan Jayaraman, Naghavi, Mohsen, Naghshtabrizi, Behshad, Naik, Gurudatta, Najafi, Farid, Nangia, Vinay, Nansseu, Jobert Richie, Ndwandwe, Duduzile Edith, Negoi, Ionut, Negoi, Ruxandra Irina, Ngunjiri, Josephine W, Nguyen, Huong Lan Thi, Nguyen, Trang Huyen, Nigatu, Yeshambel T, Nikbakhsh, Rajan, Nikpoor, Amin Reza, Nixon, Molly R, Nnaji, Chukwudi A, Nomura, Shuhei, Noubiap, Jean Jacque, Nouraei Motlagh, Soraya, Nowak, Christoph, Oţoiu, Adrian, Odell, Christopher M, Oh, In-Hwan, Oladnabi, Morteza, Olagunju, Andrew T, Olusanya, Bolajoko Olubukunola, Olusanya, Jacob Olusegun, Omar Bali, Ahmed, Ong, Kanyin L, Onwujekwe, Obinna E, Ortiz, Alberto, Otstavnov, Nikita, Otstavnov, Stanislav S, Øverland, Simon, Owolabi, Mayowa O, P A, Mahesh, Padubidri, Jagadish Rao, Pakshir, Keyvan, Palladino, Raffaele, Pana, Adrian, Panda-Jonas, Songhomitra, Park, Jame, Pasupula, Deepak Kumar, Patel, Jenil R, Patel, Sangram Kishor, Patton, George C, Paulson, Katherine R, Pazoki Toroudi, Hamidreza, Pease, Spencer A, Peden, Amy E, Pepito, Veincent Christian Filipino, Peprah, Emmanuel K, Pereira, Alexandre, Pereira, David M, Perico, Norberto, Pigott, David M, Pilgrim, Thoma, Pilz, Tessa M, Piradov, Michael A, Pirsaheb, Meghdad, Pokhrel, Khem Narayan, Postma, Maarten J, Pourjafar, Hadi, Pourmalek, Farshad, Pourshams, Akram, Poznańska, Anna, Prada, Sergio I, Prakash, Sanjay, Preotescu, Liliana, Quazi Syed, Zahiruddin, Rabiee, Mohammad, Rabiee, Navid, Radfar, Amir, Rafiei, Alireza, Raggi, Alberto, Rahman, Muhammad Aziz, Rajabpour-Sanati, Ali, Ram, Pradhum, Ranabhat, Chhabi Lal, Rao, Sowmya J, Rasella, Davide, Rashedi, Vahid, Rastogi, Prateek, Rathi, Priya, Rawal, Lal, Remuzzi, Giuseppe, Renjith, Vishnu, Renzaho, Andre M N, Resnikoff, Serge, Rezaei, Nima, Rezai, Mohammad sadegh, Rezapour, Aziz, Rickard, Jennifer, Roever, Leonardo, Ronfani, Luca, Roshandel, Gholamreza, Rostamian, Morteza, Rubagotti, Enrico, Rwegerera, Godfrey M, Sabour, Siamak, Saddik, Basema, Sadeghi, Ehsan, Sadeghi, Masoumeh, Saeedi Moghaddam, Sahar, Safari, Yahya, Safi, Sare, Safiri, Saeid, Sagar, Rajesh, Sahebkar, Amirhossein, Sahraian, Mohammad Ali, Sajadi, S Mohammad, Salahshoor, Mohammad Reza, Salama, Joseph S, Salamati, Payman, Salem, Marwa R Rashad, Salimi, Yahya, Salomon, Joshua A, Salz, Inbal, Samad, Zainab, Samy, Abdallah M, Sanabria, Juan, Santric-Milicevic, Milena M, Saraswathy, Sivan Yegnanarayana Iyer, Sartorius, Benn, Sarveazad, Arash, Sathian, Brijesh, Sathish, Thirunavukkarasu, Sattin, Davide, Saylan, Mete, Schaeffer, Lauren E, Schiavolin, Silvia, Schwebel, David C, Schwendicke, Falk, Sekerija, Mario, Senbeta, Anbissa Muleta, Senthilkumaran, Subramanian, Sepanlou, Sadaf G, Serván-Mori, Edson, Shabani, Mahsima, Shahabi, Saeed, Shahbaz, Mohammad, Shaheen, Amira A, Shaikh, Masood Ali, Shalash, Ali S, Shams-Beyranvand, Mehran, Shamsi, Mohammadbagher, Shamsizadeh, Morteza, Shannawaz, Mohammed, Sharafi, Kiomar, Sharafi, Zeinab, Sharara, Fablina, Sharma, Rajesh, Shaw, David H, Sheikh, Aziz, Shin, Jae Il, Shiri, Rahman, Shrime, Mark G, Shuval, Kerem, Siabani, Soraya, Sigfusdottir, Inga Dora, Sigurvinsdottir, Rannveig, Silva, Diego Augusto Santo, Simonetti, Biagio, Simpson, Kyle E, Singh, Jasvinder A, Skiadaresi, Eirini, Skryabin, Valentin Yurievich, Soheili, Amin, Sokhan, Anton, Sorensen, Reed J D, Soriano, Joan B, Sorrie, Muluken Bekele, Soyiri, Ireneous N, Spurlock, Emma Elizabeth, Sreeramareddy, Chandrashekhar T, Stockfelt, Leo, Stokes, Mark A, Stubbs, Jacob L, Sudaryanto, Agu, Sufiyan, Mu'awiyyah Babale, Suliankatchi Abdulkader, Rizwan, Sykes, Bryan L, Tabarés-Seisdedos, Rafael, Tabb, Karen M, Tadakamadla, Santosh Kumar, Taherkhani, Amir, Tang, Muming, Taveira, Nuno, Taylor, Heather Jean, Teagle, Whitney L, Tehrani-Banihashemi, Arash, Teklehaimanot, Berhane Fseha, Tessema, Zemenu Tadesse, Thankappan, Kavumpurathu Raman, Thomas, Nihal, Thrift, Amanda G, Titova, Mariya Vladimirovna, Tohidinik, Hamid Reza, Tonelli, Marcello, Topor-Madry, Roman, Topouzis, Foti, Tovani-Palone, Marcos Roberto Roberto, Traini, Eugenio, Tran, Bach Xuan, Travillian, Ravensara, Trias-Llimós, Sergi, Truelsen, Thomas Clement, Tudor Car, Lorainne, Unnikrishnan, Bhaskaran, Upadhyay, Era, Vacante, Marco, Vakilian, Alireza, Valdez, Pascual R, Valli, Alessandro, Vardavas, Constantine, Vasankari, Tommi Juhani, Vasconcelos, Ana Maria Nogale, Vasseghian, Yasser, Veisani, Yousef, Venketasubramanian, Narayanaswamy, Vidale, Simone, Violante, Francesco S, Vlassov, Vasily, Vollset, Stein Emil, Vos, Theo, Vujcic, Isidora S, Vukovic, Ana, Vukovic, Rade, Waheed, Yasir, Wallin, Mitchell Taylor, Walters, Magdalene K, Wang, Hongbo, Wang, Yuan-Pang, Watson, Stefanie, Wei, Jingkai, Weiss, Jordan, Weldesamuel, Girmay Teklay, Werdecker, Andrea, Westerman, Ronny, Whiteford, Harvey A, Wiangkham, Taweewat, Wiens, Kirsten E, Wijeratne, Tissa, Wiysonge, Charles Shey, Wojtyniak, Bogdan, Wolfe, Charles D A, Wondmieneh, Adam Belay, Wool, Eve E, Wu, Ai-Min, Wu, Junjie, Xu, Gelin, Yamada, Tomohide, Yamagishi, Kazumasa, Yano, Yuichiro, Yaya, Sanni, Yazdi-Feyzabadi, Vahid, Yearwood, Jamal A, Yeheyis, Tomas Y, Yilgwan, Christopher Sabo, Yip, Paul, Yonemoto, Naohiro, Yoon, Seok-Jun, Yoosefi Lebni, Javad, York, Hunter W, Younis, Mustafa Z, Younker, Theodore Patrick, Yousefi, Zabihollah, Yousefinezhadi, Taraneh, Yousuf, Abdilahi Yousuf, Yusefzadeh, Hasan, Zahirian Moghadam, Telma, Zakzuk, Josefina, Zaman, Sojib Bin, Zamani, Mohammad, Zamanian, Maryam, Zandian, Hamed, Zhang, Zhi-Jiang, Zheng, Peng, Zhou, Maigeng, Ziapour, Arash, Murray, Christopher J L, Collaborators, GBD 2019 Demographics, GBD 2019 Demographics Collaborator, Violante FS, Value, Affordability and Sustainability (VALUE), Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), Microbes in Health and Disease (MHD), Department of Earth Systems Analysis, Biomechanical Engineering, TechMed Centre, Biomolecular Nanotechnology, Research Methodology, Measurement and Data Analysis, Materials Science and Technology of Polymers, Inorganic Materials Science, MESA+ Institute, Biomedical and Environmental Sensorsystems, Mesoscale Chemical Systems, Faculty of Engineering Technology, Nonlinear Solid Mechanics, Digital Society Institute, Pervasive Systems, Nanobiophysics, Faculty of Geo-Information Science and Earth Observation, Multi Scale Mechanics, Engineering Fluid Dynamics, Physics of Complex Fluids, Developmental BioEngineering, Physics of Fluids, Elastomer Technology and Engineering, Medical Cell Biophysics, European Membrane Institute, Department of Earth Observation Science, Biomaterials Science and Technology, Sustainable Process Technology, Department of Urban and Regional Planning and Geo-Information Management, Department of Natural Resources, XUV Optics, Databases (Former), Department of Water Resources, Psychology, Health & Technology, Membrane Science & Technology, Department of Public Health, Clinicum, HUS Neurocenter, HUS Comprehensive Cancer Center, and Environmental Sciences

Subjects
Male, very elderly, Demographic transition, HALE, 030204 cardiovascular system & hematology, preschool child, Global Burden of Disease, Carga Global de Enfermedades, 0302 clinical medicine, newborn, Risk Factors, Surveys and Questionnaires, and Risk Factors Study, 80 and over, 030212 general & internal medicine, Birth Rate, Child, Migration, 11 Medical and Health Sciences, Aged, 80 and over, education.field_of_study, Injuries, Geography, Mortality rate, 1. No poverty, DEATH, Censuses, General Medicine, SDG 10 - Reduced Inequalities, Middle Aged, Demographic analysis, 3142 Public health care science, environmental and occupational health, 3. Good health, demographic analysis, Estilo de Vida Saludable, risk factor, Child, Preschool, Demography/statistics & numerical data, Global Burden of Diseases, Injuries, Risk Factors, Fertility, Mortality, Migration, Population, epidemiology, Female, A990 Medicine and Dentistry not elsewhere classified, CHILD-MORTALITY, Live Birth, Global Health Metrics, TRANSITION, demographics, GBD, fertility, mortality, hale, Adult, Adolescent, Total fertility rate, Population, Global Burden of Diseases, Injuries, and Risk Factors Study, Birth rate, 03 medical and health sciences, Young Adult, Life Expectancy, SDG 3 - Good Health and Well-being, General & Internal Medicine, SYSTEMATIC ANALYSIS, Demografía, Humans, Global Burden of Disease Study, human, Mortality, education, Preschool, Aged, Demography, Spatial Analysis, questionnaire, Infant, Newborn, Klinisk medicin, HIV, Infant, Global Burden of Diseases, sex-specific fertility, Live Birth/epidemiology, purl.org/pe-repo/ocde/ford#3.02.00 [https], MODEL, Fertilidad, Fertility, Demographic change, Life expectancy, NA, global disease burden, Clinical Medicine, population research
Abstract

Background Accurate and up-to-date assessment of demographic metrics is crucial for understanding a wide range of social, economic, and public health issues that affect populations worldwide. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 produced updated and comprehensive demographic assessments of the key indicators of fertility, mortality, migration, and population for 204 countries and territories and selected subnational locations from 1950 to 2019. Methods 8078 country-years of vital registration and sample registration data, 938 surveys, 349 censuses, and 238 other sources were identified and used to estimate age-specific fertility. Spatiotemporal Gaussian process regression (ST-GPR) was used to generate age-specific fertility rates for 5-year age groups between ages 15 and 49 years. With extensions to age groups 10-14 and 50-54 years, the total fertility rate (TFR) was then aggregated using the estimated age-specific fertility between ages 10 and 54 years. 7417 sources were used for under-5 mortality estimation and 7355 for adult mortality. ST-GPR was used to synthesise data sources after correction for known biases. Adult mortality was measured as the probability of death between ages 15 and 60 years based on vital registration, sample registration, and sibling histories, and was also estimated using ST-GPR. HIV-free life tables were then estimated using estimates of under-5 and adult mortality rates using a relational model life table system created for GBD, which closely tracks observed age-specific mortality rates from complete vital registration when available. Independent estimates of HIV-specific mortality generated by an epidemiological analysis of HIV prevalence surveys and antenatal clinic serosurveillance and other sources were incorporated into the estimates in countries with large epidemics. Annual and single-year age estimates of net migration and population for each country and territory were generated using a Bayesian hierarchical cohort component model that analysed estimated age-specific fertility and mortality rates along with 1250 censuses and 747 population registry years. We classified location-years into seven categories on the basis of the natural rate of increase in population (calculated by subtracting the crude death rate from the crude birth rate) and the net migration rate. We computed healthy life expectancy (HALE) using years lived with disability (YLDs) per capita, life tables, and standard demographic methods. Uncertainty was propagated throughout the demographic estimation process, including fertility, mortality, and population, with 1000 draw-level estimates produced for each metric. Findings The global TFR decreased from 2.72 (95% uncertainty interval [UI] 2.66-2.79) in 2000 to 2.31 (2.17-2.46) in 2019. Global annual livebirths increased from 134.5 million (131.5-137.8) in 2000 to a peak of 139.6 million (133.0-146.9) in 2016. Global livebirths then declined to 135.3 million (127.2-144.1) in 2019. Of the 204 countries and territories included in this study, in 2019, 102 had a TFR lower than 2.1, which is considered a good approximation of replacement-level fertility. All countries in sub-Saharan Africa had TFRs above replacement level in 2019 and accounted for 27.1% (95% UI 26.4-27.8) of global livebirths. Global life expectancy at birth increased from 67.2 years (95% UI 66.8-67.6) in 2000 to 73.5 years (72.8-74.3) in 2019. The total number of deaths increased from 50.7 million (49.5-51.9) in 2000 to 56.5 million (53.7-59.2) in 2019. Under-5 deaths declined from 9.6 million (9.1-10.3) in 2000 to 5.0 million (4.3-6.0) in 2019. Global population increased by 25.7%, from 6.2 billion (6.0-6.3) in 2000 to 7.7 billion (7.5-8.0) in 2019. In 2019, 34 countries had negative natural rates of increase; in 17 of these, the population declined because immigration was not sufficient to counteract the negative rate of decline. Globally, HALE increased from 58.6 years (56.1-60.8) in 2000 to 63.5 years (60.8-66.1) in 2019. HALE increased in 202 of 204 countries and territories between 2000 and 2019. Interpretation Over the past 20 years, fertility rates have been dropping steadily and life expectancy has been increasing, with few exceptions. Much of this change follows historical patterns linking social and economic determinants, such as those captured by the GBD Socio-demographic Index, with demographic outcomes. More recently, several countries have experienced a combination of low fertility and stagnating improvement in mortality rates, pushing more populations into the late stages of the demographic transition. Tracking demographic change and the emergence of new patterns will be essential for global health monitoring. Copyright (C) 2020 The Author(s). Published by Elsevier Ltd.

Published
2020

16. Selective cutoff reporting in studies of the accuracy of the Patient Health Questionnaire‐9 and Edinburgh Postnatal Depression Scale: Comparison of results based on published cutoffs versus all cutoffs using individual participant data meta‐analysis

Author

Neupane, D., Levis, B., Bhandari, P.M., Thombs, B.D., Benedetti, A., Sun, Y., He, C., Wu, Y., Krishnan, A., Negeri, Z., Imran, M., Rice, D.B., Riehm, K.E., Saadat, N., Azar, M., Sanchez, T.A., Chiovitti, M.J., Levis, A.W., Boruff, J.T., Cuijpers, P., Gilbody, S., Ioannidis, J.P.A., Kloda, L.A., Patten, S.B., Shrier, I., Ziegelstein, R.C., Comeau, L., Mitchell, N.D., Tonelli, M., Vigod, S.N., Akena, D.H., Alvarado, R., Arroll, B., Bakare, M.O., Baradaran, H.R., Beck, C.T., Bombardier, C.H., Bunevicius, A., Carter, G., Chagas, M.H., Chaudron, L.H., Cholera, R., Clover, K., Conwell, Y., Castro e Couto, T., de Man-van Ginkel, J.M., Delgadillo, J., Fann, J.R., Favez, N., Fung, D., Garcia-Esteve, L., Gelaye, B., Goodyear-Smith, F., Hyphantis, T., Inagaki, M., Ismail, K., Jetté, N., Khalifa, D.S., Khamseh, M.E., Kohlhoff, J., Kozinszky, Z., Kusminskas, L., Liu, S.-I., Lotrakul, M., Loureiro, S.R., Löwe, B., Sidik, S.M., Nakić Radoš, S., Osório, F.L., Pawlby, S.J., Pence, B.W., Rochat, T.J., Rooney, A.G., Sharp, D.J., Stafford, L., Su, K.-P., Sung, S.C., Tadinac, M., Darius Tandon, S., Thiagayson, P., Töreki, A., Torres-Giménez, A., Turner, A., van der Feltz-Cornelis, C.M., Vega Dienstmaier, Johann Martín, Vöhringer, P.A., White, J., Whooley, M.A., Winkley, K., Yamada, M., DEPRESsion Screening Data (DEPRESSD) Collaboration, Clinical Psychology, World Health Organization (WHO) Collaborating Center, APH - Global Health, and APH - Mental Health

Subjects
Astrophysics::High Energy Astrophysical Phenomena, Bivariate analysis, Patient Health Questionnaire, Sensitivity and Specificity, 03 medical and health sciences, 0302 clinical medicine, male, diagnostic test accuracy, individual participant data meta‐analysis, meta‐analysis, publication bias, selective cutoff reporting, Bias, Statistics, Humans, Cutoff, Medicine, controlled study, Edinburgh Postnatal Depression Scale, diagnostic test accuracy study, human, Psychiatric Status Rating Scales, Depressive Disorder, Major, business.industry, adult, Individual participant data, article, Original Articles, Publication bias, Random effects model, individual participant data meta-analysis, 030227 psychiatry, meta-analysis, Psychiatry and Mental health, female, Meta-analysis, diagnostic accuracy, Original Article, business, 030217 neurology & neurosurgery, meta analysis, Patient Health Questionnaire 9
Abstract

Objectives\ud \ud Selectively reported results from only well-performing cutoffs in diagnostic accuracy studies may bias estimates in meta-analyses. We investigated cutoff reporting patterns for the Patient Health Questionnaire-9 (PHQ-9; standard cutoff 10) and Edinburgh Postnatal Depression Scale (EPDS; no standard cutoff, commonly used 10–13) and compared accuracy estimates based on published cutoffs versus all cutoffs.\ud \ud \ud \ud Methods\ud \ud We conducted bivariate random effects meta-analyses using individual participant data to compare accuracy from published versus all cutoffs.\ud \ud \ud \ud Results\ud \ud For the PHQ-9 (30 studies, N = 11,773), published results underestimated sensitivity for cutoffs below 10 (median difference: −0.06) and overestimated for cutoffs above 10 (median difference: 0.07). EPDS (19 studies, N = 3637) sensitivity estimates from published results were similar for cutoffs below 10 (median difference: 0.00) but higher for cutoffs above 13 (median difference: 0.14). Specificity estimates from published and all cutoffs were similar for both tools. The mean cutoff of all reported cutoffs in PHQ-9 studies with optimal cutoff below 10 was 8.8 compared to 11.8 for those with optimal cutoffs above 10. Mean for EPDS studies with optimal cutoffs below 10 was 9.9 compared to 11.8 for those with optimal cutoffs greater than 10.\ud \ud \ud \ud Conclusion\ud \ud Selective cutoff reporting was more pronounced for the PHQ-9 than EPDS.

Published
2021

17. Probability of major depression classification based on the SCID, CIDI, and MINI diagnostic interviews: A synthesis of three individual participant data meta-analyses

Author

Wu, Y. Levis, B. Ioannidis, J.P.A. Benedetti, A. Thombs, B.D. Sun, Y. He, C. Krishnan, A. Bhandari, P.M. Neupane, D. Negeri, Z. Imran, M. Rice, D.B. Riehm, K.E. Saadat, N. Azar, M. Levis, A.W. Sanchez, T.A. Chiovitti, M.J. Yan, X.W. Boruff, J. Kloda, L.A. Cuijpers, P. Gilbody, S. McMillan, D. Patten, S.B. Shrier, I. Ziegelstein, R.C. Comeau, L. Mitchell, N.D. Tonelli, M. Vigod, S.N. Henry, M. Ismail, Z. Loiselle, C.G. Akena, D.H. Al-Adawi, S. Alamri, S.H. Alvarado, R. Alvarado-Esquivel, C. Amtmann, D. Arroll, B. Ayalon, L. Bakare, M.O. Baradaran, H.R. Barnes, J. Bavle, A.D. Beck, C.T. Beraldi, A. Bernstein, C.N. Bhana, A. Bindt, C. Bombardier, C.H. Boyce, P.M. Büel-Drabe, N. Buji, R.I. Bunevicius, A. Butnoriene, J. Bunevicius, R. Butterworth, P. Carter, G. Chagas, M.H. Chan, J.C.N. Chan, L.F. Chaudron, L.H. Chen, C.-K. Cholera, R. Clover, K. Conroy, R.M. Conway, A. Conwell, Y. Correa, H. Castro E Couto, T. Cukor, D. Dabscheck, E. Daray, F.M. De Figueiredo, F.P. De Man-Van Ginkel, J.M. Diez-Quevedo, C. Douven, E. Downing, M.G. Eapen, V. Fann, J.R. Feinstein, A. Ferentinos, P.P. Fernandes, M. Field, S. Figueiredo, B. Fischer, F.H. Fisher, J.R.W. Flint, A.J. Fujimori, M. Fung, D.S.S. Gallagher, P. Gandy, M. Garcia-Esteve, L. Garman, E.C. Gelaye, B. Gholizadeh, L. Giardinelli, L. Gibson, L.J. Goodyear-Smith, F. Grassi, L. Green, E.P. Greeno, C.G. Hall, B.J. Hantsoo, L. Haroz, E.E. Harter, M. Hegerl, U. Helle, N. Hides, L. Hobfoll, S.E. Honikman, S. Howard, L.M. Hudson, M. Hyphantis, T. Inagaki, M. Jenewein, J. Jeon, H.J. Jette, N. Keller, M. Khalifa, D.S. Khamseh, M.E. Kiely, K.M. Kim, S.-W. Kjargaard, M. Kohler, S. Kohlhoff, J. Kohrt, B.A. Kozinszky, Z. Kusminskas, L. Kwan, Y. Lamers, F. Lara, M.A. Lelli, L. Leonardou, A.A. Levin-Aspenson, H.F. Lotrakul, M. Loureiro, S.R. Lowe, B. Luitel, N.P. Lund, C. Maes, M. Marrie, R.A. Marsh, L. Martin-Santos, R. Marx, B.P. Massardo, L. Matsuoka, Y. Mehner, A. Meuti, V. Michopoulos, I. Misery, L. Sidik, S.M. Munhoz, T.N. Muramatsu, K. Radoš, S.N. Nakku, J.E.M. Navarrete, L. Garcia, P.N. Navines, R. Nishi, D. O'Donnell, M.L. Luwa E-Andjafono, D.O. Osório, F.L. Öztürk, A. Peceliuniene, J. Pence, B.W. Persoons, P. Picardi, A. Pintor, L. Ponsford, J.L. Pugh, S.L. Quinn, T.J. Rancans, E. Rathod, S.D. Reme, S.E. Reuter, K. Robertson-Blackmore, E. Rochat, T.J. Rooney, A.G. Rowe, H.J. Sánchez-González, R. Santos, I.S. Schram, M.T. Schwarzbold, M.L. Cankorur, V.S. Shaaban, J. Sharpe, L. Shinn, E.H. Sidebottom, A. Simard, S. Simning, A. Singer, S. Siu, B.W.M. Skalkidou, A. Spangenberg, L. Stafford, L. Stein, A. Stewart, R.C. Stone, J. Su, K.-P. Sultan, S. Sundström-Poromaa, I. Sung, S.C. Suzuki, K. Tadinac, M. Tan, P.L.L. Tandon, S.D. Taylor-Rowan, M. Teixeira, A.L. Tendais, I. Thiagayson, P. Tiringer, I. Töreki, A. Torres-Giménez, A. Tran, T.D. Trevillion, K. Tung, K.-Y. Turner, A. Turner, K. Van Der Feltz-Cornelis, C.M. Van Heyningen, T. Van Weert, H.C. Vega-Dienstmaier, J.M. Vöhringer, P.A. Wagner, L.I. Walterfang, M. Wang, J.L. Wang, W. Wang, L.-J. White, J. Wong, D.K. Wynter, K. Yamada, M. Yonkers, K.A. Zeng, Q.Z. Zhang, Y. DEPRESsion Screening Data (DEPRESSD) Collaboration

Abstract

Introduction: Three previous individual participant data meta-analyses (IPDMAs) reported that, compared to the Structured Clinical Interview for the DSM (SCID), alternative reference standards, primarily the Composite International Diagnostic Interview (CIDI) and the Mini International Neuropsychiatric Interview (MINI), tended to misclassify major depression status, when controlling for depression symptom severity. However, there was an important lack of precision in the results. Objective: To compare the odds of the major depression classification based on the SCID, CIDI, and MINI. Methods: We included and standardized data from 3 IPDMA databases. For each IPDMA, separately, we fitted binomial generalized linear mixed models to compare the adjusted odds ratios (aORs) of major depression classification, controlling for symptom severity and characteristics of participants, and the interaction between interview and symptom severity. Next, we synthesized results using a DerSimonian-Laird random-effects meta-analysis. Results: In total, 69,405 participants (7,574 [11%] with major depression) from 212 studies were included. Controlling for symptom severity and participant characteristics, the MINI (74 studies; 25,749 participants) classified major depression more often than the SCID (108 studies; 21,953 participants; aOR 1.46; 95% confidence interval [CI] 1.11-1.92]). Classification odds for the CIDI (30 studies; 21,703 participants) and the SCID did not differ overall (aOR 1.19; 95% CI 0.79-1.75); however, as screening scores increased, the aOR increased less for the CIDI than the SCID (interaction aOR 0.64; 95% CI 0.52-0.80). Conclusions: Compared to the SCID, the MINI classified major depression more often. The odds of the depression classification with the CIDI increased less as symptom levels increased. Interpretation of research that uses diagnostic interviews to classify depression should consider the interview characteristics. © 2020

Published
2020

18. Depression prevalence using the HADS-D compared to SCID major depression classification: An individual participant data meta-analysis

Author

Brehaut, E. Neupane, D. Levis, B. Wu, Y. Sun, Y. Krishnan, A. He, C. Bhandari, P.M. Negeri, Z. Riehm, K.E. Rice, D.B. Azar, M. Yan, X.W. Imran, M. Chiovitti, M.J. Saadat, N. Cuijpers, P. Ioannidis, J.P.A. Markham, S. Patten, S.B. Ziegelstein, R.C. Henry, M. Ismail, Z. Loiselle, C.G. Mitchell, N.D. Tonelli, M. Boruff, J.T. Kloda, L.A. Beraldi, A. Braeken, A.P.B.M. Carter, G. Clover, K. Conroy, R.M. Cukor, D. da Rocha e Silva, C.E. De Souza, J. Downing, M.G. Feinstein, A. Ferentinos, P.P. Fischer, F.H. Flint, A.J. Fujimori, M. Gallagher, P. Goebel, S. Jetté, N. Julião, M. Keller, M. Kjærgaard, M. Love, A.W. Löwe, B. Martin-Santos, R. Michopoulos, I. Navines, R. O'Rourke, S.J. Öztürk, A. Pintor, L. Ponsford, J.L. Rooney, A.G. Sánchez-González, R. Schwarzbold, M.L. Sharpe, M. Simard, S. Singer, S. Stone, J. Tung, K.-Y. Turner, A. Walker, J. Walterfang, M. White, J. Benedetti, A. Thombs, B.D.

Abstract

Objectives: Validated diagnostic interviews are required to classify depression status and estimate prevalence of disorder, but screening tools are often used instead. We used individual participant data meta-analysis to compare prevalence based on standard Hospital Anxiety and Depression Scale – depression subscale (HADS-D) cutoffs of ≥8 and ≥11 versus Structured Clinical Interview for DSM (SCID) major depression and determined if an alternative HADS-D cutoff could more accurately estimate prevalence. Methods: We searched Medline, Medline In-Process & Other Non-Indexed Citations via Ovid, PsycINFO, and Web of Science (inception-July 11, 2016) for studies comparing HADS-D scores to SCID major depression status. Pooled prevalence and pooled differences in prevalence for HADS-D cutoffs versus SCID major depression were estimated. Results: 6005 participants (689 SCID major depression cases) from 41 primary studies were included. Pooled prevalence was 24.5% (95% Confidence Interval (CI): 20.5%, 29.0%) for HADS-D ≥8, 10.7% (95% CI: 8.3%, 13.8%) for HADS-D ≥11, and 11.6% (95% CI: 9.2%, 14.6%) for SCID major depression. HADS-D ≥11 was closest to SCID major depression prevalence, but the 95% prediction interval for the difference that could be expected for HADS-D ≥11 versus SCID in a new study was −21.1% to 19.5%. Conclusions: HADS-D ≥8 substantially overestimates depression prevalence. Of all possible cutoff thresholds, HADS-D ≥11 was closest to the SCID, but there was substantial heterogeneity in the difference between HADS-D ≥11 and SCID-based estimates. HADS-D should not be used as a substitute for a validated diagnostic interview. © 2020 Elsevier Inc.

Published
2020

19. Probability of major depression diagnostic classification based on the SCID, CIDI and MINI diagnostic interviews controlling for Hospital Anxiety and Depression Scale – Depression subscale scores: An individual participant data meta-analysis of 73 primary studies

Author

Wu, Y. Levis, B. Sun, Y. Krishnan, A. He, C. Riehm, K.E. Rice, D.B. Azar, M. Yan, X.W. Neupane, D. Bhandari, P.M. Imran, M. Chiovitti, M.J. Saadat, N. Boruff, J.T. Cuijpers, P. Gilbody, S. McMillan, D. Ioannidis, J.P.A. Kloda, L.A. Patten, S.B. Shrier, I. Ziegelstein, R.C. Henry, M. Ismail, Z. Loiselle, C.G. Mitchell, N.D. Tonelli, M. Al-Adawi, S. Beraldi, A. Braeken, A.P.B.M. Büel-Drabe, N. Bunevicius, A. Carter, G. Chen, C.-K. Cheung, G. Clover, K. Conroy, R.M. Cukor, D. da Rocha e Silva, C.E. Dabscheck, E. Daray, F.M. Douven, E. Downing, M.G. Feinstein, A. Ferentinos, P.P. Fischer, F.H. Flint, A.J. Fujimori, M. Gallagher, P. Gandy, M. Goebel, S. Grassi, L. Härter, M. Jenewein, J. Jetté, N. Julião, M. Kim, J.-M. Kim, S.-W. Kjærgaard, M. Köhler, S. Loosman, W.L. Löwe, B. Martin-Santos, R. Massardo, L. Matsuoka, Y. Mehnert, A. Michopoulos, I. Misery, L. Navines, R. O'Donnell, M.L. Öztürk, A. Peceliuniene, J. Pintor, L. Ponsford, J.L. Quinn, T.J. Reme, S.E. Reuter, K. Rooney, A.G. Sánchez-González, R. Schwarzbold, M.L. Senturk Cankorur, V. Shaaban, J. Sharpe, L. Sharpe, M. Simard, S. Singer, S. Stafford, L. Stone, J. Sultan, S. Teixeira, A.L. Tiringer, I. Turner, A. Walker, J. Walterfang, M. Wang, L.-J. White, J. Wong, D.K. Benedetti, A. Thombs, B.D.

Abstract

Objective: Two previous individual participant data meta-analyses (IPDMAs) found that different diagnostic interviews classify different proportions of people as having major depression overall or by symptom levels. We compared the odds of major depression classification across diagnostic interviews among studies that administered the Depression subscale of the Hospital Anxiety and Depression Scale (HADS-D). Methods: Data accrued for an IPDMA on HADS-D diagnostic accuracy were analysed. We fit binomial generalized linear mixed models to compare odds of major depression classification for the Structured Clinical Interview for DSM (SCID), Composite International Diagnostic Interview (CIDI), and Mini International Neuropsychiatric Interview (MINI), controlling for HADS-D scores and participant characteristics with and without an interaction term between interview and HADS-D scores. Results: There were 15,856 participants (1942 [12%] with major depression) from 73 studies, including 15,335 (97%) non-psychiatric medical patients, 164 (1%) partners of medical patients, and 357 (2%) healthy adults. The MINI (27 studies, 7345 participants, 1066 major depression cases) classified participants as having major depression more often than the CIDI (10 studies, 3023 participants, 269 cases) (adjusted odds ratio [aOR] = 1.70 (0.84, 3.43)) and the semi-structured SCID (36 studies, 5488 participants, 607 cases) (aOR = 1.52 (1.01, 2.30)). The odds ratio for major depression classification with the CIDI was less likely to increase as HADS-D scores increased than for the SCID (interaction aOR = 0.92 (0.88, 0.96)). Conclusion: Compared to the SCID, the MINI may diagnose more participants as having major depression, and the CIDI may be less responsive to symptom severity. © 2019 Elsevier Inc.

Published
2020

20. Validation of the COVID-19 Fears Questionnaires for Chronic Medical Conditions: A Scleroderma Patient-centered Intervention Network COVID-19 Cohort study

Author

Wu, Y., Kwakkenbos, L., Henry, R.S., Tao, L.X., Harb, S., Bourgeault, A., Carrier, M.E., Levis, B., Sun, Y., Bhandari, P.M., Carboni-Jiménez, A., Gagarine, M., He, C., Krishnan, A., Negeri, Z.F., Neupane, D., Mouthon, L., Bartlett, S.J., Benedetti, A., Thombs, B.D., Culos-Reed, N., El-Baalbaki, G., Hebblethwaite, S., Patten, S.B., Varga, J., Bustamante, L., Duchek, D., Ellis, K., Rice, D.B., Dyas, L., Fortune, C., Gietzen, A., Guillot, G., Lewis, N., Nielsen, K., Richard, M., Sauvé, M., Welling, J.J.K.C., Wu, Y., Kwakkenbos, L., Henry, R.S., Tao, L.X., Harb, S., Bourgeault, A., Carrier, M.E., Levis, B., Sun, Y., Bhandari, P.M., Carboni-Jiménez, A., Gagarine, M., He, C., Krishnan, A., Negeri, Z.F., Neupane, D., Mouthon, L., Bartlett, S.J., Benedetti, A., Thombs, B.D., Culos-Reed, N., El-Baalbaki, G., Hebblethwaite, S., Patten, S.B., Varga, J., Bustamante, L., Duchek, D., Ellis, K., Rice, D.B., Dyas, L., Fortune, C., Gietzen, A., Guillot, G., Lewis, N., Nielsen, K., Richard, M., Sauvé, M., and Welling, J.J.K.C.

Abstract

Contains fulltext : 226380.pdf (publisher's version ) (Closed access), Objective: Fear associated with medical vulnerability should be considered when assessing mental health among individuals with chronic medical conditions during the COVID-19 pandemic. The objective was to develop and validate the COVID-19 Fears Questionnaire for Chronic Medical Conditions. Methods: Fifteen initial items were generated based on suggestions from 121 people with the chronic autoimmune disease systemic sclerosis (SSc; scleroderma). Patients in a COVID-19 SSc cohort completed items between April 9 and 27, 2020. Exploratory factor analysis (EFA) and item analysis were used to select items for inclusion. Cronbach's alpha and Pearson correlations were used to evaluate internal consistency reliability and convergent validity. Factor structure was confirmed with confirmatory factor analysis (CFA) in follow-up data collection two weeks later. Results: 787 participants completed baseline measures; 563 of them completed the follow-up assessment. Ten of 15 initial items were included in the final questionnaire. EFA suggested that a single dimension explained the data reasonably well. There were no indications of floor or ceiling effects. Cronbach's alpha was 0.91. Correlations between the COVID-19 Fears Questionnaire and measures of anxiety (r = 0.53), depressive symptoms (r = 0.44), and perceived stress (r = 0.50) supported construct validity. CFA supported the single-factor structure (χ2(35) = 311.2, p < 0.001, Tucker-Lewis Index = 0.97, Comparative Fit Index = 0.96, Root Mean Square Error of Approximation = 0.12). Conclusion: The COVID-19 Fears Questionnaire for Chronic Medical Conditions can be used to assess fear among people at risk due to pre-existing medical conditions during the COVID-19 pandemic.

Published
2020

21. Changes in mental health symptoms from pre-COVID-19 to COVID-19 among participants with systemic sclerosis from four countries: A Scleroderma Patient-centered Intervention Network (SPIN) Cohort study

Author

Thombs, B.D., Kwakkenbos, L., Henry, R.S., Carrier, M.E., Patten, S.B., Harb, S., Bourgeault, A., Tao, L.X., Bartlett, S.J., Mouthon, L., Varga, J., Benedetti, A., Thombs, B.D., Kwakkenbos, L., Henry, R.S., Carrier, M.E., Patten, S.B., Harb, S., Bourgeault, A., Tao, L.X., Bartlett, S.J., Mouthon, L., Varga, J., and Benedetti, A.

Abstract

Contains fulltext : 226206.pdf (Publisher’s version ) (Closed access), Introduction: No studies have reported mental health symptom comparisons prior to and during COVID-19 in vulnerable medical populations. Objective: To compare anxiety and depression symptoms among people with a pre-existing medical condition and factors associated with changes. Methods: Pre-COVID-19 Scleroderma Patient-centered Intervention Network Cohort data were linked to COVID-19 data from April 2020. Multiple linear and logistic regression were used to assess factors associated with continuous change and ≥ 1 minimal clinically important difference (MCID) change for anxiety (PROMIS Anxiety 4a v1.0; MCID = 4.0) and depression (Patient Health Questionnaire-8; MCID = 3.0) symptoms, controlling for pre-COVID-19 levels. Results: Mean anxiety symptoms increased 4.9 points (95% confidence interval [CI] 4.0 to 5.7). Depression symptom change was negligible (0.3 points; 95% CI -0.7 to 0.2). Compared to France (N = 159), adjusted anxiety symptom change scores were significantly higher in the United Kingdom (N = 50; 3.3 points, 95% CI 0.9 to 5.6), United States (N = 128; 2.5 points, 95% CI 0.7 to 4.2), and Canada (N = 98; 1.9 points, 95% CI 0.1 to 3.8). Odds of >=1 MCID increase were 2.6 for the United Kingdom (95% CI 1.2 to 5.7) but not significant for the United States (1.6, 95% CI 0.9 to 2.9) or Canada (1.4, 95% CI 0.7 to 2.5). Older age and adequate financial resources were associated with less continuous anxiety increase. Employment and shorter time since diagnosis were associated with lower odds of a >= 1 MCID increase. Conclusions: Anxiety symptoms, but not depression symptoms, increased dramatically during COVID-19 among people with a pre-existing medical condition.

Published
2020

22. Five insights from the Global Burden of Disease Study 2019.

Author

Hamadeh R.R., Soyiri I.N., Sreeramareddy C.T., Srinivasan V., Sripada K., Stovner L.J., Stockfelt L., Sultan I., Swope C.B., Vaicekonyte R., Sykes B.L., Szumowski L., Tabb K.M., Tabuchi T., Taddele B.W., Tahir Z., Tareque M.I., Tarigan I.U., Taveira N., Thankappan K.R., Thomas N., Varughese S., Touvier M., Tran B.X., Tsatsakis A., Vardavas C., Ullah I., Umeokonkwo C.D., Undurraga E.A., Upadhyay E., Vasankari T.J., Vasconcelos A.N., Veisani Y., Vidale S., Waheed Y., Wei J., Wang F., Zhao X.G., Wang Y., Yu C., Zhang Z., Wang H., Weiss J., Wiangkham T., Wickramasinghe N.D., Wu A., Xie Y., Xu G., Yahyazadeh Jabbari S., Yilgwan C.S., Yonemoto N., Younis M.Z., Younker T.P., Yu Y., Zaidi S., Zhang J., Zhang Y., Zheleva B., Zhu C., Abbafati C., Machado D.B., Cislaghi B., Salman O.M., Karanikolos M., McKee M., Abbas K.M., Brady O.J., Larson H.J., Trias-Llimos S., Cummins S., Langan S.M., Sartorius B., Hafiz A., Jenabi E., Mohammad Gholi Mezerji N., Borzouei S., Azarian G., Khazaei S., Abbasi M., Asghari B., Masoumi S., Komaki H., Taherkhani A., Adabi M., Abbasifard M., Bazmandegan G., Kamiab Z., Vakilian A., Anjomshoa M., Mokari A., Sabour S., Shahbaz M., Saeedi R., Ahmadieh H., Yousefinezhadi T., Haj-Mirzaian A., Nikbakhsh R., Safi S., Asgari S., Irvani S.N., Jahanmehr N., Ramezanzadeh K., Abbasi-Kangevari M., Khayamzadeh M., Abbastabar H., Shirkoohi R., Fazlzadeh M., Janjani H., Hosseini M., Mansournia M., Tohidinik H., Bakhtiari A., Fazaeli A., Mousavi S., Hasanzadeh A., Nabavizadeh B., Malekzadeh R., Hashemian M., Pourshams A., Salimzadeh H., Sepanlou S.G., Afarideh M., Esteghamati A., Esteghamati S., Ghajar A., Heidari B., Rezaei N., Mohamadi E., Rahimi-Movaghar A., Rahim F., Eskandarieh S., Sahraian M., Mohebi F., Aminorroaya A., Ebrahimi H., Farzadfar F., Mohajer B., Pishgar F., Saeedi Moghaddam S., Shabani M., Zarafshan H., Abolhassani H., Hafezi-Nejad N., Heidari-Soureshjani R., Abdollahi M., Farahmand M., Salamati P., Mehrabi Nasab E., Tajdini M., Aghamir S., Mirzaei R., Dibaji Forooshani Z., Khater M.M., Abd-Allah F., Abdelalim A., Abualhasan A., El-Jaafary S.I., Hassan A., Elsharkawy A., Khater A.M., Elhabashy H.R., Salem M.R.R., Salem H., Sadeghi M., Jafarinia M., Amini-Rarani M., Mohammadifard N., Sarrafzadegan N., Abdollahpour I., Sarveazad A., Tehrani-Banihashemi A., Yoosefi Lebni J., Manafi N., Pazoki Toroudi H., Dorostkar F., Alipour V., Sheikhtaheri A., Arabloo J., Azari S., Ghashghaee A., Rezapour A., Naserbakht M., Kabir A., Mehri F., Yousefifard M., Asadi-Aliabadi M., Babaee E., Eshrati B., Goharinezhad S., Moradi M., Abedi P., Rashedi V., Kumar V., Elgendy I.Y., Basu S., Park J., Pereira A., Norheim O.F., Eagan A.W., Cahill L.E., Sheikh A., Abushouk A.I., Thakur B., Barnighausen T.W., Shrime M.G., Abedi A., Doshi C.P., Abegaz K.H., Geberemariyam B.S., Aynalem Y.A., Shiferaw W.S., Abosetugn A.E., Aboyans V., Abrams E.M., Gitimoghaddam M., Kissoon N., Stubbs J.L., Brauer M., Iyamu I.O., Kopec J.A., Pourmalek F., Ribeiro A.P., Malta D.C., Gomez R.S., Abreu L.G., Abrigo M.R.M., Almulhim A.M., Dahlawi S.M.A., Pottoo F.H., Menezes R.G., Alanzi T.M., Alumran A.K., Abu Haimed A.K., Madadin M., Alanezi F.M., Abu-Gharbieh E., Saddik B., Abu-Raddad L.J., Samy A.M., El Nahas N., Shalash A.S., Nabhan A.F., Kamath A.M., Kassebaum N.J., Aravkin A.Y., Kochhar S., Sorensen R.J.D., Afshin A., Burkart K., Cromwell E.A., Gakidou E., Hay S.I., Kyu H.H., Lopez A.D., Lozano R., Misganaw A.T., Mokdad A.H., Naghavi M., Pigott D.M., Reiner Jr R.C., Roth G.A., Stanaway J.D., Vollset S., Vos T., Lim S.S., Murray C.J.L., Kalani R., Ikuta K.S., Cho D.Y., Kneib C.J., Crowe C.S., Massenburg B.B., Morrison S.D., Acebedo A., Adelson J.D., Agesa K.M., Alam T., Albertson S.B., Anderson J.A., Antony C.M., Ashbaugh C., Assmus M., Azhar G., Balassyano S., Bannick M.S., Barthelemy C.M., Bender R.G., Bennitt F.B., Bertolacci G.J., Biehl M.H., Bisignano C., Boon-Dooley A.S., Briant P.S., Bryazka D., Bumgarner B.R., Callender C.S., Cao J., Castle C.D., Castro E., Causey K., Cercy K.M., Chalek J., Cohen A.J., Comfort H., Compton K., Croneberger A.J., Cruz J.A., Cunningham M., Dangel W.J., Dean F.E., DeCleene N.K., Deen A., Degenhardt L., Dingels Z.V., Dippenaar I.N., Dirac M.A., Dolgert A.J., Emmons-Bell S., Estep K., Farag T., Feigin V.L., Feldman R., Ferrara G., Ferrari A.J., Fitzgerald R., Force L.M., Fox J.T., Frank T.D., Fu W., Fukutaki K., Fuller J.E., Fullman N., Galles N.C., Gardner W.M., Gershberg Hayoon A., Goren E., Gorman T.M., Gottlich H.C., Guo G., Haddock B., Hagins H., Haile L.M., Hamilton E.B., Han C., Han H., Harvey J.D., Henny K., Henrikson H.J., Henry N.J., Herbert M.E., Hsiao T., Huynh C.K., Iannucci V.C., Ippolito H., Irvine C.M.S., Jafari H., Jahagirdar D., James S.L., Johnson C.O., Johnson S.C., Keller C., Kemmer L., Kendrick P.J., Knight M., Kocarnik J.M., Krohn K.J., Larson S.L., Lau K.M., Ledesma J.R., Leever A.T., LeGrand K.E., Lescinsky H., Lin C., Liu H., Liu Z., Lo J., Lu A., Ma J., Maddison E.R., Manguerra H., Marks A., Martopullo I., Mastrogiacomo C.I., May E.A., Mooney M.D., Mosser J.F., Mullany E.C., Mumford J., Munro S.B., Nandakumar V., Nguyen J., Nguyen M., Nichols E., Nixon M.R., Odell C.M., Ong K.L., Orji A.U., Ostroff S.M., Pasovic M., Paulson K.R., Pease S.A., Pennini A., Pierce M., Pilz T.M., Pletcher M., Rao P.C., Razo C., Redford S.B., Reinig N., Reitsma M.B., Rhinehart P., Robalik T., Roberts N.L.S., Rolfe S., Sbarra A.N., Schaeffer L.E., Shackelford K.A., Shadid J., Sharara F., Shaw D.H., Sheena B.S., Simpson K.E., Smith A., Spencer C.N., Spurlock E.E., Stark B.A., Steiner C., Steuben K.M., Sylte D.O., Tang M., Taylor H.J., Terrason S., Thomson A.M., Torre A.E., Travillian R., Troeger C.E., Vongpradith A., Walters M.K., Wang J., Watson A., Watson S., Whisnant J.L., Whiteford H.A., Wiens K.E., Wilner L.B., Wilson S., Wool E.E., Wozniak S.S., Wu J., Wulf Hanson S., Wunrow H., Xu R., Yadgir S., Yearwood J.A., York H.W., Yuan C., Zhao J.T., Zheng P., Zimsen S.R.M., Zlavog B.S., Chang A.Y., Oren E., Buchbinder R., Chin K.L., Guo Y., Polkinghorne K.R., Thrift A.G., Ackerman I.N., Cicuttini F.M., Li S., Zaman S., Suleria H., Cowie B.C., Wijeratne T., Patton G.C., Sawyer S.M., Adair T., Meretoja A., Adetokunboh O.O., Adamu A.A., Iwu C.J., Parry C.D.H., Seedat S., Ndwandwe D.E., Mahasha P.W., Stein D.J., Nnaji C.A., Sambala E.Z., Wiysonge C.S., Adebayo O.M., Ilesanmi O.S., Owolabi M.O., Adeoye A.M., Adedeji I.A., Adekanmbi V., Ibitoye S.E., John-Akinola Y.O., Oluwasanu M.M., Oghenetega O.B., Akinyemi R.O., Zandian H., Adham D., Zahirian Moghadam T., Advani S.M., Teagle W.L., Braithwaite D., Agasthi P., Saadatagah S., Afshari M., Agardh E.E., Allebeck P., Danielsson A., Deuba K., Carrero J.J., Fereshtehnejad S., Arnlov J., Nowak C., Cederroth C.R., Ahmadi A., Mills E.J., Kurmi O.P., Olagunju A.T., Agarwal G., Sathish T., Aghaali M., Mohammadbeigi A., Agrawal A., Ahmad T., Ahmadi K., Maleki S., Naderi M., Salahshoor M.R., Pourmirza Kalhori R., Almasi A., Salimi Y., Siabani S., Ziapour A., Barzegar A., Khazaie H., Kianipour N., Amiri F., Salehi Zahabi S., Mirzaei M., Shamsi M., Najafi F., Jalali A., Ghadiri K., Heydarpour F., Fattahi N., Karami Matin B., Kazemi Karyani A., Pirsaheb M., Rajati F., Sadeghi E., Safari Y., Sharafi K., Soltani S., Vasseghian Y., Atafar Z., Jalilian F., Mirzaei-Alavijeh M., Saeidi S., Soofi M., Zangeneh A., Mansouri B., Ahmadi M., Khafaie M.A., Safiri S., Moghadaszadeh M., Asghari Jafarabadi M., Doshmangir L., Jadidi-Niaragh F., Ghafourifard M., Spotin A., Khodayari M., Samadi Kafil H., Kalankesh L.R., Ahmadpour E., Yousefi B., Ansari F., Hassankhani H., Karimi S., Haririan H., Mereta S., Ahmed M.B., Feyissa G.T., Ciobanu L.G., Aji B., Aynalem G.L., Gebresillassie B., Tefera Y.G., Akalu T.Y., Baraki A.G., Tesema G.A., Tessema Z.T., Tamiru A.T., Azene Z.N., Netsere H.B., Yano Y., Akinyemiju T., Wu C., Zadey S., Samad Z., Ji J.S., Doshi P.P., John O., Jha V., Maulik P.K., Pesudovs K., Resnikoff S., Mitchell P.B., Sachdev P.S., Akombi B., Godinho M.A., Ivers R.Q., Peden A.E., Biswas R., Boufous S., Akunna C.J., Alahdab F., Hammer M.S., van Donkelaar A., Al-Aly Z., Dellavalle R.P., Alam S., Martin R.V., Alam N., De Leo D., Tadakamadla S.K., Alam K., Alcalde-Rabanal J.E., Avila-Burgos L., Servan-Mori E., Denova-Gutierrez E., Rodriguez-Ramirez S., Morales L., Poznanska A., Wojtyniak B., Rivera J.A., Campos-Nonato I.R., Campuzano Rincon J., Sanchez-Pimienta T.G., Mengesha M.B., Welay F.T., Alema N.M., Demsie D.G., Teame H., Teklehaimanot B.F., Alemu B.W., Gultie T., Bante A.B., Yeshitila Y.G., Geramo Y.C.D., Glagn M., Sorrie M.B., W/hawariat F.G., Amare A., Kasa A., Alemu Y., Mihretie K.M., Atnafu D.D., Demeke F.M., Melese A., Bante S.A., Dessie G.A., Mengesha E.W., Nigatu D., Almadi M.A.H., Alhabib K.F., Mohammad Y., Altirkawi K.A., Temsah M., Kugbey N., Ayanore M.A., Alhassan R.K., Ali M., Ali S., Alicandro G., Kalhor R., Alijanzadeh M., Alinia C., Yusefzadeh H., Didarloo A., Alizade H., Nikpoor A., Aljunid S.M., Alla F., Leal L.F., Almasi-Hashiani A., Moradzadeh R., Zamanian M., Nazari J., Amini S., Ghamari F., Almasri N.A., Khan M., Al-Mekhlafi H.M., Bedi N., Alonso J., Ciber E.S.P., Al-Raddadi R.M., Zakzuk J., Alvis-Guzman N., Alvis-Zakzuk N.J., Castaneda-Orjuela C.A., Malagon-Rojas J.N., Gezae K., Gesesew H.A., Muthupandian S., Berhe K., Amare B., Ayza M.A., Gebreslassie A.A.A., Bitew H., Zewdie K.A., Tela F.G.G., Gill T.K., Noubiap J., Lassi Z.S., Bhandari D., Amit A.L., Antonio C.T., Faraon E.A., Lopez J.F., Atre S.R., Ballew S.H., Matsushita K., Khoja A.T., Daneshpajouhnejad P., Ghadimi M., Shafaat O., Fanzo J., Amugsi D.A., Amul G.H., Koh D.S.Q., Venketasubramanian N., Anbesu E.W., Mohammed J.A., Wondmeneh T.G., Andrei C., Negoi R.I., Davitoiu D.V., Manda A., Negoi I., Preotescu L., Hostiuc M., Hostiuc S., Ancuceanu R., Hasan M., Leung J., Anderlini D., Mamun A.A., Maravilla J.C., McGrath J.J., Charlson F.J., Lalloo R., Uddin R., Erskine H.E., Knibbs L.D., 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Abstract

The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 provides a rules-based synthesis of the available evidence on levels and trends in health outcomes, a diverse set of risk factors, and health system responses. GBD 2019 covered 204 countries and territories, as well as first administrative level disaggregations for 22 countries, from 1990 to 2019. Because GBD is highly standardised and comprehensive, spanning both fatal and non-fatal outcomes, and uses a mutually exclusive and collectively exhaustive list of hierarchical disease and injury causes, the study provides a powerful basis for detailed and broad insights on global health trends and emerging challenges. GBD 2019 incorporates data from 281 586 sources and provides more than 3.5 billion estimates of health outcome and health system measures of interest for global, national, and subnational policy dialogue. All GBD estimates are publicly available and adhere to the Guidelines on Accurate and Transparent Health Estimate Reporting. From this vast amount of information, five key insights that are important for health, social, and economic development strategies have been distilled. These insights are subject to the many limitations outlined in each of the component GBD capstone papers.Copyright © 2020 Elsevier Ltd

Published
2020

23. Global age-sex-specific fertility, mortality, healthy life expectancy (HALE), and population estimates in 204 countries and territories, 1950-2019: a comprehensive demographic analysis for the Global Burden of Disease Study 2019.

Author

Hird T.R., Shannawaz M., Sharma R., Shin J., Shiri R., Sierpinski R., Sigurvinsdottir R., Silva D.A.S., Simonetti B., Singh A., Sinha D.N., Skiadaresi E., Skou S.T., Skryabin V.Y., Zastrozhin M.S., Soheili A., Sokhan A., Somefun O.D., Korotkova A.V., Soyiri I.N., Sreeramareddy C.T., Srinivasan V., Sripada K., Stovner L.J., Stockfelt L., Sultan I., Swope C.B., Vaicekonyte R., Sykes B.L., Szumowski L., Tabb K.M., Tabuchi T., Taddele B.W., Tahir Z., Tareque M.I., Tarigan I.U., Taveira N., Thankappan K.R., Thomas N., Varughese S., Touvier M., Tran B.X., Tsatsakis A., Vardavas C., Ullah I., Umeokonkwo C.D., Undurraga E.A., Upadhyay E., Vasankari T.J., Vasconcelos A.N., Veisani Y., Vidale S., Waheed Y., Wei J., Wang F., Zhao X.G., Wang Y., Yu C., Zhang Z., Wang H., Weiss J., Wiangkham T., Wickramasinghe N.D., Wu A., Xie Y., Xu G., Yahyazadeh Jabbari S., Yilgwan C.S., Yonemoto N., Younis M.Z., Younker T.P., Yu Y., Zaidi S., Zhang J., Zhang Y., Zheleva B., Zhu C., Abbafati C., Machado D.B., Cislaghi B., Salman O.M., Karanikolos M., McKee M., Abbas K.M., Brady O.J., Larson H.J., Trias-Llimos S., Cummins S., Langan S.M., Sartorius B., Hafiz A., Jenabi E., Mohammad Gholi Mezerji N., Borzouei S., Azarian G., Khazaei S., Abbasi M., Asghari B., Masoumi S., Komaki H., Taherkhani A., Adabi M., Abbasifard M., Bazmandegan G., Kamiab Z., Vakilian A., Anjomshoa M., Mokari A., Sabour S., Shahbaz M., Saeedi R., Ahmadieh H., Yousefinezhadi T., Haj-Mirzaian A., Nikbakhsh R., Safi S., Asgari S., Irvani S.N., Jahanmehr N., Ramezanzadeh K., Abbasi-Kangevari M., Khayamzadeh M., Abbastabar H., Shirkoohi R., Fazlzadeh M., Janjani H., Hosseini M., Mansournia M., Tohidinik H., Bakhtiari A., Fazaeli A., Mousavi S., Hasanzadeh A., Nabavizadeh B., Malekzadeh R., Hashemian M., Pourshams A., Salimzadeh H., Sepanlou S.G., Afarideh M., Esteghamati A., Esteghamati S., Ghajar A., Heidari B., Rezaei N., Mohamadi E., Rahimi-Movaghar A., Rahim F., Eskandarieh S., Sahraian M., Mohebi F., Aminorroaya A., Ebrahimi H., Farzadfar F., Mohajer B., Pishgar F., Saeedi Moghaddam S., Shabani M., Zarafshan H., Abolhassani H., Hafezi-Nejad N., Heidari-Soureshjani R., Abdollahi M., Farahmand M., Salamati P., Mehrabi Nasab E., Tajdini M., Aghamir S., Mirzaei R., Dibaji Forooshani Z., Khater M.M., Abd-Allah F., Abdelalim A., Abualhasan A., El-Jaafary S.I., Hassan A., Elsharkawy A., Khater A.M., Elhabashy H.R., Salem M.R.R., Salem H., Sadeghi M., Jafarinia M., Amini-Rarani M., Mohammadifard N., Sarrafzadegan N., Abdollahpour I., Sarveazad A., Tehrani-Banihashemi A., Yoosefi Lebni J., Manafi N., Pazoki Toroudi H., Dorostkar F., Alipour V., Sheikhtaheri A., Arabloo J., Azari S., Ghashghaee A., Rezapour A., Naserbakht M., Kabir A., Mehri F., Yousefifard M., Asadi-Aliabadi M., Babaee E., Eshrati B., Goharinezhad S., Moradi M., Abedi P., Rashedi V., Kumar V., Elgendy I.Y., Basu S., Park J., Pereira A., Norheim O.F., Eagan A.W., Cahill L.E., Sheikh A., Abushouk A.I., Thakur B., Barnighausen T.W., Shrime M.G., Abedi A., Doshi C.P., Abegaz K.H., Geberemariyam B.S., Aynalem Y.A., Shiferaw W.S., Abosetugn A.E., Aboyans V., Abrams E.M., Gitimoghaddam M., Kissoon N., Stubbs J.L., Brauer M., Iyamu I.O., Kopec J.A., Pourmalek F., Ribeiro A.P., Malta D.C., Gomez R.S., Abreu L.G., Abrigo M.R.M., Almulhim A.M., Dahlawi S.M.A., Pottoo F.H., Menezes R.G., Alanzi T.M., Alumran A.K., Abu Haimed A.K., Madadin M., Alanezi F.M., Abu-Gharbieh E., Saddik B., Abu-Raddad L.J., Samy A.M., El Nahas N., Shalash A.S., Nabhan A.F., Kamath A.M., Kassebaum N.J., Aravkin A.Y., Kochhar S., Sorensen R.J.D., Afshin A., Burkart K., Cromwell E.A., Gakidou E., Hay S.I., Kyu H.H., Lopez A.D., Lozano R., Misganaw A.T., Mokdad A.H., Naghavi M., Pigott D.M., Reiner Jr R.C., Roth G.A., Stanaway J.D., Vollset S., Vos T., Lim S.S., Murray C.J.L., Kalani R., Ikuta K.S., Cho D.Y., Kneib C.J., Crowe C.S., Massenburg B.B., Morrison S.D., Acebedo A., Adelson J.D., Agesa K.M., Alam T., Albertson S.B., Anderson J.A., Antony C.M., Ashbaugh C., Assmus M., Azhar G., Balassyano S., Bannick M.S., Barthelemy C.M., Bender R.G., Bennitt F.B., Bertolacci G.J., Biehl M.H., Bisignano C., Boon-Dooley A.S., Briant P.S., Bryazka D., Bumgarner B.R., Callender C.S., Cao J., Castle C.D., Castro E., Causey K., Cercy K.M., Chalek J., Cohen A.J., Comfort H., Compton K., Croneberger A.J., Cruz J.A., Cunningham M., Dangel W.J., Dean F.E., DeCleene N.K., Deen A., Degenhardt L., Dingels Z.V., Dippenaar I.N., Dirac M.A., Dolgert A.J., Emmons-Bell S., Estep K., Farag T., Feigin V.L., Feldman R., Ferrara G., Ferrari A.J., Fitzgerald R., Force L.M., Fox J.T., Frank T.D., Fu W., Fukutaki K., Fuller J.E., Fullman N., Galles N.C., Gardner W.M., Gershberg Hayoon A., Goren E., Gorman T.M., Gottlich H.C., Guo G., Haddock B., Hagins H., Haile L.M., Hamilton E.B., Han C., Han H., Harvey J.D., Henny K., Henrikson H.J., Henry N.J., Herbert M.E., Hsiao T., Huynh C.K., Iannucci V.C., Ippolito H., Irvine C.M.S., Jafari H., Jahagirdar D., James S.L., Johnson C.O., Johnson S.C., Keller C., Kemmer L., Kendrick P.J., Knight M., Kocarnik J.M., Krohn K.J., Larson S.L., Lau K.M., Ledesma J.R., Leever A.T., LeGrand K.E., Lescinsky H., Lin C., Liu H., Liu Z., Lo J., Lu A., Ma J., Maddison E.R., Manguerra H., Marks A., Martopullo I., Mastrogiacomo C.I., May E.A., Mooney M.D., Mosser J.F., Mullany E.C., Mumford J., Munro S.B., Nandakumar V., Nguyen J., Nguyen M., Nichols E., Nixon M.R., Odell C.M., Ong K.L., Orji A.U., Ostroff S.M., Pasovic M., Paulson K.R., Pease S.A., Pennini A., Pierce M., Pilz T.M., Pletcher M., Rao P.C., Razo C., Redford S.B., Reinig N., Reitsma M.B., Rhinehart P., Robalik T., Roberts N.L.S., Rolfe S., Sbarra A.N., Schaeffer L.E., Shackelford K.A., Shadid J., Sharara F., Shaw D.H., Sheena B.S., Simpson K.E., Smith A., Spencer C.N., Spurlock E.E., Stark B.A., Steiner C., Steuben K.M., Sylte D.O., Tang M., Taylor H.J., Terrason S., Thomson A.M., Torre A.E., Travillian R., Troeger C.E., Vongpradith A., Walters M.K., Wang J., Watson A., Watson S., Whisnant J.L., Whiteford H.A., Wiens K.E., Wilner L.B., Wilson S., Wool E.E., Wozniak S.S., Wu J., Wulf Hanson S., Wunrow H., Xu R., Yadgir S., Yearwood J.A., York H.W., Yuan C., Zhao J.T., Zheng P., Zimsen S.R.M., Zlavog B.S., Chang A.Y., Oren E., Buchbinder R., Chin K.L., Guo Y., Polkinghorne K.R., Thrift A.G., Ackerman I.N., Cicuttini F.M., Li S., Zaman S., Suleria H., Cowie B.C., Wijeratne T., Patton G.C., Sawyer S.M., Adair T., Meretoja A., Adetokunboh O.O., Adamu A.A., Iwu C.J., Parry C.D.H., Seedat S., Ndwandwe D.E., Mahasha P.W., Stein D.J., Nnaji C.A., Sambala E.Z., Wiysonge C.S., Adebayo O.M., Ilesanmi O.S., Owolabi M.O., Adeoye A.M., Adedeji I.A., Adekanmbi V., Ibitoye S.E., John-Akinola Y.O., Oluwasanu M.M., Oghenetega O.B., Akinyemi R.O., Zandian H., Adham D., Zahirian Moghadam T., Advani S.M., Teagle W.L., Braithwaite D., Agasthi P., Saadatagah S., Afshari M., Agardh E.E., Allebeck P., Danielsson A., Deuba K., Carrero J.J., Fereshtehnejad S., Arnlov J., Nowak C., Cederroth C.R., Ahmadi A., Mills E.J., Kurmi O.P., Olagunju A.T., Agarwal G., Sathish T., Aghaali M., Mohammadbeigi A., Agrawal A., Ahmad T., Ahmadi K., Maleki S., Naderi M., Salahshoor M.R., Pourmirza Kalhori R., Almasi A., Salimi Y., Siabani S., Ziapour A., Barzegar A., Khazaie H., Kianipour N., Amiri F., Salehi Zahabi S., Mirzaei M., Shamsi M., Najafi F., Jalali A., Ghadiri K., Heydarpour F., Fattahi N., Karami Matin B., Kazemi Karyani A., Pirsaheb M., Rajati F., Sadeghi E., Safari Y., Sharafi K., Soltani S., Vasseghian Y., Atafar Z., Jalilian F., Mirzaei-Alavijeh M., Saeidi S., Soofi M., Zangeneh A., Mansouri B., Ahmadi M., Khafaie M.A., Safiri S., Moghadaszadeh M., Asghari Jafarabadi M., Doshmangir L., Jadidi-Niaragh F., Ghafourifard M., Spotin A., Khodayari M., Samadi Kafil H., Kalankesh L.R., Ahmadpour E., Yousefi B., Ansari F., Hassankhani H., Karimi S., Haririan H., Mereta S., Ahmed M.B., Feyissa G.T., Ciobanu L.G., Aji B., Aynalem G.L., Gebresillassie B., Tefera Y.G., Akalu T.Y., Baraki A.G., Tesema G.A., Tessema Z.T., Tamiru A.T., Azene Z.N., Netsere H.B., Yano Y., Akinyemiju T., Wu C., Zadey S., Samad Z., Ji J.S., Doshi P.P., John O., Jha V., Maulik P.K., Pesudovs K., Resnikoff S., Mitchell P.B., Sachdev P.S., Akombi B., Godinho M.A., Ivers R.Q., Peden A.E., Biswas R., Boufous S., Akunna C.J., Alahdab F., Hammer M.S., van Donkelaar A., Al-Aly Z., Dellavalle R.P., Alam S., Martin R.V., Alam N., De Leo D., Tadakamadla S.K., Alam K., Alcalde-Rabanal J.E., Avila-Burgos L., Servan-Mori E., Denova-Gutierrez E., Rodriguez-Ramirez S., Morales L., Poznanska A., Wojtyniak B., Rivera J.A., Campos-Nonato I.R., Campuzano Rincon J., Sanchez-Pimienta T.G., Mengesha M.B., Welay F.T., Alema N.M., Demsie D.G., Teame H., Teklehaimanot B.F., Alemu B.W., Gultie T., Bante A.B., Yeshitila Y.G., Geramo Y.C.D., Glagn M., Sorrie M.B., W/hawariat F.G., Amare A., Kasa A., Alemu Y., Mihretie K.M., Atnafu D.D., Demeke F.M., Melese A., Bante S.A., Dessie G.A., Mengesha E.W., Nigatu D., Almadi M.A.H., Alhabib K.F., Mohammad Y., Altirkawi K.A., Temsah M., Kugbey N., Ayanore M.A., Alhassan R.K., Ali M., Ali S., Alicandro G., Kalhor R., Alijanzadeh M., Alinia C., Yusefzadeh H., Didarloo A., Alizade H., Nikpoor A., Aljunid S.M., Alla F., Leal L.F., Almasi-Hashiani A., Moradzadeh R., Zamanian M., Nazari J., Amini S., Ghamari F., Almasri N.A., Khan M., Al-Mekhlafi H.M., Bedi N., Alonso J., Ciber E.S.P., Al-Raddadi R.M., Zakzuk J., Alvis-Guzman N., Alvis-Zakzuk N.J., Castaneda-Orjuela C.A., Malagon-Rojas J.N., Gezae K., Gesesew H.A., Muthupandian S., Berhe K., Amare B., Ayza M.A., Gebreslassie A.A.A., Bitew H., Zewdie K.A., Tela F.G.G., Gill T.K., Noubiap J., Lassi Z.S., Bhandari D., Amit A.L., Antonio C.T., Faraon E.A., Lopez J.F., Atre S.R., Ballew S.H., Matsushita K., Khoja A.T., Daneshpajouhnejad P., Ghadimi M., Shafaat O., Fanzo J., Amugsi D.A., Amul G.H., Koh D.S.Q., Venketasubramanian N., Anbesu E.W., Mohammed J.A., Wondmeneh T.G., Andrei C., Negoi R.I., Davitoiu D.V., Manda A., Negoi I., Preotescu L., Hostiuc M., Hostiuc S., Ancuceanu R., Hasan M., Leung J., Anderlini D., Mamun A.A., Maravilla J.C., McGrath J.J., Charlson F.J., Lalloo R., Uddin R., Erskine H.E., Knibbs L.D., Mantilla Herrera A.M., Santomauro D.F., Mirica A., Ausloos M., Herteliu C., Otoiu A., Pana A., Andrei T., Stefan S., Androudi S., Angus C., Ansari I., Pourjafar H., Shams-Beyranvand M., Ansari-Moghaddam A., Khammarnia M., Antonazzo I., Ferrara P., Conti S., Cortesi P.A., Fornari C., Lee P.H., Antriyandarti E., Yousefi Z., Rafiei A., Javidnia J., Faridnia R., Anvari D., Moosazadeh M., Rezai M., Daryani A., Fareed M., Anwer R., Appiah S., Paudel D., Dichgans M., Riahi S., Rajabpour-Sanati A., Arab-Zozani M., Arba A.A.K., Aremu O., Ariani F., Aripov T., Armoon B., Mahdavi M.M., Arowosegbe O.O., Tediosi F., Aryal K.K., Mosapour A., Yaminfirooz M., Arzani A., Bijani A., Jahani M.A., Mouodi S., Zamani M., Asaad M., Dianatinasab M., Bahrami M., Pakshir K., Asadi-Pooya A.A., Bayati M., Shahabi S., Athari S., Atout M.M.W., Atteraya M.S., Brugha T., Ausloos F., Avokpaho E.F.G., Room R., Islam M., Edvardsson D., Rahman M., Ayala Quintanilla B., Gething P.W., Briggs A.M., Ayano G., Hendrie D., Miller T.R., Azzopardi P.S., Hoogar P., B D.B., Kulkarni V., Kumar N., Mithra P., Shetty R.S., Thapar R., Padubidri J., Bakkannavar S.M., Nayak V.C., Rastogi P., Shetty B.K., Bhageerathy R., Gudi N., Boloor A., Holla R., Rathi P., Unnikrishnan B., Janodia M.D., Lang J.J., Badawi A., Orpana H.M., Bhutta Z.A., Shield K.D., Chattu V., Badiye A.D., Kapoor N., Bagherzadeh M., Rabiee N., Bagli E., Baig A.A., Bairwa M., Lodha R., Sagar R., Rath G.K., Bhardwaj P., Charan J., Kanchan T., Joshi A., Pakhare A.P., Bakhshaei M., Naghshtabrizi B., Balachandran A., Hoek H.W., Postma M.J., Geremew A., Gebrehiwot A.M., Balakrishnan S., Desalew A., Bojia H.A., Mohammed A.S., Regassa L.D., Parmar P.G.K., Balalla S., Roberts S., Baldasseroni A., Stokes M.A., Ball K., Islam S., Maddison R., Balzi D., Levi M., Banach M., Banerjee S.K., Banik P.C., Barua L., Faruque M., Barboza M.A., Barker-Collo S.L., Jonas J.B., Panda-Jonas S., De Neve J., Kohler S., Moazen B., Mohammed S., Barrero L.H., Basaleem H., Bassat Q., Haro J.M., Koyanagi A., Car J., Greaves F., Majeed A., Davis A.C., Steiner T.J., Kusuma D., Palladino R., Saxena S., Baune B.T., Karch A., Baye B.A., Darega Gela J., Kolola T., Becker J.S., DeLang M., West J., Gad M.M., Serre M.L., Gallus S., Lugo A., Beghi E., Pupillo E., Bosetti C., Giussani G., Bikbov B., Perico N., Remuzzi G., Imani-Nasab M., Nouraei Motlagh S., Sharafi Z., Behzadifar M., Bejot Y., Bekuma T.T., Yilma M.T., Bell M.L., Bello A.K., Rafiee A., Keddie S.H., Lucas T.C.D., Dolecek C., Dunachie S.J., Kraemer M.U.G., Rumisha S.F., Weiss D.J., Lewington S., Collins E.L., Nandi A.K., Zhao Y., Bennett D.A., Karim M.A., Lacey B., Khundkar R., Yaya S., Goulart A.C., Santos I.S., Bensenor I.M., Lotufo P.A., Tovani-Palone M.R., Castaldelli-Maia J., Furtado J.M., Benziger C.P., Berman A.E., Mazidi M., Bernabe E., Dargan P.I., Molokhia M., Shibuya K., Douiri A., Wolfe C.D.A., Hay R.J., Flohr C., Suchdev P.S., Ram P., Bernstein R.S., Liu Y., Bhagavathula A.S., Khan G., Grivna M., Bhala N., Chandan J.S., Gaidhane A.M., Quazi Syed Z., Saxena D., Khatib M., Bhat A.G., Bhattacharyya K., Bhattarai S., Das J.K., Bibi S., Bilano V., Bin Sayeed M., Cherbuin N., D'Amico E., Grosso G., Borzi A.M., Biondi A., Vacante M., Valli A., Birihane B.M., Bisanzio D., Hassan S., Bjorge T., Overland S., Bockarie M.J., Mensah G.A., Sliwa K., Gholamian A., Bohlouli S., Esmaeilnejad S., Bohluli M., Bolla S.R., Borges G., Bose D., Bourne R., Brayne C., Breitborde N.J.K., Fisher J.L., Breitner S., Brenner H., Breusov A.V., Rakovac I., Briko N.I., Lopukhov P.D., Glushkova E.V., Korshunov V.A., Polibin R.V., Jakovljevic M., Briko A.N., Britton G.B., Castro F., Moreno Velasquez I., Burnett R.T., Burugina Nagaraja S., Busse R., Butt Z.A., Caetano dos Santos F., Cai T., Hall B.J., Cahuana-Hurtado L., Camera L.A., Valdez P.R., Tudor Car L., Cardenas R., Gorini G., Carreras G., Fernandes E., Freitas M., Pereira D.M., Santos J.V., Ribeiro D., Pinheiro M., Massano J., das Neves J., Dias da Silva D., Carvalho F., Costa V.M., Silva J.P., Morgado-da-Costa J., Castelpietra G., Catala-Lopez F., Pakhale S., Cerin E., Yip P., Ho H., Chang J., Chang A.R., Chang K., Cooper O.R., Chaturvedi S., Chimed-Ochir O., Chirinos-Caceres J.L., Choi J.J., Christensen H., Truelsen T.C., Chu D., Kivimaki M., Chung S., Ward J.L., Chung M.T., Cirillo M., Virclo R., Classen T.K.D., Lauriola P., Corso B., Hugo F.N., Kieling C., Cousin E., Duncan B.B., Goulart B.N.G., Schmidt M.I., Stein C., Cowden R.G., MacLachlan J.H., Leigh J., Cross M., Ferreira M.L., Smith E.U.R., Driscoll T.R., Huda T.M., Hoy D.G., Horita N., Cross D.H., Dai H., Hu G., Damasceno A.A.M., Damiani G., La Vecchia C., Sanabria J., Pandey A., Mathur M.R., Zodpey S., Dandona L., Dandona R., Kumar G., Lal D.K., Hamagharib Abdullah K., Hosseinzadeh M., Darwesh A.M., Faraj A., Omar Bali A., Das Gupta R., Dash A.P., Davey G., Deribe K., Gebremedhin K.B., Wondmieneh A.B., Dereje N.D., Davila-Cervantes C.A., Davletov K., Mereke A., Serdar B., Gebremeskel G.G., Haile T.G., Tadesse D.B., Weldesamuel G.T., Demoz G.T., Gebremeskel L.G., Woldu G., Handiso D., Dervenis N., Topouzis F., Desai R., Dharmaratne S.D., Dhungana G.P., Emamian M., Diaz D., Djalalinia S., Nguyen T.H., Vu G.T., Do H.T., Dokova K., Doku D.T., Neupane S., Takala J.S., Doxey M.C., Doyle K.E., Renzaho A.M.N., Ogbo F.A., Robinson S.R., Vukovic A., Ilic I.M., Santric-Milicevic M.M., Vujcic I.S., Dubljanin E., Vukovic R., Rasella D., Duraes A.R., Ebrahimi Kalan M., Effiong A., Pond C.D., Ehrlich J.R., Liu X., Wei M.Y.W., El Sayed I., El Tantawi M., El Sayed Zaki M., Elbarazi I., Tsai A.C., Elyazar I.R., Yazdi-Feyzabadi V., Eskandari K., Sharifi H., Halvaei I., Ghaffarifar F., Zaki L., Hasanpoor E., Esmaeilzadeh 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N., Mithra P., Shetty R.S., Thapar R., Padubidri J., Bakkannavar S.M., Nayak V.C., Rastogi P., Shetty B.K., Bhageerathy R., Gudi N., Boloor A., Holla R., Rathi P., Unnikrishnan B., Janodia M.D., Lang J.J., Badawi A., Orpana H.M., Bhutta Z.A., Shield K.D., Chattu V., Badiye A.D., Kapoor N., Bagherzadeh M., Rabiee N., Bagli E., Baig A.A., Bairwa M., Lodha R., Sagar R., Rath G.K., Bhardwaj P., Charan J., Kanchan T., Joshi A., Pakhare A.P., Bakhshaei M., Naghshtabrizi B., Balachandran A., Hoek H.W., Postma M.J., Geremew A., Gebrehiwot A.M., Balakrishnan S., Desalew A., Bojia H.A., Mohammed A.S., Regassa L.D., Parmar P.G.K., Balalla S., Roberts S., Baldasseroni A., Stokes M.A., Ball K., Islam S., Maddison R., Balzi D., Levi M., Banach M., Banerjee S.K., Banik P.C., Barua L., Faruque M., Barboza M.A., Barker-Collo S.L., Jonas J.B., Panda-Jonas S., De Neve J., Kohler S., Moazen B., Mohammed S., Barrero L.H., Basaleem H., Bassat Q., Haro J.M., Koyanagi A., Car J., Greaves F., Majeed A., Davis A.C., Steiner T.J., Kusuma D., Palladino R., Saxena S., Baune B.T., Karch A., Baye B.A., Darega Gela J., Kolola T., Becker J.S., DeLang M., West J., Gad M.M., Serre M.L., Gallus S., Lugo A., Beghi E., Pupillo E., Bosetti C., Giussani G., Bikbov B., Perico N., Remuzzi G., Imani-Nasab M., Nouraei Motlagh S., Sharafi Z., Behzadifar M., Bejot Y., Bekuma T.T., Yilma M.T., Bell M.L., Bello A.K., Rafiee A., Keddie S.H., Lucas T.C.D., Dolecek C., Dunachie S.J., Kraemer M.U.G., Rumisha S.F., Weiss D.J., Lewington S., Collins E.L., Nandi A.K., Zhao Y., Bennett D.A., Karim M.A., Lacey B., Khundkar R., Yaya S., Goulart A.C., Santos I.S., Bensenor I.M., Lotufo P.A., Tovani-Palone M.R., Castaldelli-Maia J., Furtado J.M., Benziger C.P., Berman A.E., Mazidi M., Bernabe E., Dargan P.I., Molokhia M., Shibuya K., Douiri A., Wolfe C.D.A., Hay R.J., Flohr C., Suchdev P.S., Ram P., Bernstein R.S., Liu Y., Bhagavathula A.S., Khan G., Grivna M., Bhala N., Chandan J.S., Gaidhane A.M., Quazi Syed Z., Saxena D., Khatib M., Bhat A.G., Bhattacharyya K., Bhattarai S., Das J.K., Bibi S., Bilano V., Bin Sayeed M., Cherbuin N., D'Amico E., Grosso G., Borzi A.M., Biondi A., Vacante M., Valli A., Birihane B.M., Bisanzio D., Hassan S., Bjorge T., Overland S., Bockarie M.J., Mensah G.A., Sliwa K., Gholamian A., Bohlouli S., Esmaeilnejad S., Bohluli M., Bolla S.R., Borges G., Bose D., Bourne R., Brayne C., Breitborde N.J.K., Fisher J.L., Breitner S., Brenner H., Breusov A.V., Rakovac I., Briko N.I., Lopukhov P.D., Glushkova E.V., Korshunov V.A., Polibin R.V., Jakovljevic M., Briko A.N., Britton G.B., Castro F., Moreno Velasquez I., Burnett R.T., Burugina Nagaraja S., Busse R., Butt Z.A., Caetano dos Santos F., Cai T., Hall B.J., Cahuana-Hurtado L., Camera L.A., Valdez P.R., Tudor Car L., Cardenas R., Gorini G., Carreras G., Fernandes E., Freitas M., Pereira D.M., Santos J.V., Ribeiro D., Pinheiro M., Massano J., das Neves J., Dias da Silva D., Carvalho F., Costa V.M., Silva J.P., Morgado-da-Costa J., Castelpietra G., Catala-Lopez F., Pakhale S., Cerin E., Yip P., Ho H., Chang J., Chang A.R., Chang K., Cooper O.R., Chaturvedi S., Chimed-Ochir O., Chirinos-Caceres J.L., Choi J.J., Christensen H., Truelsen T.C., Chu D., Kivimaki M., Chung S., Ward J.L., Chung M.T., Cirillo M., Virclo R., Classen T.K.D., Lauriola P., Corso B., Hugo F.N., Kieling C., Cousin E., Duncan B.B., Goulart B.N.G., Schmidt M.I., Stein C., Cowden R.G., MacLachlan J.H., Leigh J., Cross M., Ferreira M.L., Smith E.U.R., Driscoll T.R., Huda T.M., Hoy D.G., Horita N., Cross D.H., Dai H., Hu G., Damasceno A.A.M., Damiani G., La Vecchia C., Sanabria J., Pandey A., Mathur M.R., Zodpey S., Dandona L., Dandona R., Kumar G., Lal D.K., Hamagharib Abdullah K., Hosseinzadeh M., Darwesh A.M., Faraj A., Omar Bali A., Das Gupta R., Dash A.P., Davey G., Deribe K., Gebremedhin K.B., Wondmieneh A.B., Dereje N.D., Davila-Cervantes C.A., Davletov K., Mereke A., Serdar B., Gebremeskel G.G., Haile T.G., Tadesse D.B., Weldesamuel G.T., Demoz G.T., Gebremeskel L.G., Woldu G., Handiso D., Dervenis N., Topouzis F., Desai R., Dharmaratne S.D., Dhungana G.P., Emamian M., Diaz D., Djalalinia S., Nguyen T.H., Vu G.T., Do H.T., Dokova K., Doku D.T., Neupane S., Takala J.S., Doxey M.C., Doyle K.E., Renzaho A.M.N., Ogbo F.A., Robinson S.R., Vukovic A., Ilic I.M., Santric-Milicevic M.M., Vujcic I.S., Dubljanin E., Vukovic R., Rasella D., Duraes A.R., Ebrahimi Kalan M., Effiong A., Pond C.D., Ehrlich J.R., Liu X., Wei M.Y.W., El Sayed I., El Tantawi M., El Sayed Zaki M., Elbarazi I., Tsai A.C., Elyazar I.R., Yazdi-Feyzabadi V., Eskandari K., Sharifi H., Halvaei I., Ghaffarifar F., Zaki L., Hasanpoor E., Esmaeilzadeh F., Etemadi A., Lan Q., Yeheyis T.Y., Etisso A.E., Ezekannagha O., e Farinha C.S., Farioli A., Violante F.S., Faris P.S., Mohammad D.K., Faro A., Lam J.O., Filip I., Fischer F., Flor L.S., Foigt N.A., Folayan M.O., Fomenkov A.A., Foroutan M., Francis J.M., Franklin R.C., Fukumoto T., Gamkrelidze A., Kereselidze M., Garcia-Basteiro A.L., Lazarus J.V., Straif K., Ghiasvand H., Ghith N., Norrving B., Mehta K.M., Mohamad O., Salama J.S., Ghosh R., Giampaoli S., Gilani S., Hameed S., Hanif A., Rana S.M., Uthman O.A., Gill P.S., Gillum R.F., Ginawi I.A., Ginindza T.G., Tlou B., Tanser F.C., Gnedovskaya E.V., Kravchenko M.A., Piradov M.A., Golechha M., Goli S., Milne G.J., Schlaich M.P., Hankey G.J., Gona P.N., Gopalani S.V., Goudarzi H., Rawassizadeh R., Grada A., Nsoesie E.O., Javaheri T., Rawaf S., Steel N., Gubari M.I.M., Gugnani H.C., Guimaraes A.L.S., Guimaraes R.A., Guled R.A., Senbeta A.M., Hashi A., Omer M.O., Yousuf A.Y., Gupta S.S., Gupta T., Gupta R., Haagsma J.A., Polinder S., Hachinski V., Stranges S., Hamadeh R.R., Hamidi S., Tabares-Seisdedos R., Tyrovolas S., Hasaballah A.I., Hassanipour S., Joukar F., Mansour-Ghanaei F., Jaafari J., Havmoeller R.J., Hayat K., Heibati B., Heidari G., Henok A., Moraga P., Sigfusdottir I.D., Phillips M.R., Hole M.K., Hollingsworth B., Hopf K.P., Hosgood H., Hossain N., Mai H.T., Nguyen C.T., Nguyen H.L.T., Pham H.Q., Nguyen D.N., Househ M., Hsairi M., Lin R., Hsieh V., Hwang B., Hu K., Humayun A., Hussain R., Ibeneme C.U., Ikeda N., Ilic M.D., Inbaraj L.R., Iqbal U., Islami F., Yamagishi K., Iso H., Iwu C.C.D., Jacobsen K.H., Jayatilleke A.U., Jeemon P., Jha R.P., Jia P., Osei F.B., Schutte A.E., Johansson L., Szocska M., Joo T., Jozwiak J.J., Jurisson M., Kabir Z., Roshandel G., Oladnabi M., Kalani H., Kassa G.M., Katikireddi S.V., Yamada T., Nomura S., Kawakami N., Kayode G.A., Kromhout H., Traini E., Kumar M., Keiyoro P.N., Muriithi M.K., Wamai R.G., Khader Y.S., Khalid N., Khan E.A., Khang Y., Khatab K., Khubchandani J., Yoon S., Shin M., Kim C., Kim Y., Kim D., Kimokoti R.W., Kinfu Y., Kisa S., Kisa A., Kissimova-Skarbek K., Topor-Madry R., Lallukka T., Meretoja T.J., Shivakumar K.M., Knudsen A.S., Sulo G., Kosen S., Kotlo A., Koul P.A., Krishan K., KS S., Kuate Defo B., Kucuk Bicer B., Yuce D., Rawat R., Meitei W.B., Kumar P., Singh P., Kumaresh G., Lami F.H., Landires I., Nunez-Samudio V., Landires, Lansingh V.C., Lansky S., Larsson A.O., Lasrado S., Lavados P.M., Leasher J.L., Lee S.W.H., Leonardi M., Raggi A., Sattin PsyD, S Schiavolin D., Li B., Lim L., Takahashi K., Linehan C., Linn S., Shuval K., Listl S., Zhou M., Liu S., Logroscino G., Looker K.J., Lorkowski S., Lunevicius R., Lyons R.A., Madotto F., Magdy Abd El Razek H., Magdy Abd El Razek M., Mahmoudi M., Maled V., Moradi G., Maleki A., Manafi A., Mapoma C., Martini S., Martins-Melo F.R., Masaka A., McAlinden C., Momen N.C., Plana-Ripoll O., Medina-Solis C.E., Meharie B., Mehndiratta M., Mehrotra R., Suliankatchi Abdulkader R., Mekonnen T., Memiah P.T.N., Wallin M.T., Memish Z.A., Mendoza W., Mestrovic T., Miazgowski T., Miazgowski B., Michalek I., Mini G., Miri M., Mirrakhimov E.M., Mirzaei H., Mohammadian-Hafshejani A., Mohammadpourhodki R., Sahebkar A., Mohammed H., Sufiyan M.B., Mohseni Bandpei M.A., Monasta L., Ronfani L., Mondello S., Moradi-Joo M., Morawska L., Mousavi Khaneghah A., Westerman R., Werdecker A., Mueller U.O., Mukhopadhyay S., Musa K., Mustafa G., Nagarajan A.J., Nagel G., Rothenbacher D., Naik G., Schwebel D.C., Singh J.A., Naimzada M., Otstavnov N., Otstavnov S.S., Soshnikov S., Titova M.V., Nair S., Naldi L., Nangia V., Nansseu J., Sobngwi E., Nguefack-Tsague G., Ndejjo R., Ngari K.N., Ngunjiri J.W., Nigatu Y.T., Oancea B., Oh I., Okunga E.W., Olusanya J.O., Olusanya B.O., Ong S., Onwujekwe O.E., Ortega-Altamirano D.V., Ortiz A., Soriano J.B., Osarenotor O., Ostojic S.M., Vlassov V., Pa M., Pangaribuan H.U., Park E., Pasupula D., Patel J.R., Patel S.K., Paternina-Caicedo A.J., Pathak M., Pathak A., Patten S.B., Tonelli M., Weintraub R.G., Paudel S., Pepito V.F., Thurston G.D., Peprah E.K., Pereira J., Pescarini J.M., Piccinelli C., Pilgrim T., Plass D., Pokhrel K.N., Prada S.I., Prakash V., Prakash S., Prasad N., Shigematsu M., Pribadi D.R.A., Sudaryanto A., Rabiee M., Radfar A., Ranabhat C.L., Ranta A., Ribeiro D.C., Rao S., Rawaf D.L., Rawal L., Renjith V., Rickard J., Roever L., Romoli M., Rostamian M., Rubagotti E., Rwegerera G.M., Ullah S., Sajadi S., Salam N., Salomon J.A., Salz I., Saraswathy S.Y., Sarmiento-Suarez R., Sathian B., Savic M., Saylan M., Schwendicke F., Sekerija M., Senthilkumaran S., Sha F., Shaheen A.A., Shaikh M.A., and Shamsizadeh M.

Abstract

Background: Accurate and up-to-date assessment of demographic metrics is crucial for understanding a wide range of social, economic, and public health issues that affect populations worldwide. The Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 produced updated and comprehensive demographic assessments of the key indicators of fertility, mortality, migration, and population for 204 countries and territories and selected subnational locations from 1950 to 2019. Method(s): 8078 country-years of vital registration and sample registration data, 938 surveys, 349 censuses, and 238 other sources were identified and used to estimate age-specific fertility. Spatiotemporal Gaussian process regression (ST-GPR) was used to generate age-specific fertility rates for 5-year age groups between ages 15 and 49 years. With extensions to age groups 10-14 and 50-54 years, the total fertility rate (TFR) was then aggregated using the estimated age-specific fertility between ages 10 and 54 years. 7417 sources were used for under-5 mortality estimation and 7355 for adult mortality. ST-GPR was used to synthesise data sources after correction for known biases. Adult mortality was measured as the probability of death between ages 15 and 60 years based on vital registration, sample registration, and sibling histories, and was also estimated using ST-GPR. HIV-free life tables were then estimated using estimates of under-5 and adult mortality rates using a relational model life table system created for GBD, which closely tracks observed age-specific mortality rates from complete vital registration when available. Independent estimates of HIV-specific mortality generated by an epidemiological analysis of HIV prevalence surveys and antenatal clinic serosurveillance and other sources were incorporated into the estimates in countries with large epidemics. Annual and single-year age estimates of net migration and population for each country and territory were generated using a B

Published
2020

25. Global, regional, and national burden of suicide mortality 1990 to 2016: Systematic analysis for the Global Burden of Disease Study 2016

Author

Orpana, H.M. Marczak, L.B. Arora, M. Abbasi, N. Abdulkader, R.S. Abebe, Z. Abraha, H.N. Afarideh, M. Afshari, M. Ahmadi, A. Aichour, A.N. Aichour, I. Aichour, M.T.E. Akseer, N. Al‐raddadi, R.M. Alahdab, F. Alkerwi, A. Allebeck, P. Alvis‐guzman, N. Anber, N.H. Anjomshoa, M. Antonio, C.A.T. Arora, A. Aryal, K.K. Asgedom, S.W. Awasthi, A. Quintanilla, B.P.A. Badali, H. Barker‐collo, S.L. Bärnighausen, T.W. Bazargan‐hejazi, S. Benjet, C. Bensenor, I.M. Berfeld, N. Beuran, M. Bhutta, Z.A. Biadgo, B. Bililign, N. Borges, G. Borschmann, R. Brazinova, A. Breitborde, N.J.K. Brugha, T. Butt, Z.A. Carrero, J.J. Carvalho, F. Malta, D.C. Castañeda‐orjuela, C.A. Catalá‐lópez, F. Ciobanu, L.G. Dachew, B.A. Dandona, L. Dandona, R. Dargan, P.I. Daryani, A. Davitoiu, D.V. Davletov, K. Degenhardt, L. Demoz, G.T. Jarlais, D.C.D. Dharmaratne, S.D. Djalalinia, S. Doan, L. Doku, D.T. Dubey, M. El‐khatib, Z. Eskandarieh, S. Esteghamati, A. Esteghamati, S. Faro, A. Farzadfar, F. Fekadu, W. Fernandes, E. Ferrari, A.J. Filip, I. Fischer, F. Foreman, K.J. Fukumoto, T. Gebre, A.K. Grosso, G. Gupta, R. Haagsma, J.A. Bidgoli, H.H. Haj‐mirzaian, A. Hamidi, S. Hankey, G.J. Haro, J.M. Hassen, H.Y. Hay, S.I. Heidari, B. Hendrie, D. Rad, E.H. Hosseini, S.M. Hostiuc, S. Irvani, S.S.N. Islam, S.M.S. Jakovljevic, M. James, S. Jayatilleke, A.U. Jha, R.P. Jonas, J.B. Jozwiak, J.J. Kadel, R. Kahsay, A. Kasaeian, A. Kassa, G.M. Kawakami, N. Kefale, A.T. Kemp, G.R. Khader, Y.S. Khafaie, M.A. Khalil, I.A. Khan, E.A. Khan, M.A. Khan, M.S. Khang, Y.-H. Khubchandani, J. Kiadaliri, A.A. Kieling, C. Kim, Y.-E. Kisa, A. Knudsen, A.K.S. Kokubo, Y. Koyanagi, A. Krish, V.S. Defo, B.K. Kumar, G.A. Kumar, M. Lamichhane, P. Lang, J.J. Latifi, A. Lee, P.H. Leung, J. Lim, L.-L. Lopez, A.D. Lorkowski, S. Lotufo, P.A. Lozano, R. Lunevicius, R. Mahesh, P.A. Majdan, M. Majdzadeh, R. Malekzadeh, R. Manda, A.-L. Mansournia, M.A. Mantovani, L.G. Maravilla, J.C. Martinez‐raga, J. Mathur, M.R. Maulik, P.K. McGrath, J.J. Mehrotra, R. Mekonen, T. Mendoza, W. Meretoja, T.J. Mestrovic, T. Miller, T.R. Mini, G.K. Mirrakhimov, E.M. Mitchell, P.B. Moazen, B. Mohammad, K.A. Mohammadi, M. Mohammed, S. Mokdad, A.H. Monasta, L. Moosazadeh, M. Moradi, G. Moradi‐lakeh, M. Moradinazar, M. Velásquez, I.M. Morisaki, N. Morrison, S.D. Moschos, M.M. Mousavi, S.M. Mustafa, G. Nagel, G. Naheed, A. Naik, G. Najafi, F. Negoi, I. Negoi, R.I. Nguyen, H.L.T. Nguyen, L.H. Nixon, M.R. Ofori‐asenso, R. Ogbo, F.A. Oh, I.-H. Olagunju, A.T. Olagunju, T.O. Øverland, S. Owolabi, M.O. Panda‐jonas, S. Parry, C.D.H. Pati, S. Patten, S.B. Patton, G.C. Petzold, M. Phillips, M.R. Plana‐ripoll, O. Postma, M.J. Pourshams, A. Poustchi, H. Qorbani, M. Radfar, A. Rafay, A. Rafiei, A. Rahim, F. Rahimi‐movaghar, A. Rahimi‐movaghar, V. Rahman, M.A. Rai, R.K. Rezaeian, S. Roever, L. Ronfani, L. Roshandel, G. Rostami, A. Sachdev, P.S. Safari, H. Safiri, S. Salamati, P. Salimi, Y. Salomon, J.A. Samy, A.M. Santos, I.S. Santric‐milicevic, M.M. Sartorius, B. Sarvi, S. Satpathy, M. Sawhney, M. Schwebel, D.C. Sepanlou, S.G. Shaikh, M.A. Sharif, M. Shibuya, K. Shigematsu, M. Shiri, R. Shiue, I. Siabani, S. Siddiqi, T.J. Sigfusdottir, I.D. Silva, J.P. Singh, J.A. Filho, A.M.S. Sobhani, S. Stein, D.J. Stein, M.B. Sufiyan, M.B. Sunguya, B.F. Tabarés‐seisdedos, R. Tabb, K.M. Tavakkoli, M. Tehrani‐banihashemi, A. Temsah, M.-H. Topor‐madry, R. Tran, B.X. Tran, K.B. Ullah, I. Unutzer, J. Usman, M.S. Uthman, O.A. Valdez, P.R. Vasankari, T.J. Vasconcelos, C. Vlassov, V. Vos, T. Vujcic, I.S. Waheed, Y. Wang, Y.-P. Weiderpass, E. Werdecker, A. Westerman, R. Whiteford, H.A. Wyper, G.M.A. Yaseri, M. Yimer, E.M. Yisma, E. Yonemoto, N. Yoon, S.-J. Yotebieng, M. Yousefifard, M. Yu, C. Zaidi, Z. Zamani, M. Murray, C.J.L. Naghavi, M.

Abstract

Objectives To use the estimates from the Global Burden of Disease Study 2016 to describe patterns of suicide mortality globally, regionally, and for 195 countries and territories by age, sex, and Socio-demographic index, and to describe temporal trends between 1990 and 2016. Design Systematic analysis. Main outcome measures Crude and age standardised rates from suicide mortality and years of life lost were compared across regions and countries, and by age, sex, and Socio-demographic index (a composite measure of fertility, income, and education). Results The total number of deaths from suicide increased by 6.7% (95% uncertainty interval 0.4% to 15.6%) globally over the 27 year study period to 817 000 (762 000 to 884 000) deaths in 2016. However, the age standardised mortality rate for suicide decreased by 32.7% (27.2% to 36.6%) worldwide between 1990 and 2016, similar to the decline in the global age standardised mortality rate of 30.6%. Suicide was the leading cause of age standardised years of life lost in the Global Burden of Disease region of high income Asia Pacific and was among the top 10 leading causes in eastern Europe, central Europe, western Europe, central Asia, Australasia, southern Latin America, and high income North America. Rates for men were higher than for women across regions, countries, and age groups, except for the 15 to 19 age group. There was variation in the female to male ratio, with higher ratios at lower levels of Socio-demographic index. Women experienced greater decreases in mortality rates (49.0%, 95% uncertainty interval 42.6% to 54.6%) than men (23.8%, 15.6% to 32.7%). Conclusions Age standardised mortality rates for suicide have greatly reduced since 1990, but suicide remains an important contributor to mortality worldwide. Suicide mortality was variable across locations, between sexes, and between age groups. Suicide prevention strategies can be targeted towards vulnerable populations if they are informed by variations in mortality rates. © Published by the BMJ Publishing Group Limited.

Published
2019

26. Shortening self-report mental health symptom measures through optimal test assembly methods: Development and validation of the Patient Health Questionnaire-Depression-4

Author

Ishihara, M., Harel, D., Levis, B., Levis, A.W., Riehm, K.E., Saadat, N., Azar, M., Rice, D.B., Sanchez, T.A., Chiovitti, M.J., Cuijpers, P., Gilbody, S., Ioannidis, J.P.A., Kloda, L.A., McMillan, D., Patten, S.B., Shrier, I., Arroll, B., Bombardier, C.H., Butterworth, P., Carter, G., Clover, K., Conwell, Y., Goodyear-Smith, F., Greeno, C.G., Hambridge, J., Harrison, P.A., Hudson, M., Jetté, N., Kiely, K.M., McGuire, A., Pence, B.W., Rooney, A.G., Sidebottom, A., Simning, A., Turner, A., White, J., Whooley, M.A., Winkley, K., Benedetti, A., Thombs, B.D., Ishihara, M., Harel, D., Levis, B., Levis, A.W., Riehm, K.E., Saadat, N., Azar, M., Rice, D.B., Sanchez, T.A., Chiovitti, M.J., Cuijpers, P., Gilbody, S., Ioannidis, J.P.A., Kloda, L.A., McMillan, D., Patten, S.B., Shrier, I., Arroll, B., Bombardier, C.H., Butterworth, P., Carter, G., Clover, K., Conwell, Y., Goodyear-Smith, F., Greeno, C.G., Hambridge, J., Harrison, P.A., Hudson, M., Jetté, N., Kiely, K.M., McGuire, A., Pence, B.W., Rooney, A.G., Sidebottom, A., Simning, A., Turner, A., White, J., Whooley, M.A., Winkley, K., Benedetti, A., and Thombs, B.D.

Abstract

Background: The objective of this study was to develop and validate a short form of the Patient Health Questionnaire-9 (PHQ-9), a self-report questionnaire for assessing depressive symptomatology, using objective criteria. Methods: Responses on the PHQ-9 were obtained from 7,850 English-speaking participants enrolled in 20 primary diagnostic test accuracy studies. PHQ unidimensionality was verified using confirmatory factor analysis, and an item response theory model was fit. Optimal test assembly (OTA) methods identified a maximally precise short form for each possible length between one and eight items, including and excluding the ninth item. The final short form was selected based on prespecified validity, reliability, and diagnostic accuracy criteria. Results: A four-item short form of the PHQ (PHQ-Dep-4) was selected. The PHQ-Dep-4 had a Cronbach's alpha of 0.805. Sensitivity and specificity of the PHQ-Dep-4 were 0.788 and 0.837, respectively, and were statistically equivalent to the PHQ-9 (sensitivity = 0.761, specificity = 0.866). The correlation of total scores with the full PHQ-9 was high (r = 0.919). Conclusion: The PHQ-Dep-4 is a valid short form with minimal loss of information of scores when compared to the full-length PHQ-9. Although OTA methods have been used to shorten patient-reported outcome measures based on objective, prespecified criteria, further studies are required to validate this general procedure for broader use in health research. Furthermore, due to unexamined heterogeneity, there is a need to replicate the results of this study in different patient populations.

Published
2019
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27. Global, regional, and national age-sex-specific mortality and life expectancy, 1950-2017: A systematic analysis for the Global Burden of Disease Study 2017

Author

Dicker, D. Nguyen, G. Abate, D. Abate, K.H. Abay, S.M. Abbafati, C. Abbasi, N. Abbastabar, H. Abd-Allah, F. Abdela, J. Abdelalim, A. Abdel-Rahman, O. Abdi, A. Abdollahpour, I. Abdulkader, R.S. Abdurahman, A.A. Abebe, H.T. Abebe, M. Abebe, Z. Abebo, T.A. Aboyans, V. Abraha, H.N. Abrham, A.R. Abu-Raddad, L.J. Abu-Rmeileh, N.M.E. Accrombessi, M.M.K. Acharya, P. Adebayo, O.M. Adedeji, I.A. Adedoyin, R.A. Adekanmbi, V. Adetokunboh, O.O. Adhena, B.M. Adhikari, T.B. Adib, M.G. Adou, A.K. Adsuar, J.C. Afarideh, M. Afshin, A. Agarwal, G. Aggarwal, R. Aghayan, S.A. Agrawal, S. Agrawal, A. Ahmadi, M. Ahmadi, A. Ahmadieh, H. Ahmed, M.L.C.B. Ahmed, S. Ahmed, M.B. Aichour, A.N. Aichour, I. Aichour, M.T.E. Akanda, A.S. Akbari, M.E. Akibu, M. Akinyemi, R.O. Akinyemiju, T. Akseer, N. Alahdab, F. Al-Aly, Z. Alam, K. Alebel, A. Aleman, A.V. Alene, K.A. Al-Eyadhy, A. Ali, R. Alijanzadeh, M. Alizadeh-Navaei, R. Aljunid, S.M. Alkerwi, A. Alla, F. Allebeck, P. Allen, C.A. Alonso, J. Al-Raddadi, R.M. Alsharif, U. Altirkawi, K. Alvis-Guzman, N. Amare, A.T. Amini, E. Ammar, W. Amoako, Y.A. Anber, N.H. Andrei, C.L. Androudi, S. Animut, M.D. Anjomshoa, M. Anlay, D.Z. Ansari, H. Ansariadi, A. Ansha, M.G. Antonio, C.A.T. Appiah, S.C.Y. Aremu, O. Areri, H.A. Ärnlöv, J. Arora, M. Artaman, A. Aryal, K.K. Asadi-Lari, M. Asayesh, H. Asfaw, E.T. Asgedom, S.W. Assadi, R. Ataro, Z. Atey, T.M.M. Athari, S.S. Atique, S. Atre, S.R. Atteraya, M.S. Attia, E.F. Ausloos, M. Avila-Burgos, L. Avokpaho, E.F.G.A. Awasthi, A. Awuah, B. Ayala Quintanilla, B.P. Ayele, H.T. Ayele, Y. Ayer, R. Ayuk, T.B. Azzopardi, P.S. Azzopardi-Muscat, N. Badali, H. Badawi, A. Balakrishnan, K. Bali, A.G. Banach, M. Banstola, A. Barac, A. Barboza, M.A. Barquera, S. Barrero, L.H. Basaleem, H. Bassat, Q. Basu, A. Basu, S. Baune, B.T. Bazargan-Hejazi, S. Bedi, N. Beghi, E. Behzadifar, M. Behzadifar, M. Béjot, Y. Bekele, B.B. Belachew, A.B. Belay, A.G. Belay, E. Belay, S.A. Belay, Y.A. Bell, M.L. Bello, A.K. Bennett, D.A. Bensenor, I.M. Berhane, A. Berman, A.E. Bernabe, E. Bernstein, R.S. Bertolacci, G.J. Beuran, M. Beyranvand, T. Bhala, N. Bhatia, E. Bhatt, S. Bhattarai, S. Bhaumik, S. Bhutta, Z.A. Biadgo, B. Bijani, A. Bikbov, B. Bililign, N. Bin Sayeed, M.S. Birlik, S.M. Birungi, C. Bisanzio, D. Biswas, T. Bjørge, T. Bleyer, A. Bora Basara, B. Bose, D. Bosetti, C. Boufous, S. Bourne, R. Brady, O.J. Bragazzi, N.L. Brant, L.C. Brazinova, A. Breitborde, N.J.K. Brenner, H. Britton, G. Brugha, T. Burke, K.E. Busse, R. Butt, Z.A. Cahuana-Hurtado, L. Callender, C.S.K.H. Campos-Nonato, I.R. Campuzano Rincon, J.C. Cano, J. Car, M. Cárdenas, R. Carreras, G. Carrero, J.J. Carter, A. Carvalho, F. Castañeda-Orjuela, C.A. Castillo Rivas, J. Castro, F. Catalá-López, F. Çavlin, A. Cerin, E. Chaiah, Y. Champs, A.P. Chang, H.-Y. Chang, J.-C. Chattopadhyay, A. Chaturvedi, P. Chen, W. Chiang, P.P.-C. Chimed-Ochir, O. Chin, K.L. Chisumpa, V.H. Chitheer, A. Choi, J.-Y.J. Christensen, H. Christopher, D.J. Chung, S.-C. Cicuttini, F.M. Ciobanu, L.G. Cirillo, M. Claro, R.M. Cohen, A.J. Collado-Mateo, D. Constantin, M.-M. Conti, S. Cooper, C. Cooper, L.T. Cortesi, P.A. Cortinovis, M. Cousin, E. Criqui, M.H. Cromwell, E.A. Crowe, C.S. Crump, J.A. Cucu, A. Cunningham, M. Daba, A.K. Dachew, B.A. Dadi, A.F. Dandona, L. Dandona, R. Dang, A.K. Dargan, P.I. Daryani, A. Das, S.K. Das Gupta, R. Das Neves, J. Dasa, T.T. Dash, A.P. Davis Weaver, N. Davitoiu, D.V. Davletov, K. Dayama, A. de Courten, B. De la Hoz, F.P. De leo, D. De Neve, J.-W. Degefa, M.G. Degenhardt, L. Degfie, T.T. Deiparine, S. Dellavalle, R.P. Demoz, G.T. Demtsu, B.B. Denova-Gutiérrez, E. Deribe, K. Dervenis, N. Des Jarlais, D.C. Dessie, G.A. Dey, S. Dharmaratne, S.D. Dhimal, M. Ding, E.L. Djalalinia, S. Doku, D.T. Dolan, K.A. Donnelly, C.A. Dorsey, E.R. Douwes-Schultz, D. Doyle, K.E. Drake, T.M. Driscoll, T.R. Dubey, M. Dubljanin, E. Duken, E.E. Duncan, B.B. Duraes, A.R. Ebrahimi, H. Ebrahimpour, S. Edessa, D. Edvardsson, D. Eggen, A.E. El Bcheraoui, C. El Sayed Zaki, M. Elfaramawi, M. El-Khatib, Z. Ellingsen, C.L. Elyazar, I.R.F. Enayati, A. Endries, A.Y.Y. Er, B. Ermakov, S.P. Eshrati, B. Eskandarieh, S. Esmaeili, R. Esteghamati, A. Esteghamati, S. Fakhar, M. Fakhim, H. Farag, T. Faramarzi, M. Fareed, M. Farhadi, F. Farid, T.A. E Sá Farinha, C.S. Farioli, A. Faro, A. Farvid, M.S. Farzadfar, F. Farzaei, M.H. Fazeli, M.S. Feigin, V.L. Feigl, A.B. Feizy, F. Fentahun, N. Fereshtehnejad, S.-M. Fernandes, E. Fernandes, J.C. Feyissa, G.T. Fijabi, D.O. Filip, I. Finegold, S. Fischer, F. Flor, L.S. Foigt, N.A. Ford, J.A. Foreman, K.J. Fornari, C. Frank, T.D. Franklin, R.C. Fukumoto, T. Fuller, J.E. Fullman, N. Fürst, T. Furtado, J.M. Futran, N.D. Galan, A. Gallus, S. Gambashidze, K. Gamkrelidze, A. Gankpe, F.G. Garcia-Basteiro, A.L. Garcia-Gordillo, M.A. Gebre, T. Gebre, A.K. Gebregergs, G.B. Gebrehiwot, T.T. Gebremedhin, A.T. Gelano, T.F. Gelaw, Y.A. Geleijnse, J.M. Genova-Maleras, R. Gessner, B.D. Getachew, S. Gething, P.W. Gezae, K.E. Ghadami, M.R. Ghadimi, R. Ghasemi Falavarjani, K. Ghasemi-Kasman, M. Ghiasvand, H. Ghimire, M. Ghoshal, A.G. Gill, P.S. Gill, T.K. Gillum, R.F. Giussani, G. Goenka, S. Goli, S. Gomez, R.S. Gomez-Cabrera, M.C. Gómez-Dantés, H. Gona, P.N. Goodridge, A. Gopalani, S.V. Goto, A. Goulart, A.C. Goulart, B.N.G. Grada, A. Grosso, G. Gugnani, H.C. Guimaraes, A.L.S. Guo, Y. Gupta, P.C. Gupta, R. Gupta, R. Gupta, T. Gyawali, B. Haagsma, J.A. Hachinski, V. Hafezi-Nejad, N. Hagos, T.B. Hailegiyorgis, T.T. Hailu, G.B. Haj-Mirzaian, A. Haj-Mirzaian, A. Hamadeh, R.R. Hamidi, S. Handal, A.J. Hankey, G.J. Harb, H.L. Harikrishnan, S. Haririan, H. Haro, J.M. Hasan, M. Hassankhani, H. Hassen, H.Y. Havmoeller, R. Hay, R.J. Hay, S.I. He, Y. Hedayatizadeh-Omran, A. Hegazy, M.I. Heibati, B. Heidari, M. Hendrie, D. Henok, A. Henry, N.J. Heredia-Pi, I. Herteliu, C. Heydarpour, F. Heydarpour, P. Heydarpour, S. Hibstu, D.T. Hoek, H.W. Hole, M.K. Homaie Rad, E. Hoogar, P. Horino, M. Hosgood, H.D. Hosseini, S.M. Hosseinzadeh, M. Hostiuc, S. Hostiuc, M. Hotez, P.J. Hoy, D.G. Hsairi, M. Htet, A.S. Hu, G. Huang, J.J. Husseini, A. Hussen, M.M. Hutfless, S. Iburg, K.M. Igumbor, E.U. Ikeda, C.T. Ilesanmi, O.S. Iqbal, U. Irvani, S.S.N. Isehunwa, O.O. Islam, S.M.S. Islami, F. Jahangiry, L. Jahanmehr, N. Jain, R. Jain, S.K. Jakovljevic, M. James, S.L. Javanbakht, M. Jayaraman, S. Jayatilleke, A.U. Jee, S.H. Jeemon, P. Jha, R.P. Jha, V. Ji, J.S. Johnson, S.C. Jonas, J.B. Joshi, A. Jozwiak, J.J. Jungari, S.B. Jürisson, M. Madhanraj, K. Kabir, Z. Kadel, R. Kahsay, A. Kahssay, M. Kalani, R. Kapil, U. Karami, M. Karami Matin, B. Karch, A. Karema, C. Karimi, N. Karimi, S.M. Karimi-Sari, H. Kasaeian, A. Kassa, G.M. Kassa, T.D. Kassa, Z.Y. Kassebaum, N.J. Katibeh, M. Katikireddi, S.V. Kaul, A. Kawakami, N. Kazemeini, H. Kazemi, Z. Kazemi Karyani, A. Prakash, K.C. Kebede, S. Keiyoro, P.N. Kemp, G.R. Kengne, A.P. Keren, A. Kereselidze, M. Khader, Y.S. Khafaie, M.A. Khajavi, A. Khalid, N. Khalil, I.A. Khan, E.A. Khan, G. Khan, M.S. Khan, M.A. Khang, Y.-H. Khanna, T. Khater, M.M. Khatony, A. Khazaie, H. Khoja, A.T. Khosravi, A. Khosravi, M.H. Khubchandani, J. Kiadaliri, A.A. Kibret, G.D.D. Kim, C.-I. Kim, D. Kim, J.Y. Kim, Y.-E. Kimokoti, R.W. Kinfu, Y. Kinra, S. Kisa, A. Kissimova-Skarbek, K. Kissoon, N. Kivimäki, M. Kleber, M.E. Knibbs, L.D. Knudsen, A.K.S. Kochhar, S. Kokubo, Y. Kolola, T. Kopec, J.A. Kosek, M.N. Kosen, S. Koul, P.A. Koyanagi, A. Kravchenko, M.A. Krishan, K. Krishnaswami, S. Kuate Defo, B. Kucuk Bicer, B. Kudom, A.A. Kuipers, E.J. Kulikoff, X.R. Kumar, G.A. Kumar, M. Kumar, P. Kumsa, F.A. Kutz, M.J. Lad, S.D. Lafranconi, A. Lal, D.K. Lalloo, R. Lam, H. Lami, F.H. Lan, Q. Langan, S.M. Lansingh, V.C. Lansky, S. Larson, H.J. Laryea, D.O. Lassi, Z.S. Latifi, A. Lavados, P.M. Laxmaiah, A. Lazarus, J.V. Lebedev, G. Lee, P.H. Leigh, J. Leshargie, C.T. Leta, S. Levi, M. Li, S. Li, Y. Li, X. Liang, J. Liang, X. Liben, M.L. Lim, L.-L. Lim, S.S. Limenih, M.A. Linn, S. Liu, S. Liu, Y. Lodha, R. Logroscino, G. Lonsdale, C. Lorch, S.A. Lorkowski, S. Lotufo, P.A. Lozano, R. Lucas, T.C.D. Lunevicius, R. Lyons, R.A. Ma, S. Mabika, C. Macarayan, E.R.K. Mackay, M.T. Maddison, E.R. Maddison, R. Madotto, F. Magdy Abd El Razek, H. Magdy Abd El Razek, M. Maghavani, D.P. Majdan, M. Majdzadeh, R. Majeed, A. Malekzadeh, R. Malik, M.A. Malta, D.C. Mamun, A.A. Manamo, W.A. Manda, A.-L. Mansournia, M.A. Mantovani, L.G. Mapoma, C.C. Marami, D. Maravilla, J.C. Marcenes, W. Marina, S. Martinez-Raga, J. Martins, S.C.O. Martins-Melo, F.R. März, W. Marzan, M.B. Mashamba-Thompson, T.P. Masiye, F. Massenburg, B.B. Maulik, P.K. Mazidi, M. McGrath, J.J. McKee, M. Mehata, S. Mehendale, S.M. Mehndiratta, M.M. Mehrotra, R. Mehta, K.M. Mehta, V. Mekonen, T. Mekonnen, T.C. Meles, H.G. Meles, K.G. Melese, A. Melku, M. Memiah, P.T.N. Memish, Z.A. Mendoza, W. Mengistu, D.T. Mengistu, G. Mensah, G.A. Mereta, S.T. Meretoja, A. Meretoja, T.J. Mestrovic, T. Mezgebe, H.B. Miangotar, Y. Miazgowski, B. Miazgowski, T. Miller, T.R. Mini, G.K. Mirica, A. Mirrakhimov, E.M. Misganaw, A.T. Moazen, B. Moges, N.A. Mohammad, K.A. Mohammadi, M. Mohammadifard, N. Mohammadi-Khanaposhtani, M. Mohammadnia-Afrouzi, M. Mohammed, S. Mohammed, M.A. Mohan, V. Mokdad, A.H. Molokhia, M. Monasta, L. Moradi, G. Moradi, M. Moradi-Lakeh, M. Moradinazar, M. Moraga, P. Morawska, L. Moreno Velásquez, I. Morgado-Da-costa, J. Morrison, S.D. Mosapour, A. Moschos, M.M. Mousavi, S.M. Muche, A.A. Muchie, K.F. Mueller, U.O. Mukhopadhyay, S. Mullany, E.C. Muller, K. Murhekar, M. Murphy, T.B. Murthy, G.V.S. Murthy, S. Musa, J. Musa, K.I. Mustafa, G. Muthupandian, S. Nachega, J.B. Nagel, G. Naghavi, M. Naheed, A. Nahvijou, A. Naik, G. Nair, S. Najafi, F. Nangia, V. Nansseu, J.R. Nascimento, B.R. Nawaz, H. Ncama, B.P. Neamati, N. Negoi, I. Negoi, R.I. Neupane, S. Newton, C.R.J. Ngalesoni, F.N. Ngunjiri, J.W. Nguyen, H.T. Nguyen, H.T. Nguyen, L.H. Nguyen, M. Nguyen, T.H. Ningrum, D.N.A. Nirayo, Y.L. Nisar, M.I. Nixon, M.R. Nolutshungu, N. Nomura, S. Norheim, O.F. Noroozi, M. Norrving, B. Noubiap, J.J. Nouri, H.R. Nourollahpour Shiadeh, M. Nowroozi, M.R. Nsoesie, E.O. Nyasulu, P.S. Ofori-Asenso, R. Ogah, O.S. Ogbo, F.A. Oh, I.-H. Okoro, A. Oladimeji, O. Olagunju, A.T. Olagunju, T.O. Olivares, P.R. Olusanya, B.O. Olusanya, J.O. Ong, S.K. Opio, J.N. Oren, E. Ortiz, J.R. Ortiz, A. Ota, E. Otstavnov, S.S. Øverland, S. Owolabi, M.O. Oyekale, A.S. Mahesh, P.A. Pacella, R. Pakhale, S. Pakhare, A.P. Pana, A. Panda, B.K. Panda-Jonas, S. Pandey, A.R. Pandian, J.D. Parisi, A. Park, E.-K. Parry, C.D.H. Parsian, H. Patel, S. Patle, A. Patten, S.B. Patton, G.C. Paudel, D. Pearce, N. Peprah, E.K. Pereira, A. Pereira, D.M. Perez, K.M. Perico, N. Pervaiz, A. Pesudovs, K. Petri, W.A. Petzold, M. Phillips, M.R. Pigott, D.M. Pillay, J.D. Pirsaheb, M. Pishgar, F. Plass, D. Polinder, S. Pond, C.D. Popova, S. Postma, M.J. Pourmalek, F. Pourshams, A. Poustchi, H. Prabhakaran, D. Prakash, V. Prakash, S. Prasad, N. Qorbani, M. Quistberg, D.A. Radfar, A. Rafay, A. Rafiei, A. Rahim, F. Rahimi, K. Rahimi-Movaghar, A. Rahimi-Movaghar, V. Rahman, M. Ur Rahman, M.H. Rahman, M.A. Ur Rahman, S. Rai, R.K. Rajati, F. Rajsic, S. Raju, S.B. Ram, U. Ranabhat, C.L. Ranjan, P. Ranta, A. Rasella, D. Rawaf, D.L. Rawaf, S. Ray, S.E. Razo-García, C. Rego, M.A.S. Rehm, J. Reiner, R.C. Reinig, N. Reis, C. Remuzzi, G. Renzaho, A.M.N. Resnikoff, S. Rezaei, S. Rezaeian, S. Rezai, M.S. Riahi, S.M. Ribeiro, A.L.P. Riojas, H. Rios-Blancas, M.J. Roba, K.T. Robinson, S.R. Roever, L. Ronfani, L. Roshandel, G. Roshchin, D.O. Rostami, A. Rothenbacher, D. Rubagotti, E. Ruhago, G.M. Saadat, S. Sabde, Y.D. Sachdev, P.S. Saddik, B. Sadeghi, E. Saeedi Moghaddam, S. Safari, H. Safari, Y. Safari-Faramani, R. Safdarian, M. Safi, S. Safiri, S. Sagar, R. Sahebkar, A. Sahraian, M.A. Sajadi, H.S. Salahshoor, M. Salam, N. Salama, J.S. Salamati, P. Saldanha, R.F. Salimi, Y. Salimzadeh, H. Salz, I. Sambala, E.Z. Samy, A.M. Sanabria, J. Sanchez-Niño, M.D. Santos, I.S. Santos, J.V. Santric Milicevic, M.M. Sao Jose, B.P. Sardana, M. Sarker, A.R. Sarrafzadegan, N. Sartorius, B. Sarvi, S. Sathian, B. Satpathy, M. Savic, M. Sawant, A.R. Sawhney, M. Saxena, S. Sayyah, M. Scaria, V. Schaeffner, E. Schelonka, K. Schmidt, M.I. Schneider, I.J.C. Schöttker, B. Schutte, A.E. Schwebel, D.C. Schwendicke, F. Scott, J.G. Sekerija, M. Sepanlou, S.G. Serván-Mori, E. Shabaninejad, H. Shackelford, K.A. Shafieesabet, A. Shaheen, A.A. Shaikh, M.A. Shakir, R.A. Shams-Beyranvand, M. Shamsi, M. Shamsizadeh, M. Sharafi, H. Sharafi, K. Sharif, M. Sharif-Alhoseini, M. Sharma, M. Sharma, J. Sharma, R. She, J. Sheikh, A. Sheth, K.N. Shi, P. Shibuya, K. Shifa, G.T. Shiferaw, M.S. Shigematsu, M. Shiri, R. Shirkoohi, R. Shiue, I. Shokraneh, F. Shrime, M.G. Shukla, S.R. Si, S. Siabani, S. Siddiqi, T.J. Sigfusdottir, I.D. Sigurvinsdottir, R. Silpakit, N. Silva, D.A.S. Silva, J.P. Silveira, D.G.A. Singam, N.S.V. Singh, J.A. Singh, V. Sinha, A.P. Sinha, D.N. Sitas, F. Skirbekk, V. Sliwa, K. Soares Filho, A.M. Sobaih, B.H. Sobhani, S. Soofi, M. Soriano, J.B. Soyiri, I.N. Sposato, L.A. Sreeramareddy, C.T. Srinivasan, V. Srivastava, R.K. Starodubov, V.I. Stathopoulou, V. Steel, N. Stein, D.J. Steiner, C. Stewart, L.G. Stokes, M.A. Sudaryanto, A. Sufiyan, M.B. Sulo, G. Sunguya, B.F. Sur, P.J. Sutradhar, I. Sykes, B.L. Sylaja, P.N. Sylte, D.O. Szoeke, C.E.I. Tabarés-Seisdedos, R. Tabuchi, T. Tadakamadla, S.K. Takahashi, K. Tandon, N. Tassew, A.A. Tassew, S.G. Tavakkoli, M. Taveira, N. Tawye, N.Y. Tehrani-Banihashemi, A. Tekalign, T.G. Tekle, M.G. Temesgen, H. Temsah, M.-H. Temsah, O. Terkawi, A.S. Teshale, M.Y. Tessema, B. Teweldemedhin, M. Thakur, J.S. Thankappan, K.R. Thirunavukkarasu, S. Thomas, L.A. Thomas, N. Thrift, A.G. Tilahun, B. To, Q.G. Tobe-Gai, R. Tonelli, M. Topor-Madry, R. Topouzis, F. Torre, A.E. Tortajada-Girbés, M. Tovani-Palone, M.R. Towbin, J.A. Tran, B.X. Tran, K.B. Tripathi, S. Tripathy, S.P. Truelsen, T.C. Truong, N.T. Tsadik, A.G. Tsilimparis, N. Tudor Car, L. Tuzcu, E.M. Tyrovolas, S. Ukwaja, K.N. Ullah, I. Usman, M.S. Uthman, O.A. Uzun, S.B. Vaduganathan, M. Vaezi, A. Vaidya, G. Valdez, P.R. Varavikova, E. Varughese, S. Vasankari, T.J. Vasconcelos, A.M.N. Venketasubramanian, N. Vidavalur, R. Villafaina, S. Violante, F.S. Vladimirov, S.K. Vlassov, V. Vollset, S.E. Vos, T. Vosoughi, K. Vujcic, I.S. Wagner, G.R. Wagnew, F.W.S. Waheed, Y. Wang, Y. Wang, Y.-P. Wassie, M.M. Weiderpass, E. Weintraub, R.G. Weiss, D.J. Weiss, J. Weldegebreal, F. Weldegwergs, K.G. Werdecker, A. Westerman, R. Whiteford, H.A. Widecka, J. Widecka, K. Wijeratne, T. Winkler, A.S. Wiysonge, C.S. Wolfe, C.D.A. Wondemagegn, S.A. Wu, S. Wyper, G.M.A. Xu, G. Yadav, R. Yakob, B. Yamada, T. Yan, L.L. Yano, Y. Yaseri, M. Yasin, Y.J. Ye, P. Yearwood, J.A. Yentür, G.K. Yeshaneh, A. Yimer, E.M. Yip, P. Yisma, E. Yonemoto, N. Yoon, S.-J. York, H.W. Yotebieng, M. Younis, M.Z. Yousefifard, M. Yu, C. Zachariah, G. Zadnik, V. Zafar, S. Zaidi, Z. Zaman, S.B. Zamani, M. Zare, Z. Zeeb, H. Zeleke, M.M. Zenebe, Z.M. Zerfu, T.A. Zhang, K. Zhang, X. Zhou, M. Zhu, J. Zodpey, S. Zucker, I. Zuhlke, L.J.J. Lopez, A.D. Gakidou, E. Murray, C.J.L. GBD 2017 Mortality Collaborators

Abstract

Background: Assessments of age-specifc mortality and life expectancy have been done by the UN Population Division, Department of Economics and Social Afairs (UNPOP), the United States Census Bureau, WHO, and as part of previous iterations of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD). Previous iterations of the GBD used population estimates from UNPOP, which were not derived in a way that was internally consistent with the estimates of the numbers of deaths in the GBD. The present iteration of the GBD, GBD 2017, improves on previous assessments and provides timely estimates of the mortality experience of populations globally. Methods: The GBD uses all available data to produce estimates of mortality rates between 1950 and 2017 for 23 age groups, both sexes, and 918 locations, including 195 countries and territories and subnational locations for 16 countries. Data used include vital registration systems, sample registration systems, household surveys (complete birth histories, summary birth histories, sibling histories), censuses (summary birth histories, household deaths), and Demographic Surveillance Sites. In total, this analysis used 8259 data sources. Estimates of the probability of death between birth and the age of 5 years and between ages 15 and 60 years are generated and then input into a model life table system to produce complete life tables for all locations and years. Fatal discontinuities and mortality due to HIV/AIDS are analysed separately and then incorporated into the estimation. We analyse the relationship between age-specifc mortality and development status using the Socio-demographic Index, a composite measure based on fertility under the age of 25 years, education, and income. There are four main methodological improvements in GBD 2017 compared with GBD 2016: 622 additional data sources have been incorporated; new estimates of population, generated by the GBD study, are used; statistical methods used in diferent components of the analysis have been further standardised and improved; and the analysis has been extended backwards in time by two decades to start in 1950. Findings: Globally, 18·7% (95% uncertainty interval 18·4-19·0) of deaths were registered in 1950 and that proportion has been steadily increasing since, with 58·8% (58·2-59·3) of all deaths being registered in 2015. At the global level, between 1950 and 2017, life expectancy increased from 48·1 years (46·5-49·6) to 70·5 years (70·1-70·8) for men and from 52·9 years (51·7-54·0) to 75·6 years (75·3-75·9) for women. Despite this overall progress, there remains substantial variation in life expectancy at birth in 2017, which ranges from 49·1 years (46·5-51·7) for men in the Central African Republic to 87·6 years (86·9-88·1) among women in Singapore. The greatest progress across age groups was for children younger than 5 years; under-5 mortality dropped from 216·0 deaths (196·3-238·1) per 1000 livebirths in 1950 to 38·9 deaths (35·6-42·83) per 1000 livebirths in 2017, with huge reductions across countries. Nevertheless, there were still 5·4 million (5·2-5·6) deaths among children younger than 5 years in the world in 2017. Progress has been less pronounced and more variable for adults, especially for adult males, who had stagnant or increasing mortality rates in several countries. The gap between male and female life expectancy between 1950 and 2017, while relatively stable at the global level, shows distinctive patterns across super-regions and has consistently been the largest in central Europe, eastern Europe, and central Asia, and smallest in south Asia. Performance was also variable across countries and time in observed mortality rates compared with those expected on the basis of development. Interpretation: This analysis of age-sex-specifc mortality shows that there are remarkably complex patterns in population mortality across countries. The fndings of this study highlight global successes, such as the large decline in under-5 mortality, which refects signifcant local, national, and global commitment and investment over several decades. However, they also bring attention to mortality patterns that are a cause for concern, particularly among adult men and, to a lesser extent, women, whose mortality rates have stagnated in many countries over the time period of this study, and in some cases are increasing. © 2018 The Author(s).

Published
2018

28. The effect of immunomodulatory treatment on multiple sclerosis fatigue

Author

Metz, L.M., Patten, S.B, Archibald, C.J., Bakker, J.I., Harris, C.J., Patry, D.G., Bell, R.B., Yeung, M., Murphy, W.F., Stoian, C.A, Billesberger, K., Tillptson, L., Peters, S., and McGowan, D.

Subjects
Multiple sclerosis -- Research, Multiple sclerosis -- Care and treatment, Multiple sclerosis -- Complications and side effects, Fatigue -- Research, Fatigue -- Care and treatment, Fatigue -- Drug therapy, Fatigue -- Analysis, Interferon -- Dosage and administration, Interferon -- Analysis, Health, Psychology and mental health
Published
2004

29. Global, regional, and national age-sex-specific mortality and life expectancy, 1950-2017: A systematic analysis for the Global Burden of Disease Study 2017.

Author

Sartorius B., Venketasubramanian N., Vidavalur R., Villafaina S., Violante F.S., Vladimirov S.K., Vlassov V., Vollset S.E., Vos T., Vosoughi K., Vujcic I.S., Wagner G.R., Wagnew F.W.S., Waheed Y., Wang Y., Wang Y.-P., Wassie M.M., Weiderpass E., Weintraub R.G., Weiss D.J., Weiss J., Weldegebreal F., Weldegwergs K.G., Werdecker A., Westerman R., Whiteford H.A., Widecka J., Widecka K., Wijeratne T., Winkler A.S., Wiysonge C.S., Wolfe C.D.A., Wondemagegn S.A., Wu S., Wyper G.M.A., Xu G., Yadav R., Yakob B., Yamada T., Yan L.L., Yano Y., Yaseri M., Yasin Y.J., Ye P., Yearwood J.A., YentA1/4r G.K., Yeshaneh A., Yimer E.M., Yip P., Yisma E., Yonemoto N., Yoon S.-J., York H.W., Yotebieng M., Younis M.Z., Yousefifard M., Yu C., Zachariah G., Zadnik V., Zafar S., Zaidi Z., Zaman S.B., Zamani M., Zare Z., Zeeb H., Zeleke M.M., Zenebe Z.M., Zerfu T.A., Zhang K., Zhang X., Zhou M., Zhu J., Zodpey S., Zucker I., Zuhlke L.J.J., Lopez A.D., Gakidou E., Murray C.J.L., de Courten B., Thrift A.G., Dicker D., Nguyen G., Abate D., Abate K.H., Abay S.M., Abbafati C., Abbasi N., Abbastabar H., Abd-Allah F., Abdela J., Abdelalim A., Abdel-Rahman O., Abdi A., Abdollahpour I., Abdulkader R.S., Abdurahman A.A., Abebe H.T., Abebe M., Abebe Z., Abebo T.A., Aboyans V., Abraha H.N., Abrham A.R., Abu-Raddad L.J., Abu-Rmeileh N.M.E., Accrombessi M.M.K., Acharya P., Adebayo O.M., Adedeji I.A., Adedoyin R.A., Adekanmbi V., Adetokunboh O.O., Adhena B.M., Adhikari T.B., Adib M.G., Adou A.K., Adsuar J.C., Afarideh M., Afshin A., Agarwal G., Aggarwal R., Aghayan S.A., Agrawal S., Agrawal A., Ahmadi M., Ahmadi A., Ahmadieh H., Ahmed M.L.C.B., Ahmed S., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Akanda A.S., Akbari M.E., Akibu M., Akinyemi R.O., Akinyemiju T., Akseer N., Alahdab F., Al-Aly Z., Alam K., Alebel A., Aleman A.V., Alene K.A., Al-Eyadhy A., Ali R., Alijanzadeh M., Alizadeh-Navaei R., Aljunid S.M., Alkerwi A., Alla F., Allebeck P., Allen C.A., Alonso J., Al-Raddadi R.M., Alsharif 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Elfaramawi M., El-Khatib Z., Ellingsen C.L., Elyazar I.R.F., Enayati A., Endries A.Y.Y., Er B., Ermakov S.P., Eshrati B., Eskandarieh S., Esmaeili R., Esteghamati A., Esteghamati S., Fakhar M., Fakhim H., Farag T., Faramarzi M., Fareed M., Farhadi F., Farid T.A., E SA Farinha C.S., Farioli A., Faro A., Farvid M.S., Farzadfar F., Farzaei M.H., Fazeli M.S., Feigin V.L., Feigl A.B., Feizy F., Fentahun N., Fereshtehnejad S.-M., Fernandes E., Fernandes J.C., Feyissa G.T., Fijabi D.O., Filip I., Finegold S., Fischer F., Flor L.S., Foigt N.A., Ford J.A., Foreman K.J., Fornari C., Frank T.D., Franklin R.C., Fukumoto T., Fuller J.E., Fullman N., FA1/4rst T., Furtado J.M., Futran N.D., Galan A., Gallus S., Gambashidze K., Gamkrelidze A., Gankpe F.G., Garcia-Basteiro A.L., Garcia-Gordillo M.A., Gebre T., Gebre A.K., Gebregergs G.B., Gebrehiwot T.T., Gebremedhin A.T., Gelano T.F., Gelaw Y.A., Geleijnse J.M., Genova-Maleras R., Gessner B.D., Getachew S., Gething P.W., Gezae K.E., Ghadami M.R., 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Mini G.K., Mirica A., Mirrakhimov E.M., Misganaw A.T., Moazen B., Moges N.A., Mohammad K.A., Mohammadi M., Mohammadifard N., Mohammadi-Khanaposhtani M., Mohammadnia-Afrouzi M., Mohammed S., Mohammed M.A., Mohan V., Mokdad A.H., Molokhia M., Monasta L., Moradi G., Moradi M., Moradi-Lakeh M., Moradinazar M., Moraga P., Morawska L., Moreno VelAsquez I., Morgado-Da-costa J., Morrison S.D., Mosapour A., Moschos M.M., Mousavi S.M., Muche A.A., Muchie K.F., Mueller U.O., Mukhopadhyay S., Mullany E.C., Muller K., Murhekar M., Murphy T.B., Murthy G.V.S., Murthy S., Musa J., Musa K.I., Mustafa G., Muthupandian S., Nachega J.B., Nagel G., Naghavi M., Naheed A., Nahvijou A., Naik G., Nair S., Najafi F., Nangia V., Nansseu J.R., Nascimento B.R., Nawaz H., Ncama B.P., Neamati N., Negoi I., Negoi R.I., Neupane S., Newton C.R.J., Ngalesoni F.N., Ngunjiri J.W., Nguyen H.T., Nguyen L.H., Nguyen M., Nguyen T.H., Ningrum D.N.A., Nirayo Y.L., Nisar M.I., Nixon M.R., Nolutshungu N., Nomura S., Norheim O.F., 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Abstract

Background: Assessments of age-specifc mortality and life expectancy have been done by the UN Population Division, Department of Economics and Social Afairs (UNPOP), the United States Census Bureau, WHO, and as part of previous iterations of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD). Previous iterations of the GBD used population estimates from UNPOP, which were not derived in a way that was internally consistent with the estimates of the numbers of deaths in the GBD. The present iteration of the GBD, GBD 2017, improves on previous assessments and provides timely estimates of the mortality experience of populations globally. Method(s): The GBD uses all available data to produce estimates of mortality rates between 1950 and 2017 for 23 age groups, both sexes, and 918 locations, including 195 countries and territories and subnational locations for 16 countries. Data used include vital registration systems, sample registration systems, household surveys (complete birth histories, summary birth histories, sibling histories), censuses (summary birth histories, household deaths), and Demographic Surveillance Sites. In total, this analysis used 8259 data sources. Estimates of the probability of death between birth and the age of 5 years and between ages 15 and 60 years are generated and then input into a model life table system to produce complete life tables for all locations and years. Fatal discontinuities and mortality due to HIV/AIDS are analysed separately and then incorporated into the estimation. We analyse the relationship between age-specifc mortality and development status using the Socio-demographic Index, a composite measure based on fertility under the age of 25 years, education, and income. There are four main methodological improvements in GBD 2017 compared with GBD 2016: 622 additional data sources have been incorporated; new estimates of population, generated by the GBD study, are used; statistical methods used in diferent comp

Published
2018

37. Global, regional, and national under-5 mortality, adult mortality, age-specific mortality, and life expectancy, 1970-2016: A systematic analysis for the Global Burden of Disease Study 2016.

Author

Shetty B.P., Tekle D.Y., Temam Shifa G., Temsah M.-H., Terkawi A.S., Tesema C.L., Tesssema B., Theis A., Thomas N., Thompson A.H., Thomson A.J., Tiruye T.Y., Tobe-Gai R., Tonelli M., Topor-Madry R., Topouzis F., Tortajada M., Tran B.X., Truelsen T., Trujillo U., Tsilimparis N., Tuem K.B., Tuzcu E.M., Tyrovolas S., Ukwaja K.N., Undurraga E.A., Uthman O.A., Uzochukwu B.S.C., Van Boven J.F.M., Varakin Y.Y., Varughese S., Vasankari T., Vasconcelos A.M.N., Venketasubramanian N., Vidavalur R., Violante F.S., Vishnu A., Vladimirov S.K., Vlassov V.V., Vollset S.E., Vos T., Waid J.L., Wakayo T., Wang Y.-P., Weichenthal S., Weiderpass E., Weintraub R.G., Werdecker A., Wesana J., Wijeratne T., Wilkinson J.D., Wiysonge C.S., Woldeyes B.G., Wolfe C.D.A., Workicho A., Workie S.B., Xavier D., Xu G., Yaghoubi M., Yakob B., Yalew A.Z., Yan L.L., Yano Y., Yaseri M., Ye P., Yimam H.H., Yip P., Yirsaw B.D., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Zaidi Z., El Sayed Zaki M., Zeeb H., Zenebe Z.M., Zerfu T.A., Zhang A.L., Zhang X., Zodpey S., Zuhlke L.J., Lopez A.D., Murray C.J.L., De Courten B., Singh A., Thrift A.G., Wang H., Abajobir A.A., Abate K.H., Abbafati C., Abbas K.M., Abd-Allah F., Abera S.F., Abraha H.N., Abu-Raddad L.J., Abu-Rmeileh N.M.E., Adedeji I.A., Adedoyin R.A., Adetifa I.M.O., Adetokunboh O., Afshin A., Aggarwal R., Agrawal A., Agrawal S., Ahmad Kiadaliri A., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Aiyar S., Akanda A.S., Akinyemiju T.F., Akseer N., Al-Eyadhy A., Al Lami F.H., Alabed S., Alahdab F., Al-Aly Z., Alam K., Alam N., Alasfoor D., Aldridge R.W., Alene K.A., Alhabib S., Ali R., Alizadeh-Navaei R., Aljunid S.M., Alkaabi J.M., Alkerwi A., Alla F., Allam S.D., Allebeck P., Al-Raddadi R., Alsharif U., Altirkawi K.A., Martin E.A., Alvis-Guzman N., Amare A.T., Ameh E.A., Amini E., Ammar W., Amoako Y.A., Anber N., Andrei C.L., Androudi S., Ansari H., Ansha M.G., Antonio C.A.T., Anwari P., Arnlov J., Arora M., Artaman A., Aryal K.K., Asayesh H., Asgedom S.W., Asghar R.J., Assadi R., Atey T.M., Atre S.R., Avila-Burgos L., Avokpaho E.F.G.A., Awasthi A., Ayala Quintanilla B.P., Babalola T.K., Bacha U., Badawi A., Balakrishnan K., Balalla S., Barac A., Barber R.M., Barboza M.A., Barker-Collo S.L., Barnighausen T., Barquera S., Barregard L., Barrero L.H., Baune B.T., Bazargan-Hejazi S., Bedi N., Beghi E., Bejot Y., Bekele B.B., Bell M.L., Bello A.K., Bennett D.A., Bennett J.R., Bensenor I.M., Benson J., Berhane A., Berhe D.F., Bernabe E., Beuran M., Beyene A.S., Bhala N., Bhansali A., Bhaumik S., Bhutta Z.A., Bikbov B., Birungi C., Biryukov S., Bisanzio D., Bizuayehu H.M., Bjerregaard P., Blosser C.D., Boneya D.J., Boufous S., Bourne R.R.A., Brazinova A., Breitborde N.J.K., Brenner H., Brugha T.S., Bukhman G., Bulto L.N.B., Bumgarner B.R., Burch M., Butt Z.A., Cahill L.E., Cahuana-Hurtado L., Campos-Nonato I.R., Car J., Car M., Cardenas R., Carpenter D.O., Carrero J.J., Carter A., Castaneda-Orjuela C.A., Castillo Rivas J., Castro F.F., Castro R.E., Catala-Lopez F., Chen H., Chiang P.P.-C., Chibalabala M., Chisumpa V.H., Chitheer A.A., Choi J.-Y.J., Christensen H., Christopher D.J., Ciobanu L.G., Cirillo M., Cohen A.J., Colquhoun S.M., Coresh J., Criqui M.H., Cromwell E.A., Crump J.A., Dandona L., Dandona R., Dargan P.I., Das Neves J., Davey G., Davitoiu D.V., Davletov K., De Leo D., Degenhardt L., Deiparine S., Dellavalle R.P., Deribe K., Deribew A., Des Jarlais D.C., Dey S., Dharmaratne S.D., Dherani M.K., Diaz-Torne C., Ding E.L., Dixit P., Djalalinia S., Do H.P., Doku D.T., Donnelly C.A., Dos Santos K.P.B., Douwes-Schultz D., Driscoll T.R., Duan L., Dubey M., Duncan B.B., Dwivedi L.K., Ebrahimi H., El Bcheraoui C., Ellingsen C.L., Enayati A., Endries A.Y., Ermakov S.P., Eshetie S., Eshrati B., Eskandarieh S., Esteghamati A., Estep K., Fanuel F.B.B., Faro A., Farvid M.S., Farzadfar F., Feigin V.L., Fereshtehnejad S.-M., Fernandes J.G., Fernandes J.C., Feyissa T.R., Filip I., Fischer F., Foigt N., Foreman K.J., Frank T., Franklin R.C., Fraser M., Friedman J., Frostad J.J., Fullman N., Furst T., Furtado J.M., Futran N.D., Gakidou E., Gambashidze K., Gamkrelidze A., Gankpe F.G., Garcia-Basteiro A.L., Gebregergs G.B., Gebrehiwot T.T., Gebrekidan K.G., Gebremichael M.W., Gelaye A.A., Geleijnse J.M., Gemechu B.L., Gemechu K.S., Genova-Maleras R., Gesesew H.A., Gething P.W., Gibney K.B., Gill P.S., Gillum R.F., Giref A.Z., Girma B.W., Giussani G., Goenka S., Gomez B., Gona P.N., Gopalani S.V., Goulart A.C., Graetz N., Gugnani H.C., Gupta P.C., Gupta R., Gupta T., Gupta V., Haagsma J.A., Hafezi-Nejad N., Haghparast Bidgoli H., Hakuzimana A., Halasa Y.A., Hamadeh R.R., Hambisa M.T., Hamidi S., Hammami M., Hancock J., Handal A.J., Hankey G.J., Hao Y., Harb H.L., Hareri H.A., Harikrishnan S., Haro J.M., Hassanvand M.S., Havmoeller R., Hay R.J., Hay S.I., He F., Heredia-Pi I.B., Herteliu C., Hilawe E.H., Hoek H.W., Horita N., Hosgood H.D., Hostiuc S., Hotez P.J., Hoy D.G., Hsairi M., Htet A.S., Hu G., Huang H., Huang J.J., Iburg K.M., Igumbor E.U., Ileanu B.V., Inoue M., Irenso A.A., Irvine C.M.S., Islam N., Jacobsen K.H., Jaenisch T., Jahanmehr N., Jakovljevic M.B., Javanbakht M., Jayatilleke A.U., Jeemon P., Jensen P.N., Jha V., Jin Y., John D., John O., Johnson S.C., Jonas J.B., Jurisson M., Kabir Z., Kadel R., Kahsay A., Kalkonde Y., Kamal R., Kan H., Karch A., Karema C.K., Karimi S.M., Karthikeyan G., Kasaeian A., Kassaw N.A., Kassebaum N.J., Kastor A., Katikireddi S.V., Kaul A., Kawakami N., Kazanjan K., Keiyoro P.N., Kelbore S.G., Kemp A.H., Kengne A.P., Keren A., Kereselidze M., Kesavachandran C.N., Ketema E.B., Khader Y.S., Khalil I.A., Khan E.A., Khan G., Khang Y.-H., Khera S., Khoja A.T.A., Khosravi M.H., Kibret G.D., Kieling C., Kim C.-I., Kim D., Kim P., Kim S., Kim Y.J., Kimokoti R.W., Kinfu Y., Kishawi S., Kissimova-Skarbek K.A., Kissoon N., Kivimaki M., Knudsen A.K., Kokubo Y., Kopec J.A., Kosen S., Koul P.A., Koyanagi A., Kravchenko M., Krohn K.J., Kuate Defo B., Kucuk Bicer B., Kuipers E.J., Kulikoff X.R., Kulkarni V.S., Kumar G.A., Kumar P., Kumsa F.A., Kutz M., Lachat C., Lagat A.K., Lager A.C.J., Lal D.K., Lalloo R., Lambert N., Lan Q., Lansingh V.C., Larson H.J., Larsson A., Laryea D.O., Lavados P.M., Laxmaiah A., Lee P.H., Leigh J., Leung J., Leung R., Levi M., Li Y., Liao Y., Liben M.L., Lim S.S., Linn S., Lipshultz S.E., Liu S., Lodha R., Logroscino G., Lorch S.A., Lorkowski S., Lotufo P.A., Lozano R., Lunevicius R., Lyons R.A., Ma S., Macarayan E.R.K., Machado I.E., Mackay M.T., Magdy Abd El Razek M., Magis-Rodriguez C., Mahdavi M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Mantovani L.G., Manyazewal T., Mapoma C.C., Marczak L.B., Marks G.B., Martinez-Raga J., Martins-Melo F.R., Massano J., Maulik P.K., Mayosi B.M., Mazidi M., McAlinden C., McGarvey S.T., McGrath J.J., McKee M., Mehata S., Mehndiratta M.M., Mehta K.M., Meier T., Mekonnen T.C., Meles K.G., Memiah P., Memish Z.A., Mendoza W., Mengesha M.M., Mengistie M.A., Mengistu D.T., Menon G.R., Menota B.G., Mensah G.A., Meretoja A., Meretoja T.J., Mezgebe H.B., Micha R., Mikesell J., Miller T.R., Mills E.J., Minnig S., Mirarefin M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mohammad K.A., Mohammadi A., Mohammed K.E., Mohammed S., Mohan M.B.V., Mohanty S.K., Mokdad A.H., Molla Assaye A., Mollenkopf S.K., Molokhia M., Monasta L., Montanez Hernandez J.C., Montico M., Mooney M.D., Moore A.R., Moradi-Lakeh M., Moraga P., Morawska L., Moreno Velasquez I., Mori R., Morrison S.D., Mruts K.B., Mueller U.O., Mullany E., Muller K., Murthy G.V.S., Murthy S., Musa K.I., Nachega J.B., Nagata C., Nagel G., Naghavi M., Naidoo K.S., Nanda L., Nangia V., Nascimento B.R., Natarajan G., Negoi I., Nguyen C.T., Nguyen G., Nguyen Q.L., Nguyen T.H., Ningrum D.N.A., Nisar M.I., Nomura M., Nong V.M., Norheim O.F., Norrving B., Noubiap J.J.N., Nyakarahuka L., Obermeyer C.M., O'Donnell M.J., Ogbo F.A., Oh I.-H., Okoro A., Oladimeji O., Olagunju A.T., Olusanya B.O., Olusanya J.O., Oren E., Ortiz A., Osgood-Zimmerman A., Ota E., Owolabi M.O., Oyekale A.S., Mahesh P.A., Pacella R.E., Pakhale S., Pana A., Panda B.K., Panda-Jonas S., Park E.-K., Parsaeian M., Patel T., Patten S.B., Patton G.C., Paudel D., Pereira D.M., Perez-Padilla R., Perez-Ruiz F., Perico N., Pervaiz A., Pesudovs K., Peterson C.B., Petri W.A., Petzold M., Phillips M.R., Piel F.B., Pigott D.M., Pishgar F., Plass D., Polinder S., Popova S., Postma M.J., Poulton R.G., Pourmalek F., Prasad N., Purwar M., Qorbani M., Rabiee R.H.S., Radfar A., Rafay A., Rahimi-Movaghar A., Rahimi-Movaghar V., Rahman M., Rahman M.H.U., Rahman S.U., Rai R.K., Rajsic S., Ram U., Rana S.M., Ranabhat C.L., Rao P.V., Rawaf S., Ray S.E., Rego M.A.S., Rehm J., Reiner R.C., Remuzzi G., Renzaho A.M.N.N., Resnikoff S., Rezaei S., Rezai M.S., Ribeiro A.L., Rokni M.B., Ronfani L., Roshandel G., Roth G.A., Rothenbacher D., Roy A., Rubagotti E., Ruhago G.M., Saadat S., Sabde Y.D., Sachdev P.S., Sadat N., Safdarian M., Safi S., Safiri S., Sagar R., Sahathevan R., Sahebkar A., Sahraian M.A., Salama J., Salamati P., Salomon J.A., Salvi S.S., Samy A.M., Sanabria J.R., Sanchez-Nino M.D., Santos I.S., Santric Milicevic M.M., Sarmiento-Suarez R., Sartorius B., Satpathy M., Sawhney M., Saxena S., Saylan M.I., Schmidt M.I., Schneider I.J.C., Schutte A.E., Schwebel D.C., Schwendicke F., Seedat S., Seid A.M., Sepanlou S.G., Servan-Mori E.E., Shackelford K.A., Shaheen A., Shahraz S., Shaikh M.A., Shamsipour M., Shamsizadeh M., Islam S.M.S., Sharma J., Sharma R., She J., Shen J., Shi P., Shibuya K., Shigematsu M., Shiri R., Shiue I., Shrime M.G., Sigfusdottir I.D., Silberberg D.H., Silpakit N., Silva D.A.S., Silva J.P., Silveira D.G.A., Sindi S., Singh J.A., Singh P.K., Singh V., Sinha D.N., Skiadaresi E., Sligar A., Smith D.L., Sobaih B.H.A., Sobngwi E., Soneji S., Soriano J.B., Sreeramareddy C.T., Srinivasan V., Stathopoulou V., Steel N., Stein D.J., Steiner C., Stockl H., Stokes M.A., Strong M., Sufiyan M.B., Suliankatchi R.A., Sunguya B.F., Sur P.J., Swaminathan S., Sykes B.L., Szoeke C.E.I., Tabares-Seisdedos R., Tadakamadla S.K., Tadese F., Tandon N., Tanne D., Tarajia M., Tavakkoli M., Taveira N., Tehrani-Banihashemi A., Tekelab T., Shetty B.P., Tekle D.Y., Temam Shifa G., Temsah M.-H., Terkawi A.S., Tesema C.L., Tesssema B., Theis A., Thomas N., Thompson A.H., Thomson A.J., Tiruye T.Y., Tobe-Gai R., Tonelli M., Topor-Madry R., Topouzis F., Tortajada M., Tran B.X., Truelsen T., Trujillo U., Tsilimparis N., Tuem K.B., Tuzcu E.M., Tyrovolas S., Ukwaja K.N., Undurraga E.A., Uthman O.A., Uzochukwu B.S.C., Van Boven J.F.M., Varakin Y.Y., Varughese S., Vasankari T., Vasconcelos A.M.N., Venketasubramanian N., Vidavalur R., Violante F.S., Vishnu A., Vladimirov S.K., Vlassov V.V., Vollset S.E., Vos T., Waid J.L., Wakayo T., Wang Y.-P., Weichenthal S., Weiderpass E., Weintraub R.G., Werdecker A., Wesana J., Wijeratne T., Wilkinson J.D., Wiysonge C.S., Woldeyes B.G., Wolfe C.D.A., Workicho A., Workie S.B., Xavier D., Xu G., Yaghoubi M., Yakob B., Yalew A.Z., Yan L.L., Yano Y., Yaseri M., Ye P., Yimam H.H., Yip P., Yirsaw B.D., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Zaidi Z., El Sayed Zaki M., Zeeb H., Zenebe Z.M., Zerfu T.A., Zhang A.L., Zhang X., Zodpey S., Zuhlke L.J., Lopez A.D., Murray C.J.L., De Courten B., Singh A., Thrift A.G., Wang H., Abajobir A.A., Abate K.H., Abbafati C., Abbas K.M., Abd-Allah F., Abera S.F., Abraha H.N., Abu-Raddad L.J., Abu-Rmeileh N.M.E., Adedeji I.A., Adedoyin R.A., Adetifa I.M.O., Adetokunboh O., Afshin A., Aggarwal R., Agrawal A., Agrawal S., Ahmad Kiadaliri A., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Aiyar S., Akanda A.S., Akinyemiju T.F., Akseer N., Al-Eyadhy A., Al Lami F.H., Alabed S., Alahdab F., Al-Aly Z., Alam K., Alam N., Alasfoor D., Aldridge R.W., Alene K.A., Alhabib S., Ali R., Alizadeh-Navaei R., Aljunid S.M., Alkaabi J.M., Alkerwi A., Alla F., Allam S.D., Allebeck P., Al-Raddadi R., Alsharif U., Altirkawi K.A., Martin E.A., Alvis-Guzman N., Amare A.T., Ameh E.A., Amini E., Ammar W., Amoako Y.A., Anber N., Andrei C.L., Androudi S., Ansari H., Ansha M.G., Antonio C.A.T., Anwari P., Arnlov J., Arora M., Artaman A., Aryal K.K., Asayesh H., Asgedom S.W., Asghar R.J., Assadi R., Atey T.M., Atre S.R., Avila-Burgos L., Avokpaho E.F.G.A., Awasthi A., Ayala Quintanilla B.P., Babalola T.K., Bacha U., Badawi A., Balakrishnan K., Balalla S., Barac A., Barber R.M., Barboza M.A., Barker-Collo S.L., Barnighausen T., Barquera S., Barregard L., Barrero L.H., Baune B.T., Bazargan-Hejazi S., Bedi N., Beghi E., Bejot Y., Bekele B.B., Bell M.L., Bello A.K., Bennett D.A., Bennett J.R., Bensenor I.M., Benson J., Berhane A., Berhe D.F., Bernabe E., Beuran M., Beyene A.S., Bhala N., Bhansali A., Bhaumik S., Bhutta Z.A., Bikbov B., Birungi C., Biryukov S., Bisanzio D., Bizuayehu H.M., Bjerregaard P., Blosser C.D., Boneya D.J., Boufous S., Bourne R.R.A., Brazinova A., Breitborde N.J.K., Brenner H., Brugha T.S., Bukhman G., Bulto L.N.B., Bumgarner B.R., Burch M., Butt Z.A., Cahill L.E., Cahuana-Hurtado L., Campos-Nonato I.R., Car J., Car M., Cardenas R., Carpenter D.O., Carrero J.J., Carter A., Castaneda-Orjuela C.A., Castillo Rivas J., Castro F.F., Castro R.E., Catala-Lopez F., Chen H., Chiang P.P.-C., Chibalabala M., Chisumpa V.H., Chitheer A.A., Choi J.-Y.J., Christensen H., Christopher D.J., Ciobanu L.G., Cirillo M., Cohen A.J., Colquhoun S.M., Coresh J., Criqui M.H., Cromwell E.A., Crump J.A., Dandona L., Dandona R., Dargan P.I., Das Neves J., Davey G., Davitoiu D.V., Davletov K., De Leo D., Degenhardt L., Deiparine S., Dellavalle R.P., Deribe K., Deribew A., Des Jarlais D.C., Dey S., Dharmaratne S.D., Dherani M.K., Diaz-Torne C., Ding E.L., Dixit P., Djalalinia S., Do H.P., Doku D.T., Donnelly C.A., Dos Santos K.P.B., Douwes-Schultz D., Driscoll T.R., Duan L., Dubey M., Duncan B.B., Dwivedi L.K., Ebrahimi H., El Bcheraoui C., Ellingsen C.L., Enayati A., Endries A.Y., Ermakov S.P., Eshetie S., Eshrati B., Eskandarieh S., Esteghamati A., Estep K., Fanuel F.B.B., Faro A., Farvid M.S., Farzadfar F., Feigin V.L., Fereshtehnejad S.-M., Fernandes J.G., Fernandes J.C., Feyissa T.R., Filip I., Fischer F., Foigt N., Foreman K.J., Frank T., Franklin R.C., Fraser M., Friedman J., Frostad J.J., Fullman N., Furst T., Furtado J.M., Futran N.D., Gakidou E., Gambashidze K., Gamkrelidze A., Gankpe F.G., Garcia-Basteiro A.L., Gebregergs G.B., Gebrehiwot T.T., Gebrekidan K.G., Gebremichael M.W., Gelaye A.A., Geleijnse J.M., Gemechu B.L., Gemechu K.S., Genova-Maleras R., Gesesew H.A., Gething P.W., Gibney K.B., Gill P.S., Gillum R.F., Giref A.Z., Girma B.W., Giussani G., Goenka S., Gomez B., Gona P.N., Gopalani S.V., Goulart A.C., Graetz N., Gugnani H.C., Gupta P.C., Gupta R., Gupta T., Gupta V., Haagsma J.A., Hafezi-Nejad N., Haghparast Bidgoli H., Hakuzimana A., Halasa Y.A., Hamadeh R.R., Hambisa M.T., Hamidi S., Hammami M., Hancock J., Handal A.J., Hankey G.J., Hao Y., Harb H.L., Hareri H.A., Harikrishnan S., Haro J.M., Hassanvand M.S., Havmoeller R., Hay R.J., Hay S.I., He F., Heredia-Pi I.B., Herteliu C., Hilawe E.H., Hoek H.W., Horita N., Hosgood H.D., Hostiuc S., Hotez P.J., Hoy D.G., Hsairi M., Htet A.S., Hu G., Huang H., Huang J.J., Iburg K.M., Igumbor E.U., Ileanu B.V., Inoue M., Irenso A.A., Irvine C.M.S., Islam N., Jacobsen K.H., Jaenisch T., Jahanmehr N., Jakovljevic M.B., Javanbakht M., Jayatilleke A.U., Jeemon P., Jensen P.N., Jha V., Jin Y., John D., John O., Johnson S.C., Jonas J.B., Jurisson M., Kabir Z., Kadel R., Kahsay A., Kalkonde Y., Kamal R., Kan H., Karch A., Karema C.K., Karimi S.M., Karthikeyan G., Kasaeian A., Kassaw N.A., Kassebaum N.J., Kastor A., Katikireddi S.V., Kaul A., Kawakami N., Kazanjan K., Keiyoro P.N., Kelbore S.G., Kemp A.H., Kengne A.P., Keren A., Kereselidze M., Kesavachandran C.N., Ketema E.B., Khader Y.S., Khalil I.A., Khan E.A., Khan G., Khang Y.-H., Khera S., Khoja A.T.A., Khosravi M.H., Kibret G.D., Kieling C., Kim C.-I., Kim D., Kim P., Kim S., Kim Y.J., Kimokoti R.W., Kinfu Y., Kishawi S., Kissimova-Skarbek K.A., Kissoon N., Kivimaki M., Knudsen A.K., Kokubo Y., Kopec J.A., Kosen S., Koul P.A., Koyanagi A., Kravchenko M., Krohn K.J., Kuate Defo B., Kucuk Bicer B., Kuipers E.J., Kulikoff X.R., Kulkarni V.S., Kumar G.A., Kumar P., Kumsa F.A., Kutz M., Lachat C., Lagat A.K., Lager A.C.J., Lal D.K., Lalloo R., Lambert N., Lan Q., Lansingh V.C., Larson H.J., Larsson A., Laryea D.O., Lavados P.M., Laxmaiah A., Lee P.H., Leigh J., Leung J., Leung R., Levi M., Li Y., Liao Y., Liben M.L., Lim S.S., Linn S., Lipshultz S.E., Liu S., Lodha R., Logroscino G., Lorch S.A., Lorkowski S., Lotufo P.A., Lozano R., Lunevicius R., Lyons R.A., Ma S., Macarayan E.R.K., Machado I.E., Mackay M.T., Magdy Abd El Razek M., Magis-Rodriguez C., Mahdavi M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Mantovani L.G., Manyazewal T., Mapoma C.C., Marczak L.B., Marks G.B., Martinez-Raga J., Martins-Melo F.R., Massano J., Maulik P.K., Mayosi B.M., Mazidi M., McAlinden C., McGarvey S.T., McGrath J.J., McKee M., Mehata S., Mehndiratta M.M., Mehta K.M., Meier T., Mekonnen T.C., Meles K.G., Memiah P., Memish Z.A., Mendoza W., Mengesha M.M., Mengistie M.A., Mengistu D.T., Menon G.R., Menota B.G., Mensah G.A., Meretoja A., Meretoja T.J., Mezgebe H.B., Micha R., Mikesell J., Miller T.R., Mills E.J., Minnig S., Mirarefin M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mohammad K.A., Mohammadi A., Mohammed K.E., Mohammed S., Mohan M.B.V., Mohanty S.K., Mokdad A.H., Molla Assaye A., Mollenkopf S.K., Molokhia M., Monasta L., Montanez Hernandez J.C., Montico M., Mooney M.D., Moore A.R., Moradi-Lakeh M., Moraga P., Morawska L., Moreno Velasquez I., Mori R., Morrison S.D., Mruts K.B., Mueller U.O., Mullany E., Muller K., Murthy G.V.S., Murthy S., Musa K.I., Nachega J.B., Nagata C., Nagel G., Naghavi M., Naidoo K.S., Nanda L., Nangia V., Nascimento B.R., Natarajan G., Negoi I., Nguyen C.T., Nguyen G., Nguyen Q.L., Nguyen T.H., Ningrum D.N.A., Nisar M.I., Nomura M., Nong V.M., Norheim O.F., Norrving B., Noubiap J.J.N., Nyakarahuka L., Obermeyer C.M., O'Donnell M.J., Ogbo F.A., Oh I.-H., Okoro A., Oladimeji O., Olagunju A.T., Olusanya B.O., Olusanya J.O., Oren E., Ortiz A., Osgood-Zimmerman A., Ota E., Owolabi M.O., Oyekale A.S., Mahesh P.A., Pacella R.E., Pakhale S., Pana A., Panda B.K., Panda-Jonas S., Park E.-K., Parsaeian M., Patel T., Patten S.B., Patton G.C., Paudel D., Pereira D.M., Perez-Padilla R., Perez-Ruiz F., Perico N., Pervaiz A., Pesudovs K., Peterson C.B., Petri W.A., Petzold M., Phillips M.R., Piel F.B., Pigott D.M., Pishgar F., Plass D., Polinder S., Popova S., Postma M.J., Poulton R.G., Pourmalek F., Prasad N., Purwar M., Qorbani M., Rabiee R.H.S., Radfar A., Rafay A., Rahimi-Movaghar A., Rahimi-Movaghar V., Rahman M., Rahman M.H.U., Rahman S.U., Rai R.K., Rajsic S., Ram U., Rana S.M., Ranabhat C.L., Rao P.V., Rawaf S., Ray S.E., Rego M.A.S., Rehm J., Reiner R.C., Remuzzi G., Renzaho A.M.N.N., Resnikoff S., Rezaei S., Rezai M.S., Ribeiro A.L., Rokni M.B., Ronfani L., Roshandel G., Roth G.A., Rothenbacher D., Roy A., Rubagotti E., Ruhago G.M., Saadat S., Sabde Y.D., Sachdev P.S., Sadat N., Safdarian M., Safi S., Safiri S., Sagar R., Sahathevan R., Sahebkar A., Sahraian M.A., Salama J., Salamati P., Salomon J.A., Salvi S.S., Samy A.M., Sanabria J.R., Sanchez-Nino M.D., Santos I.S., Santric Milicevic M.M., Sarmiento-Suarez R., Sartorius B., Satpathy M., Sawhney M., Saxena S., Saylan M.I., Schmidt M.I., Schneider I.J.C., Schutte A.E., Schwebel D.C., Schwendicke F., Seedat S., Seid A.M., Sepanlou S.G., Servan-Mori E.E., Shackelford K.A., Shaheen A., Shahraz S., Shaikh M.A., Shamsipour M., Shamsizadeh M., Islam S.M.S., Sharma J., Sharma R., She J., Shen J., Shi P., Shibuya K., Shigematsu M., Shiri R., Shiue I., Shrime M.G., Sigfusdottir I.D., Silberberg D.H., Silpakit N., Silva D.A.S., Silva J.P., Silveira D.G.A., Sindi S., Singh J.A., Singh P.K., Singh V., Sinha D.N., Skiadaresi E., Sligar A., Smith D.L., Sobaih B.H.A., Sobngwi E., Soneji S., Soriano J.B., Sreeramareddy C.T., Srinivasan V., Stathopoulou V., Steel N., Stein D.J., Steiner C., Stockl H., Stokes M.A., Strong M., Sufiyan M.B., Suliankatchi R.A., Sunguya B.F., Sur P.J., Swaminathan S., Sykes B.L., Szoeke C.E.I., Tabares-Seisdedos R., Tadakamadla S.K., Tadese F., Tandon N., Tanne D., Tarajia M., Tavakkoli M., Taveira N., Tehrani-Banihashemi A., and Tekelab T.

Abstract

Background: Detailed assessments of mortality patterns, particularly age-specific mortality, represent a crucial input that enables health systems to target interventions to specific populations. Understanding how all-cause mortality has changed with respect to development status can identify exemplars for best practice. To accomplish this, the Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016) estimated age-specific and sex-specific all-cause mortality between 1970 and 2016 for 195 countries and territories and at the subnational level for the five countries with a population greater than 200 million in 2016. Method(s): We have evaluated how well civil registration systems captured deaths using a set of demographic methods called death distribution methods for adults and from consideration of survey and census data for children younger than 5 years. We generated an overall assessment of completeness of registration of deaths by dividing registered deaths in each location-year by our estimate of all-age deaths generated from our overall estimation process. For 163 locations, including subnational units in countries with a population greater than 200 million with complete vital registration (VR) systems, our estimates were largely driven by the observed data, with corrections for small fluctuations in numbers and estimation for recent years where there were lags in data reporting (lags were variable by location, generally between 1 year and 6 years). For other locations, we took advantage of different data sources available to measure under-5 mortality rates (U5MR) using complete birth histories, summary birth histories, and incomplete VR with adjustments; we measured adult mortality rate (the probability of death in individuals aged 15-60 years) using adjusted incomplete VR, sibling histories, and household death recall. We used the U5MR and adult mortality rate, together with crude death rate due to HIV in the GBD model life table system, t

Published
2017

38. Global, regional, and national disability-adjusted life-years (DALYs) for 333 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990-2016: A systematic analysis for the Global Burden of Disease Study 2016.

Author

Kaul A., Bhutta Z.A., Hailu G.B., Hamadeh R.R., Hamidi S., Hammami M., Handal A.J., Hankey G.J., Hao Y., Harb H.L., Hareri H.A., Haro J.M., Harun K.M., Harvey J., Hassanvand M.S., Havmoeller R., Hay R.J., Hedayati M.T., Hendrie D., Henry N.J., Heredia-Pi I.B., Heydarpour P., Hoek H.W., Hofman H.J., Horino M., Horita N., Hosgood H.D., Hostiuc S., Hotez P.J., Hoy D.G., Htet A.S., Hu G., Huang J.J., Huynh C., Iburg K.M., Igumbor E.U., Ikeda C., Irvine C.M.S., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., James P., Jassal S.K., Javanbakht M., Jayaraman S.P., Jeemon P., Jensen P.N., Jha V., Jiang G., John D., Johnson C.O., Johnson S.C., Jonas J.B., Jurisson M., Kabir Z., Kadel R., Kahsay A., Kamal R., Kar C., Karam N.E., Karch A., Karema C.K., Karimi S.M., Karimkhani C., Kasaeian A., Kassa G.M., Kassebaum N.J., Kassaw N.A., Kastor A., Katikireddi S.V., Kawakami N., Keiyoro P.N., Kemmer L., Kengne A.P., Keren A., Kesavachandran C.N., Khader Y.S., Khalil I.A., Khan E.A., Khang Y.-H., Khoja A.T., Khosravi A., Khubchandani J., Kieling C., Kim Y.J., Kim D., Kimokoti R.W., Kinfu Y., Kisa A., Kissimova-Skarbek K.A., Kissoon N., Kivimaki M., Knudsen A.K., Kokubo Y., Kolte D., Kopec J.A., Kosen S., Kotsakis G.A., Koul P.A., Koyanagi A., Kravchenko M., Krohn K.J., Defo B.K., Bicer B.K., Kumar G.A., Kumar P., Kyu H.H., Lager A.C.J., Lal D.K., Lalloo R., Lallukka T., Lambert N., Lan Q., Lansingh V.C., Larsson A., Leasher J.L., Lee P.H., Leigh J., Leshargie C.T., Leung J., Leung R., Levi M., Li Y., Liang X., Liben M.L., Lim S.S., Linn S., Liu A., Liu P.Y., Liu S., Liu Y., Lodha R., Logroscino G., Looker K.J., Lopez A.D., Lorkowski S., Lotufo P.A., Lozano R., Lucas T.C.D., Lunevicius R., Lyons R.A., Macarayan E.R.K., Maddison E.R., Magdy Abd El Razek H., Magdy Abd El Razek M., Magis-Rodriguez C., Mahdavi M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Mamun A.A., Manguerra H., Manhertz T., Mantovani L.G., Mapoma C.C., March L.M., Marczak L.B., Martinez-Raga J., Martins P.H.V., Martins-Melo F.R., Martopullo I., Marz W., Mathur M.R., Mazidi M., McAlinden C., McGaughey M., McGrath J.J., McKee M., Mehata S., Meier T., Meles K.G., Memiah P., Memish Z.A., Mendoza W., Mengesha M.M., Mengistie M.A., Mengistu D.T., Mensah G.A., Meretoja A., Meretoja T.J., Mezgebe H.B., Micha R., Millear A., Miller T.R., Minnig S., Mirarefn M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mitchell P.B., Mohammad K.A., Mohammadi A., Mohammed S., Mohammed K.E., Mohammed M.S.K., Mohan M.B.V., Mokdad A.H., Mollenkopf S.K., Monasta L., Montanez Hernandez J.C., Montico M., Moradi-Lakeh M., Moraga P., Morawska L., Mori R., Morrison S.D., Moses M., Mountjoy-Venning C., Mruts K.B., Mueller U.O., Muller K., Mudoch M.E., Murthy S., Murthy G.V.S., Musa K.I., Nachega J.B., Nagel G., Naghavi M., Naheed A., Naidoo K.S., Nangia V., Nasher J.T., Natarajan G., Negasa D.E., Negoi I., Negoi R.I., Newton C.R., Ngunjiri J.W., Nguyen C.T., Nguyen Q.L., Nguyen G., Nguyen T.H., Nguyen M., Nichols E., Ningrum D.N.A., Nong V.M., Norheim O.F., Norrving B., Noubiap J.J.N., Nyandwi A., Obermeyer C.M., O'Donnell M.J., Ogbo F.A., Oh I.-H., Okoro A., Oladimeji O., Olagunju A.T., Olagunju T.O., Olsen H.E., Olusanya B.O., Olusanya J.O., Ong K., Opio J.N., Oren E., Ortiz A., Osborne R.H., Osgood-Zimmerman A., Osman M., Ota E., Owolabi M.O., Pa M., Pacella R.E., Panda B.K., Pandian J.D., Papachristou C., Park E.-K., Parry C.D., Parsaeian M., Patil S.T., Patten S.B., Patton G.C., Paudel D., Paulson K., Pearce N., Pereira D.M., Perez K.M., Perico N., Pesudovs K., Peterson C.B., Petri W.A., Petzold M., Phillips M.R., Phipps G., Pigott D.M., Pillay J.D., Pinho C., Piradov M.A., Plass D., Pletcher M.A., Popova S., Poulton R.G., Pourmalek F., Prabhakaran D., Prasad N., Purcell C., Purwar M., Qorbani M., Rabiee R.H.S., Radfar A., Rafay A., Rahimi K., Rahimi-Movaghar A., Rahimi-Movaghar V., Rahman M., Rahman M.A., Rahman M.H.U., Rai R.K., Rajsic S., Ram U., Ranabhat C.L., Rangaswamy T., Rankin Z., Rao P.V., Rao P.C., Rawaf S., Ray S.E., Reiner R.C., Reinig N., Reitsma M., Remuzzi G., Renzaho A.M.N., Resnikof S., Rezaei S., Ribeiro A.L., Roba H.S., Robinson S.R., Rojas-Rueda D., Rokni M.B., Ronfani L., Roshandel G., Roth G.A., Rothenbacher D., Roy A., Rubagotti E., Ruhago G.M., Saadat S., Safdarian M., Safri S., Sagar R., Sahathevan R., Sahraian M.A., Salama J., Saleh M.M., Salomon J.A., Salvi S.S., Samy A.M., Sanabria J.R., Sanchez-Nino M.D., Santomauro D., Santos J.V., Santos I.S., Santric Milicevic M.M., Sartorius B., Satpathy M., Sawhney M., Saxena S., Schelonka K., Schmidt M.I., Schneider I.J.C., Schottker B., Schutte A.E., Schwebel D.C., Schwendicke F., Seedat S., Sepanlou S.G., Servan-Mori E.E., Shaheen A., Shaikh M.A., Shamsipour M., Shariful Islam S.M., Sharma R., Sharma J., She J., Shi P., Shibuya K., Shields C., Shiferaw M.S., Shigematsu M., Shiri R., Shirkoohi R., Shirude S., Shishani K., Shoman H., Siabani S., Sibai A.M., Sigfusdottir I.D., Silberberg D.H., Silva J.P., Silva D.A.S., Silveira D.G.A., Singh J.A., Singh V., Singh O.P., Singh N.P., Sinha D.N., Skiadaresi E., Skirbekk V., Slepak E.L., Smith D.L., Smith M., Sobaih B.H.A., Sobngwi E., Soljak M., Sorensen R.J.D., Sousa T.C.M., Sposato L.A., Sreeramareddy C.T., Srinivasan V., Stanaway J.D., Stathopoulou V., Steel N., Stein D.J., Steiner C., Steinke S., Stokes M.A., Stovner L.J., Strub B., Subart M., Sufyan M.B., Abdulkader R.S., Sunguya B.F., Sur P.J., Swaminathan S., Sykes B.L., Sylte D., Szoeke C.E.I., Tabares-Seisdedos R., Tadakamadla S.K., Tafere G.R., Takala J.S., Tandon N., Tanne D., Tarekegn Y.L., Tavakkoli M., Taveira N., Taylor H.R., Tegegne T.K., Tehrani-Banihashemi A., Tekelab T., Temam Shifa G., Terkawi A.S., Tesfaye D.J., Tesssema B., Thakur J.S., Thamsuwan O., Theadom A.M., Theis A.M., Thomas K.E., Thomas N., Thompson R., Tobe-Gai R., Tobollik M., Tonelli M., Topor-Madry R., Tortajada M., Touvier M., Traebert J., Tran B.X., Troeger C., Truelsen T., Tsoi D., Tuzcu E.M., Tymeson H., Tyrovolas S., Ukwaja K.N., Undurraga E.A., Uneke C.J., Updike R., Uthman O.A., Uzochukwu B.S.C., Van Boven J.F.M., Varughese S., Vasankari T., Veerman L.J., Venkatesh S., Venketasubramanian N., Vidavalur R., Vijayakumar L., Violante F.S., Vishnu A., Vladimirov S.K., Vlassov V.V., Vollset S.E., Vos T., Wadilo F., Wakayo T., Wallin M.T., Wang Y.-P., Weichenthal S., Weiderpass E., Weintraub R.G., Weiss D.J., Werdecker A., Westerman R., Whiteford H.A., Wijeratne T., Williams H.C., Wiysonge C.S., Woldeyes B.G., Wolfe C.D.A., Woodbrook R., Woolf A.D., Workicho A., Xavier D., Xu G., Yadgir S., Yaghoubi M., Yakob B., Yan L.L., Yano Y., Ye P., Yihdego M.G., Yimam H.H., Yip P., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Yu C., Zaidi Z., Zaki M.E.S., Zegeye E.A., Zenebe Z.M., Zhang X., Zheng Y., Zhou M., Zipkin B., Zodpey S., Zoeckler L., Zuhlke L.J., Murray C.J.L., Adedji I.A., Murdoch M.E., Bryane C.E.G., De Courten B., Thrift A.G., Biadgilign S., Hay S.I., Abajobir A.A., Abate K.H., Abbafati C., Abbas K.M., Abd-Allah F., Abdulle A.M., Abebo T.A., Abera S.F., Aboyans V., Abu-Raddad L.J., Ackerman I.N., Adedeji I.A., Adetokunboh O., Afshin A., Aggarwal R., Agrawal S., Agrawal A., Kiadaliri A.A., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Aiyar S., Akinyemiju T.F., Akseer N., Al Lami F.H., Alahdab F., Al-Aly Z., Alam K., Alam N., Alam T., Alasfoor D., Alene K.A., Ali R., Alizadeh-Navaei R., Alkaabi J.M., Alkerwi A., Alla F., Allebeck P., Allen C., Al-Maskari F., Almazroa M.A., Al-Raddadi R., Alsharif U., Alsowaidi S., Althouse B.M., Altirkawi K.A., Alvis-Guzman N., Amare A.T., Amini E., Ammar W., Amoako Y.A., Ansha M.G., Antonio C.A.T., Anwari P., Arnlov J., Arora M., Artaman A., Aryal K.K., Asgedom S.W., Atey T.M., Atnafu N.T., Avila-Burgos L., Arthur Avokpaho E.F.G., Awasthi A., Awasthi S., Quintanilla B.P.A., Azarpazhooh M.R., Azzopardi P., Babalola T.K., Bacha U., Badawi A., Balakrishnan K., Bannick M.S., Barac A., Barker-Collo S.L., Barnighausen T., Barquera S., Barrero L.H., Basu S., Battista R., Battle K.E., Baune B.T., Bazargan-Hejazi S., Beardsley J., Bedi N., Bejot Y., Bekele B.B., Bell M.L., Bennett D.A., Bennett J.R., Bensenor I.M., Benson J., Berhane A., Berhe D.F., Bernabe E., Betsu B.D., Beuran M., Beyene A.S., Bhansali A., Bhatt S., Bienhof K., Bikbov B., Birungi C., Biryukov S., Bisanzio D., Bizuayehu H.M., Blyth F.M., Boneya D.J., Bose D., Bou-Orm I.R., Bourne R.R.A., Brainin M., Brayne C.E.G., Brazinova A., Breitborde N.J.K., Briant P.S., Britton G., Brugha T.S., Buchbinder R., Bulto L.N.B., Bumgarner B., Butt Z.A., Cahuana-Hurtado L., Cameron E., Campos-Nonato I.R., Carabin H., Cardenas R., Carpenter D.O., Carrero J.J., Carter A., Carvalho F., Casey D., Castaneda-Orjuela C.A., Rivas J.C., Castle C.D., Catala-Lopez F., Chang J.-C., Charlson F.J., Chaturvedi P., Chen H., Chibalabala M., Chibueze C.E., Chisumpa V.H., Chitheer A.A., Chowdhury R., Christopher D.J., Ciobanu L.G., Cirillo M., Colombara D., Cooper L.T., Cooper C., Cortesi P.A., Cortinovis M., Criqui M.H., Cromwell E.A., Cross M., Crump J.A., Dadi A.F., Dalal K., Damasceno A., Dandona L., Dandona R., Das Neves J., Davitoiu D.V., Davletov K., De Leo D., De Steur H., Degenhardt L., Deiparine S., Dellavalle R.P., Deribe K., Deribew A., Das Jarlais D.C., Dey S., Dharmaratne S.D., Dhillon P.K., Dicker D., Djalalinia S., Do H.P., Dokova K., Doku D.T., Dorsey E.R., Dos Santos K.P.B., Driscoll T.R., Dubey M., Duncan B.B., Ebel B.E., Echko M., El-Khatib Z.Z., Enayati A., Endries A.Y., Ermakov S.P., Erskine H.E., Eshetie S., Eshrati B., Esteghamati A., Estep K., Fanuel F.B.B., Farag T., Farinha C.S.E.S., Faro A., Farzadfar F., Fazeli M.S., Feigin V.L., Feigl A.B., Fereshtehnejad S.-M., Fernandes J.C., Ferrari A.J., Feyissa T.R., Filip I., Fischer F., Fitzmaurice C., Flaxman A.D., Foigt N., Foreman K.J., Franklin R.C., Frostad J.J., Fullman N., Furst T., Furtado J.M., Futran N.D., Gakidou E., Garcia-Basteiro A.L., Gebre T., Gebregergs G.B., Gebrehiwot T.T., Geleijnse J.M., Geleto A., Gemechu B.L., Gesesew H.A., Gething P.W., Ghajar A., Gibney K.B., Gillum R.F., Ginawi I.A.M., Gishu M.D., Giussani G., Godwin W.W., Goel K., Goenka S., Goldberg E.M., Gona P.N., Goodridge A., Gopalani S.V., Gosselin R.A., Gotay C.C., Goto A., Goulart A.C., Graetz N., Gugnani H.C., Gupta P.C., Gupta T., Gupta V., Gupta R., Gutierrez R.A., Hachinski V., Hafezi-Nejad N., Hailu A.D., Kaul A., Bhutta Z.A., Hailu G.B., Hamadeh R.R., Hamidi S., Hammami M., Handal A.J., Hankey G.J., Hao Y., Harb H.L., Hareri H.A., Haro J.M., Harun K.M., Harvey J., Hassanvand M.S., Havmoeller R., Hay R.J., Hedayati M.T., Hendrie D., Henry N.J., Heredia-Pi I.B., Heydarpour P., Hoek H.W., Hofman H.J., Horino M., Horita N., Hosgood H.D., Hostiuc S., Hotez P.J., Hoy D.G., Htet A.S., Hu G., Huang J.J., Huynh C., Iburg K.M., Igumbor E.U., Ikeda C., Irvine C.M.S., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., James P., Jassal S.K., Javanbakht M., Jayaraman S.P., Jeemon P., Jensen P.N., Jha V., Jiang G., John D., Johnson C.O., Johnson S.C., Jonas J.B., Jurisson M., Kabir Z., Kadel R., Kahsay A., Kamal R., Kar C., Karam N.E., Karch A., Karema C.K., Karimi S.M., Karimkhani C., Kasaeian A., Kassa G.M., Kassebaum N.J., Kassaw N.A., Kastor A., Katikireddi S.V., Kawakami N., Keiyoro P.N., Kemmer L., Kengne A.P., Keren A., Kesavachandran C.N., Khader Y.S., Khalil I.A., Khan E.A., Khang Y.-H., Khoja A.T., Khosravi A., Khubchandani J., Kieling C., Kim Y.J., Kim D., Kimokoti R.W., Kinfu Y., Kisa A., Kissimova-Skarbek K.A., Kissoon N., Kivimaki M., Knudsen A.K., Kokubo Y., Kolte D., Kopec J.A., Kosen S., Kotsakis G.A., Koul P.A., Koyanagi A., Kravchenko M., Krohn K.J., Defo B.K., Bicer B.K., Kumar G.A., Kumar P., Kyu H.H., Lager A.C.J., Lal D.K., Lalloo R., Lallukka T., Lambert N., Lan Q., Lansingh V.C., Larsson A., Leasher J.L., Lee P.H., Leigh J., Leshargie C.T., Leung J., Leung R., Levi M., Li Y., Liang X., Liben M.L., Lim S.S., Linn S., Liu A., Liu P.Y., Liu S., Liu Y., Lodha R., Logroscino G., Looker K.J., Lopez A.D., Lorkowski S., Lotufo P.A., Lozano R., Lucas T.C.D., Lunevicius R., Lyons R.A., Macarayan E.R.K., Maddison E.R., Magdy Abd El Razek H., Magdy Abd El Razek M., Magis-Rodriguez C., Mahdavi M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Mamun A.A., Manguerra H., Manhertz T., Mantovani L.G., Mapoma C.C., March L.M., Marczak L.B., Martinez-Raga J., Martins P.H.V., Martins-Melo F.R., Martopullo I., Marz W., Mathur M.R., Mazidi M., McAlinden C., McGaughey M., McGrath J.J., McKee M., Mehata S., Meier T., Meles K.G., Memiah P., Memish Z.A., Mendoza W., Mengesha M.M., Mengistie M.A., Mengistu D.T., Mensah G.A., Meretoja A., Meretoja T.J., Mezgebe H.B., Micha R., Millear A., Miller T.R., Minnig S., Mirarefn M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mitchell P.B., Mohammad K.A., Mohammadi A., Mohammed S., Mohammed K.E., Mohammed M.S.K., Mohan M.B.V., Mokdad A.H., Mollenkopf S.K., Monasta L., Montanez Hernandez J.C., Montico M., Moradi-Lakeh M., Moraga P., Morawska L., Mori R., Morrison S.D., Moses M., Mountjoy-Venning C., Mruts K.B., Mueller U.O., Muller K., Mudoch M.E., Murthy S., Murthy G.V.S., Musa K.I., Nachega J.B., Nagel G., Naghavi M., Naheed A., Naidoo K.S., Nangia V., Nasher J.T., Natarajan G., Negasa D.E., Negoi I., Negoi R.I., Newton C.R., Ngunjiri J.W., Nguyen C.T., Nguyen Q.L., Nguyen G., Nguyen T.H., Nguyen M., Nichols E., Ningrum D.N.A., Nong V.M., Norheim O.F., Norrving B., Noubiap J.J.N., Nyandwi A., Obermeyer C.M., O'Donnell M.J., Ogbo F.A., Oh I.-H., Okoro A., Oladimeji O., Olagunju A.T., Olagunju T.O., Olsen H.E., Olusanya B.O., Olusanya J.O., Ong K., Opio J.N., Oren E., Ortiz A., Osborne R.H., Osgood-Zimmerman A., Osman M., Ota E., Owolabi M.O., Pa M., Pacella R.E., Panda B.K., Pandian J.D., Papachristou C., Park E.-K., Parry C.D., Parsaeian M., Patil S.T., Patten S.B., Patton G.C., Paudel D., Paulson K., Pearce N., Pereira D.M., Perez K.M., Perico N., Pesudovs K., Peterson C.B., Petri W.A., Petzold M., Phillips M.R., Phipps G., Pigott D.M., Pillay J.D., Pinho C., Piradov M.A., Plass D., Pletcher M.A., Popova S., Poulton R.G., Pourmalek F., Prabhakaran D., Prasad N., Purcell C., Purwar M., Qorbani M., Rabiee R.H.S., Radfar A., Rafay A., Rahimi K., Rahimi-Movaghar A., Rahimi-Movaghar V., Rahman M., Rahman M.A., Rahman M.H.U., Rai R.K., Rajsic S., Ram U., Ranabhat C.L., Rangaswamy T., Rankin Z., Rao P.V., Rao P.C., Rawaf S., Ray S.E., Reiner R.C., Reinig N., Reitsma M., Remuzzi G., Renzaho A.M.N., Resnikof S., Rezaei S., Ribeiro A.L., Roba H.S., Robinson S.R., Rojas-Rueda D., Rokni M.B., Ronfani L., Roshandel G., Roth G.A., Rothenbacher D., Roy A., Rubagotti E., Ruhago G.M., Saadat S., Safdarian M., Safri S., Sagar R., Sahathevan R., Sahraian M.A., Salama J., Saleh M.M., Salomon J.A., Salvi S.S., Samy A.M., Sanabria J.R., Sanchez-Nino M.D., Santomauro D., Santos J.V., Santos I.S., Santric Milicevic M.M., Sartorius B., Satpathy M., Sawhney M., Saxena S., Schelonka K., Schmidt M.I., Schneider I.J.C., Schottker B., Schutte A.E., Schwebel D.C., Schwendicke F., Seedat S., Sepanlou S.G., Servan-Mori E.E., Shaheen A., Shaikh M.A., Shamsipour M., Shariful Islam S.M., Sharma R., Sharma J., She J., Shi P., Shibuya K., Shields C., Shiferaw M.S., Shigematsu M., Shiri R., Shirkoohi R., Shirude S., Shishani K., Shoman H., Siabani S., Sibai A.M., Sigfusdottir I.D., Silberberg D.H., Silva J.P., Silva D.A.S., Silveira D.G.A., Singh J.A., Singh V., Singh O.P., Singh N.P., Sinha D.N., Skiadaresi E., Skirbekk V., Slepak E.L., Smith D.L., Smith M., Sobaih B.H.A., Sobngwi E., Soljak M., Sorensen R.J.D., Sousa T.C.M., Sposato L.A., Sreeramareddy C.T., Srinivasan V., Stanaway J.D., Stathopoulou V., Steel N., Stein D.J., Steiner C., Steinke S., Stokes M.A., Stovner L.J., Strub B., Subart M., Sufyan M.B., Abdulkader R.S., Sunguya B.F., Sur P.J., Swaminathan S., Sykes B.L., Sylte D., Szoeke C.E.I., Tabares-Seisdedos R., Tadakamadla S.K., Tafere G.R., Takala J.S., Tandon N., Tanne D., Tarekegn Y.L., Tavakkoli M., Taveira N., Taylor H.R., Tegegne T.K., Tehrani-Banihashemi A., Tekelab T., Temam Shifa G., Terkawi A.S., Tesfaye D.J., Tesssema B., Thakur J.S., Thamsuwan O., Theadom A.M., Theis A.M., Thomas K.E., Thomas N., Thompson R., Tobe-Gai R., Tobollik M., Tonelli M., Topor-Madry R., Tortajada M., Touvier M., Traebert J., Tran B.X., Troeger C., Truelsen T., Tsoi D., Tuzcu E.M., Tymeson H., Tyrovolas S., Ukwaja K.N., Undurraga E.A., Uneke C.J., Updike R., Uthman O.A., Uzochukwu B.S.C., Van Boven J.F.M., Varughese S., Vasankari T., Veerman L.J., Venkatesh S., Venketasubramanian N., Vidavalur R., Vijayakumar L., Violante F.S., Vishnu A., Vladimirov S.K., Vlassov V.V., Vollset S.E., Vos T., Wadilo F., Wakayo T., Wallin M.T., Wang Y.-P., Weichenthal S., Weiderpass E., Weintraub R.G., Weiss D.J., Werdecker A., Westerman R., Whiteford H.A., Wijeratne T., Williams H.C., Wiysonge C.S., Woldeyes B.G., Wolfe C.D.A., Woodbrook R., Woolf A.D., Workicho A., Xavier D., Xu G., Yadgir S., Yaghoubi M., Yakob B., Yan L.L., Yano Y., Ye P., Yihdego M.G., Yimam H.H., Yip P., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Yu C., Zaidi Z., Zaki M.E.S., Zegeye E.A., Zenebe Z.M., Zhang X., Zheng Y., Zhou M., Zipkin B., Zodpey S., Zoeckler L., Zuhlke L.J., Murray C.J.L., Adedji I.A., Murdoch M.E., Bryane C.E.G., De Courten B., Thrift A.G., Biadgilign S., Hay S.I., Abajobir A.A., Abate K.H., Abbafati C., Abbas K.M., Abd-Allah F., Abdulle A.M., Abebo T.A., Abera S.F., Aboyans V., Abu-Raddad L.J., Ackerman I.N., Adedeji I.A., Adetokunboh O., Afshin A., Aggarwal R., Agrawal S., Agrawal A., Kiadaliri A.A., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Aiyar S., Akinyemiju T.F., Akseer N., Al Lami F.H., Alahdab F., Al-Aly Z., Alam K., Alam N., Alam T., Alasfoor D., Alene K.A., Ali R., Alizadeh-Navaei R., Alkaabi J.M., Alkerwi A., Alla F., Allebeck P., Allen C., Al-Maskari F., Almazroa M.A., Al-Raddadi R., Alsharif U., Alsowaidi S., Althouse B.M., Altirkawi K.A., Alvis-Guzman N., Amare A.T., Amini E., Ammar W., Amoako Y.A., Ansha M.G., Antonio C.A.T., Anwari P., Arnlov J., Arora M., Artaman A., Aryal K.K., Asgedom S.W., Atey T.M., Atnafu N.T., Avila-Burgos L., Arthur Avokpaho E.F.G., Awasthi A., Awasthi S., Quintanilla B.P.A., Azarpazhooh M.R., Azzopardi P., Babalola T.K., Bacha U., Badawi A., Balakrishnan K., Bannick M.S., Barac A., Barker-Collo S.L., Barnighausen T., Barquera S., Barrero L.H., Basu S., Battista R., Battle K.E., Baune B.T., Bazargan-Hejazi S., Beardsley J., Bedi N., Bejot Y., Bekele B.B., Bell M.L., Bennett D.A., Bennett J.R., Bensenor I.M., Benson J., Berhane A., Berhe D.F., Bernabe E., Betsu B.D., Beuran M., Beyene A.S., Bhansali A., Bhatt S., Bienhof K., Bikbov B., Birungi C., Biryukov S., Bisanzio D., Bizuayehu H.M., Blyth F.M., Boneya D.J., Bose D., Bou-Orm I.R., Bourne R.R.A., Brainin M., Brayne C.E.G., Brazinova A., Breitborde N.J.K., Briant P.S., Britton G., Brugha T.S., Buchbinder R., Bulto L.N.B., Bumgarner B., Butt Z.A., Cahuana-Hurtado L., Cameron E., Campos-Nonato I.R., Carabin H., Cardenas R., Carpenter D.O., Carrero J.J., Carter A., Carvalho F., Casey D., Castaneda-Orjuela C.A., Rivas J.C., Castle C.D., Catala-Lopez F., Chang J.-C., Charlson F.J., Chaturvedi P., Chen H., Chibalabala M., Chibueze C.E., Chisumpa V.H., Chitheer A.A., Chowdhury R., Christopher D.J., Ciobanu L.G., Cirillo M., Colombara D., Cooper L.T., Cooper C., Cortesi P.A., Cortinovis M., Criqui M.H., Cromwell E.A., Cross M., Crump J.A., Dadi A.F., Dalal K., Damasceno A., Dandona L., Dandona R., Das Neves J., Davitoiu D.V., Davletov K., De Leo D., De Steur H., Degenhardt L., Deiparine S., Dellavalle R.P., Deribe K., Deribew A., Das Jarlais D.C., Dey S., Dharmaratne S.D., Dhillon P.K., Dicker D., Djalalinia S., Do H.P., Dokova K., Doku D.T., Dorsey E.R., Dos Santos K.P.B., Driscoll T.R., Dubey M., Duncan B.B., Ebel B.E., Echko M., El-Khatib Z.Z., Enayati A., Endries A.Y., Ermakov S.P., Erskine H.E., Eshetie S., Eshrati B., Esteghamati A., Estep K., Fanuel F.B.B., Farag T., Farinha C.S.E.S., Faro A., Farzadfar F., Fazeli M.S., Feigin V.L., Feigl A.B., Fereshtehnejad S.-M., Fernandes J.C., Ferrari A.J., Feyissa T.R., Filip I., Fischer F., Fitzmaurice C., Flaxman A.D., Foigt N., Foreman K.J., Franklin R.C., Frostad J.J., Fullman N., Furst T., Furtado J.M., Futran N.D., Gakidou E., Garcia-Basteiro A.L., Gebre T., Gebregergs G.B., Gebrehiwot T.T., Geleijnse J.M., Geleto A., Gemechu B.L., Gesesew H.A., Gething P.W., Ghajar A., Gibney K.B., Gillum R.F., Ginawi I.A.M., Gishu M.D., Giussani G., Godwin W.W., Goel K., Goenka S., Goldberg E.M., Gona P.N., Goodridge A., Gopalani S.V., Gosselin R.A., Gotay C.C., Goto A., Goulart A.C., Graetz N., Gugnani H.C., Gupta P.C., Gupta T., Gupta V., Gupta R., Gutierrez R.A., Hachinski V., Hafezi-Nejad N., and Hailu A.D.

Abstract

Background: Measurement of changes in health across locations is useful to compare and contrast changing epidemiological patterns against health system performance and identify specific needs for resource allocation in research, policy development, and programme decision making. Using the Global Burden of Diseases, Injuries, and Risk Factors Study 2016, we drew from two widely used summary measures to monitor such changes in population health: disability-adjusted life-years (DALYs) and healthy life expectancy (HALE). We used these measures to track trends and benchmark progress compared with expected trends on the basis of the Socio-demographic Index (SDI). Method(s): We used results from the Global Burden of Diseases, Injuries, and Risk Factors Study 2016 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 2016. We calculated DALYs by summing years of life lost and years of life lived with disability for each location, age group, sex, and year. We estimated HALE using age-specific death rates and years of life lived with disability per capita. We explored how DALYs and HALE difered from expected trends when compared with the SDI: the geometric mean of income per person, educational attainment in the population older than age 15 years, and total fertility rate. Finding(s): The highest globally observed HALE at birth for both women and men was in Singapore, at 75.2 years (95% uncertainty interval 71.9-78.6) for females and 72.0 years (68.8-75.1) for males. The lowest for females was in the Central African Republic (45.6 years [42.0-49.5]) and for males was in Lesotho (41.5 years [39.0-44.0]). From 1990 to 2016, global HALE increased by an average of 6.24 years (5.97-6.48) for both sexes combined. Global HALE increased by 6.04 years (5.74-6.27) for males and 6.49 years (6.08-6.77) for females, whereas HALE at age 65 years increased by 1.78 years (1.61-1.93) for m

Published
2017

39. 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

Larsson A., Arnlov J., Artaman A., Aryal K.K., Asayesh H., Asgedom S.W., Assadi R., Atey T.M., Atnafu N.T., Atre S.R., Avila-Burgos L., Avokpaho E.F.G.A., Awasthi A., Ayala Quintanilla B.P., Ba Saleem H.O., Bacha U., Badawi A., Balakrishnan K., Banerjee A., Bannick M.S., Barac A., Barber R.M., Barker-Collo S.L., Barnighausen T., Barquera S., Barregard L., Barrero L.H., Basu S., Battista B., Battle K.E., Baune B.T., Bazargan-Hejazi S., Beardsley J., Bedi N., Beghi E., Bejot Y., Bekele B.B., Bell M.L., Bennett D.A., Bensenor I.M., Benson J., Berhane A., Berhe D.F., Bernabe E., Betsu B.D., Beuran M., Beyene A.S., Bhala N., Bhansali A., Bhatt S., Bhutta Z.A., Biadgilign S., Bienhoff K., Bikbov B., Birungi C., Biryukov S., Bisanzio D., Bizuayehu H.M., Boneya D.J., Boufous S., Bourne R.R.A., Brazinova A., Brugha T.S., Buchbinder R., Bulto L.N.B., Bumgarner B.R., Butt Z.A., Cahuana-Hurtado L., Cameron E., Car M., Carabin H., Carapetis J.R., Cardenas R., Carpenter D.O., Carrero J.J., Carter A., Carvalho F., Casey D.C., Caso V., Castaneda-Orjuela C.A., Castle C.D., Catala-Lopez F., Chang H.-Y., Chang J.-C., Charlson F.J., Chen H., Chibalabala M., Chibueze C.E., Chisumpa V.H., Chitheer A.A., Christopher D.J., Ciobanu L.G., Cirillo M., Colombara D., Cooper C., Cortesi P.A., Criqui M.H., Crump J.A., Dadi A.F., Dalal K., Dandona L., Dandona R., Das Neves J., Davitoiu D.V., De Leo D., Degenhardt L., Deiparine S., Dellavalle R.P., Deribe K., Des Jarlais D.C., Dey S., Dharmaratne S.D., Dhillon P.K., Dicker D., Ding E.L., Djalalinia S., Do H.P., Dorsey E.R., Dos Santos K.P.B., Douwes-Schultz D., Doyle K.E., Driscoll T.R., Dubey M., Duncan B.B., El-Khatib Z.Z., Ellerstrand J., Enayati A., Endries A.Y., Ermakov S.P., Erskine H.E., Eshrati B., Eskandarieh S., Esteghamati A., Estep K., Fanuel F.B.B., Farinha C.S.E.S., Faro A., Farzadfar F., Fazeli M.S., Feigin V.L., Fereshtehnejad S.-M., Fernandes J.C., Ferrari A.J., Feyissa T.R., Filip I., Fischer F., Fitzmaurice C., Flaxman A.D., Flor L.S., Foigt N., Foreman K.J., Franklin R.C., Fullman N., Furst T., Furtado J.M., Futran N.D., Gakidou E., Ganji M., Garcia-Basteiro A.L., Gebre T., Gebrehiwot T.T., Geleto A., Gemechu B.L., Gesesew H.A., Gething P.W., Ghajar A., Gibney K.B., Gill P.S., Gillum R.F., Ginawi I.A.M., Giref A.Z., Gishu M.D., Giussani G., Godwin W.W., Gold A.L., Goldberg E.M., Gona P.N., Goodridge A., Gopalani S.V., Goto A., Goulart A.C., Griswold M., Gugnani H.C., Gupta R., Gupta T., Gupta V., Hafezi-Nejad N., Hailu A.D., Hailu G.B., Hamadeh R.R., Hamidi S., Handal A.J., Hankey G.J., Hao Y., Harb H.L., Hareri H.A., Haro J.M., Harvey J., Hassanvand M.S., Havmoeller R., Hawley C., Hay R.J., Hay S.I., Henry N.J., Heredia-Pi I.B., Heydarpour P., Hoek H.W., Hoffman H.J., Horita N., Hosgood H.D., Hostiuc S., Hotez P.J., Hoy D.G., Htet A.S., Hu G., Huang H., Huynh C., Iburg K.M., Igumbor E.U., Ikeda C., Irvine C.M.S., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., Jassal S.K., Javanbakht M., Jayaraman S.P., Jeemon P., Jensen P.N., Jha V., Jiang G., John D., Johnson C.O., Johnson S.C., Jonas J.B., Jurisson M., Kabir Z., Kadel R., Kahsay A., Kamal R., Kan H., Karam N.E., Karch A., Karema C.K., Kasaeian A., Kassa G.M., Kassaw N.A., Kassebaum N.J., Kastor A., Katikireddi S.V., Kaul A., Kawakami N., Keiyoro P.N., Kengne A.P., Keren A., Khader Y.S., Khalil I.A., Khan E.A., Khang Y.-H., Khosravi A., Khubchandani J., Kieling C., Kim D., Kim P., Kim Y.J., Kimokoti R.W., Kinfu Y., Kisa A., Kissimova-Skarbek K.A., Kivimaki M., Knudsen A.K., Kokubo Y., Kolte D., Kopec J.A., Kosen S., Koul P.A., Koyanagi A., Kravchenko M., Krishnaswami S., Krohn K.J., Kuate Defo B., Kucuk Bicer B., Kumar G.A., Kumar P., Kumar S., Kyu H.H., Lal D.K., Lalloo R., Lambert N., Lan Q., Lavados P.M., Leasher J.L., Lee J.-T., Lee P.H., Leigh J., Leshargie C.T., Leung J., Leung R., Levi M., Li Y., Li Kappe D., Liang X., Liben M.L., Lim S.S., Linn S., Liu A., Liu P.Y., Liu S., Liu Y., Lodha R., Logroscino G., London S.J., Looker K.J., Lopez A.D., Lorkowski S., Lotufo P.A., Low N., Lozano R., Lucas T.C.D., Macarayan E.R.K., Magdy Abd El Razek H., Magdy Abd El Razek M., Mahdavi M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Mamun A.A., Manguerra H., Manhertz T., Mantilla A., Mantovani L.G., Mapoma C.C., Marczak L.B., Martinez-Raga J., Martins-Melo F.R., Martopullo I., Marz W., Mathur M.R., Mazidi M., McAlinden C., McGaughey M., McGrath J.J., McKee M., McNellan C., Mehata S., Mehndiratta M.M., Mekonnen T.C., Memiah P., Memish Z.A., Mendoza W., Mengistie M.A., Mengistu D.T., Mensah G.A., Meretoja A., Meretoja T.J., Mezgebe H.B., Micha R., Millear A., Miller T.R., Mills E.J., Mirarefin M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mitchell P.B., Mohammad K.A., Mohammadi A., Mohammed K.E., Mohammed S., Mohanty S.K., Mokdad A.H., Mollenkopf S.K., Monasta L., Hernandez J.M., Montico M., Moradi-Lakeh M., Moraga P., Mori R., Morozoff C., Morrison S.D., Moses M., Mountjoy-Venning C., Mruts K.B., Mueller U.O., Muller K., Murdoch M.E., Murthy G.V.S., Musa K.I., Nachega J.B., Nagel G., Naghavi M., Naheed A., Naidoo K.S., Naldi L., Nangia V., Natarajan G., Negasa D.E., Negoi I., Negoi R.I., Newton C.R., Ngunjiri J.W., Nguyen C.T., Nguyen G., Nguyen M., Nguyen Q.L., Nguyen T.H., Nichols E., Ningrum D.N.A., Nolte S., Nong V.M., Norrving B., Noubiap J.J.N., O'Donnell M.J., Ogbo F.A., Oh I.-H., Okoro A., Oladimeji O., Olagunju A.T., Olagunju T.O., Olsen H.E., Olusanya B.O., Olusanya J.O., Ong K., Opio J.N., Oren E., Ortiz A., Osgood-Zimmerman A., Osman M., Owolabi M.O., Pa M., Pacella R.E., Pana A., Panda B.K., Papachristou C., Park E.-K., Parry C.D., Parsaeian M., Patten S.B., Patton G.C., Paulson K., Pearce N., Pereira D.M., Perico N., Pesudovs K., Peterson C.B., Petzold M., Phillips M.R., Pigott D.M., Pillay J.D., Pinho C., Plass D., Pletcher M.A., Popova S., Poulton R.G., Pourmalek F., Prabhakaran D., Prasad N., Prasad N.M., Purcell C., Qorbani M., Quansah R., Rabiee R.H.S., Radfar A., Rafay A., Rahimi K., Rahimi-Movaghar A., Rahimi-Movaghar V., Rahman M., Rahman M.H.U., Rai R.K., Rajsic S., Ram U., Ranabhat C.L., Rankin Z., Rao P.V., Rao P.C., Rawaf S., Ray S.E., Reiner R.C., Reinig N., Reitsma M.B., Remuzzi G., Renzaho A.M.N., Resnikoff S., Rezaei S., Ribeiro A.L., Ronfani L., Roshandel G., Roth G.A., Roy A., Rubagotti E., Ruhago G.M., Saadat S., Sadat N., Safdarian M., Safi S., Safiri S., Sagar R., Sahathevan R., Salama J., Salomon J.A., Salvi S.S., Samy A.M., Sanabria J.R., Santomauro D., Santos I.S., Santos J.V., Santric Milicevic M.M., Sartorius B., Satpathy M., Sawhney M., Saxena S., Schmidt M.I., Schneider I.J.C., Schottker B., Schwebel D.C., Schwendicke F., Seedat S., Sepanlou S.G., Servan-Mori E.E., Setegn T., Shackelford K.A., Shaheen A., Shaikh M.A., Shamsipour M., Shariful Islam S.M., Sharma J., Sharma R., She J., Shi P., Shields C., Shigematsu M., Shinohara Y., Shiri R., Shirkoohi R., Shirude S., Shishani K., Shrime M.G., Sibai A.M., Sigfusdottir I.D., Silva D.A.S., Silva J.P., Silveira D.G.A., Singh J.A., Singh N.P., Sinha D.N., Skiadaresi E., Skirbekk V., Slepak E.L., Sligar A., Smith D.L., Smith M., Sobaih B.H.A., Sobngwi E., Sorensen R.J.D., Sousa T.C.M., Sposato L.A., Sreeramareddy C.T., Srinivasan V., Stanaway J.D., Stathopoulou V., Steel N., Stein D.J., Stein M.B., Steiner C., Steiner T.J., Steinke S., Stokes M.A., Stovner L.J., Strub B., Subart M., Sufiyan M.B., Suliankatchi Abdulkader R., Sunguya B.F., Sur P.J., Swaminathan S., Sykes B.L., Sylte D.O., Tabares-Seisdedos R., Taffere G.R., Takala J.S., Tandon N., Tavakkoli M., Taveira N., Taylor H.R., Tehrani-Banihashemi A., Tekelab T., Temam Shifa G., Terkawi A.S., Tesfaye D.J., Tesssema B., Thamsuwan O., Thomas K.E., Tiruye T.Y., Tobe-Gai R., Tollanes M.C., Tonelli M., Topor-Madry R., Tortajada M., Touvier M., Tran B.X., Tripathi S., Troeger C., Truelsen T., Tsoi D., Tuem K.B., Tuzcu E.M., Tyrovolas S., Ukwaja K.N., Undurraga E.A., Uneke C.J., Updike R., Uthman O.A., Uzochukwu B.S.C., Van Boven J.F.M., Varughese S., Vasankari T., Venkatesh S., Venketasubramanian N., Vidavalur R., Violante F.S., Vladimirov S.K., Vlassov V.V., Vollset S.E., Wadilo F., Wakayo T., Wang Y.-P., Weaver M., Weichenthal S., Weiderpass E., Weintraub R.G., Werdecker A., Westerman R., Whiteford H.A., Wijeratne T., Wiysonge C.S., Wolfe C.D.A., Woodbrook R., Woolf A.D., Workicho A., Wulf Hanson S., Xavier D., Xu G., Yadgir S., Yaghoubi M., Yakob B., Yan L.L., Yano Y., Ye P., Yimam H.H., Yip P., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Zaidi Z., Zaki M.E.S., Zegeye E.A., Zenebe Z.M., Zhang X., Zhou M., Zipkin B., Zodpey S., Zuhlke L.J., Murray C.J.L., De Courten B., Thrift A.G., Vos T., Abajobir A.A., Abbafati C., Abbas K.M., Abate K.H., Abd-Allah F., Abdulle A.M., Abebo T.A., Abera S.F., Aboyans V., Abu-Raddad L.J., Ackerman I.N., Adamu A.A., Adetokunboh O., Afarideh M., Afshin A., Agarwal S.K., Aggarwal R., Agrawal A., Agrawal S., Ahmad Kiadaliri A., Ahmadieh H., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Aiyar S., Akinyemi R.O., Akseer N., Al Lami F.H., Alahdab F., Al-Aly Z., Alam K., Alam N., Alam T., Alasfoor D., Alene K.A., Ali R., Alizadeh-Navaei R., Alkerwi A., Alla F., Allebeck P., Allen C., Al-Maskari F., Al-Raddadi R., Alsharif U., Alsowaidi S., Altirkawi K.A., Amare A.T., Amini E., Ammar W., Amoako Y.A., Andersen H.H., Antonio C.A.T., Anwari P., Larsson A., Arnlov J., Artaman A., Aryal K.K., Asayesh H., Asgedom S.W., Assadi R., Atey T.M., Atnafu N.T., Atre S.R., Avila-Burgos L., Avokpaho E.F.G.A., Awasthi A., Ayala Quintanilla B.P., Ba Saleem H.O., Bacha U., Badawi A., Balakrishnan K., Banerjee A., Bannick M.S., Barac A., Barber R.M., Barker-Collo S.L., Barnighausen T., Barquera S., Barregard L., Barrero L.H., Basu S., Battista B., Battle K.E., Baune B.T., Bazargan-Hejazi S., Beardsley J., Bedi N., Beghi E., Bejot Y., Bekele B.B., Bell M.L., Bennett D.A., Bensenor I.M., Benson J., Berhane A., Berhe D.F., Bernabe E., Betsu B.D., Beuran M., Beyene A.S., Bhala N., Bhansali A., Bhatt S., Bhutta Z.A., Biadgilign S., Bienhoff K., Bikbov B., Birungi C., Biryukov S., Bisanzio D., Bizuayehu H.M., Boneya D.J., Boufous S., Bourne R.R.A., Brazinova A., Brugha T.S., Buchbinder R., Bulto L.N.B., Bumgarner B.R., Butt Z.A., Cahuana-Hurtado L., Cameron E., Car M., Carabin H., Carapetis J.R., Cardenas R., Carpenter D.O., Carrero J.J., Carter A., Carvalho F., Casey D.C., Caso V., Castaneda-Orjuela C.A., Castle C.D., Catala-Lopez F., Chang H.-Y., Chang J.-C., Charlson F.J., Chen H., Chibalabala M., Chibueze C.E., Chisumpa V.H., Chitheer A.A., Christopher D.J., Ciobanu L.G., Cirillo M., Colombara D., Cooper C., Cortesi P.A., Criqui M.H., Crump J.A., Dadi A.F., Dalal K., Dandona L., Dandona R., Das Neves J., Davitoiu D.V., De Leo D., Degenhardt L., Deiparine S., Dellavalle R.P., Deribe K., Des Jarlais D.C., Dey S., Dharmaratne S.D., Dhillon P.K., Dicker D., Ding E.L., Djalalinia S., Do H.P., Dorsey E.R., Dos Santos K.P.B., Douwes-Schultz D., Doyle K.E., Driscoll T.R., Dubey M., Duncan B.B., El-Khatib Z.Z., Ellerstrand J., Enayati A., Endries A.Y., Ermakov S.P., Erskine H.E., Eshrati B., Eskandarieh S., Esteghamati A., Estep K., Fanuel F.B.B., Farinha C.S.E.S., Faro A., Farzadfar F., Fazeli M.S., Feigin V.L., Fereshtehnejad S.-M., Fernandes J.C., Ferrari A.J., Feyissa T.R., Filip I., Fischer F., Fitzmaurice C., Flaxman A.D., Flor L.S., Foigt N., Foreman K.J., Franklin R.C., Fullman N., Furst T., Furtado J.M., Futran N.D., Gakidou E., Ganji M., Garcia-Basteiro A.L., Gebre T., Gebrehiwot T.T., Geleto A., Gemechu B.L., Gesesew H.A., Gething P.W., Ghajar A., Gibney K.B., Gill P.S., Gillum R.F., Ginawi I.A.M., Giref A.Z., Gishu M.D., Giussani G., Godwin W.W., Gold A.L., Goldberg E.M., Gona P.N., Goodridge A., Gopalani S.V., Goto A., Goulart A.C., Griswold M., Gugnani H.C., Gupta R., Gupta T., Gupta V., Hafezi-Nejad N., Hailu A.D., Hailu G.B., Hamadeh R.R., Hamidi S., Handal A.J., Hankey G.J., Hao Y., Harb H.L., Hareri H.A., Haro J.M., Harvey J., Hassanvand M.S., Havmoeller R., Hawley C., Hay R.J., Hay S.I., Henry N.J., Heredia-Pi I.B., Heydarpour P., Hoek H.W., Hoffman H.J., Horita N., Hosgood H.D., Hostiuc S., Hotez P.J., Hoy D.G., Htet A.S., Hu G., Huang H., Huynh C., Iburg K.M., Igumbor E.U., Ikeda C., Irvine C.M.S., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., Jassal S.K., Javanbakht M., Jayaraman S.P., Jeemon P., Jensen P.N., Jha V., Jiang G., John D., Johnson C.O., Johnson S.C., Jonas J.B., Jurisson M., Kabir Z., Kadel R., Kahsay A., Kamal R., Kan H., Karam N.E., Karch A., Karema C.K., Kasaeian A., Kassa G.M., Kassaw N.A., Kassebaum N.J., Kastor A., Katikireddi S.V., Kaul A., Kawakami N., Keiyoro P.N., Kengne A.P., Keren A., Khader Y.S., Khalil I.A., Khan E.A., Khang Y.-H., Khosravi A., Khubchandani J., Kieling C., Kim D., Kim P., Kim Y.J., Kimokoti R.W., Kinfu Y., Kisa A., Kissimova-Skarbek K.A., Kivimaki M., Knudsen A.K., Kokubo Y., Kolte D., Kopec J.A., Kosen S., Koul P.A., Koyanagi A., Kravchenko M., Krishnaswami S., Krohn K.J., Kuate Defo B., Kucuk Bicer B., Kumar G.A., Kumar P., Kumar S., Kyu H.H., Lal D.K., Lalloo R., Lambert N., Lan Q., Lavados P.M., Leasher J.L., Lee J.-T., Lee P.H., Leigh J., Leshargie C.T., Leung J., Leung R., Levi M., Li Y., Li Kappe D., Liang X., Liben M.L., Lim S.S., Linn S., Liu A., Liu P.Y., Liu S., Liu Y., Lodha R., Logroscino G., London S.J., Looker K.J., Lopez A.D., Lorkowski S., Lotufo P.A., Low N., Lozano R., Lucas T.C.D., Macarayan E.R.K., Magdy Abd El Razek H., Magdy Abd El Razek M., Mahdavi M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Mamun A.A., Manguerra H., Manhertz T., Mantilla A., Mantovani L.G., Mapoma C.C., Marczak L.B., Martinez-Raga J., Martins-Melo F.R., Martopullo I., Marz W., Mathur M.R., Mazidi M., McAlinden C., McGaughey M., McGrath J.J., McKee M., McNellan C., Mehata S., Mehndiratta M.M., Mekonnen T.C., Memiah P., Memish Z.A., Mendoza W., Mengistie M.A., Mengistu D.T., Mensah G.A., Meretoja A., Meretoja T.J., Mezgebe H.B., Micha R., Millear A., Miller T.R., Mills E.J., Mirarefin M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mitchell P.B., Mohammad K.A., Mohammadi A., Mohammed K.E., Mohammed S., Mohanty S.K., Mokdad A.H., Mollenkopf S.K., Monasta L., Hernandez J.M., Montico M., Moradi-Lakeh M., Moraga P., Mori R., Morozoff C., Morrison S.D., Moses M., Mountjoy-Venning C., Mruts K.B., Mueller U.O., Muller K., Murdoch M.E., Murthy G.V.S., Musa K.I., Nachega J.B., Nagel G., Naghavi M., Naheed A., Naidoo K.S., Naldi L., Nangia V., Natarajan G., Negasa D.E., Negoi I., Negoi R.I., Newton C.R., Ngunjiri J.W., Nguyen C.T., Nguyen G., Nguyen M., Nguyen Q.L., Nguyen T.H., Nichols E., Ningrum D.N.A., Nolte S., Nong V.M., Norrving B., Noubiap J.J.N., O'Donnell M.J., Ogbo F.A., Oh I.-H., Okoro A., Oladimeji O., Olagunju A.T., Olagunju T.O., Olsen H.E., Olusanya B.O., Olusanya J.O., Ong K., Opio J.N., Oren E., Ortiz A., Osgood-Zimmerman A., Osman M., Owolabi M.O., Pa M., Pacella R.E., Pana A., Panda B.K., Papachristou C., Park E.-K., Parry C.D., Parsaeian M., Patten S.B., Patton G.C., Paulson K., Pearce N., Pereira D.M., Perico N., Pesudovs K., Peterson C.B., Petzold M., Phillips M.R., Pigott D.M., Pillay J.D., Pinho C., Plass D., Pletcher M.A., Popova S., Poulton R.G., Pourmalek F., Prabhakaran D., Prasad N., Prasad N.M., Purcell C., Qorbani M., Quansah R., Rabiee R.H.S., Radfar A., Rafay A., Rahimi K., Rahimi-Movaghar A., Rahimi-Movaghar V., Rahman M., Rahman M.H.U., Rai R.K., Rajsic S., Ram U., Ranabhat C.L., Rankin Z., Rao P.V., Rao P.C., Rawaf S., Ray S.E., Reiner R.C., Reinig N., Reitsma M.B., Remuzzi G., Renzaho A.M.N., Resnikoff S., Rezaei S., Ribeiro A.L., Ronfani L., Roshandel G., Roth G.A., Roy A., Rubagotti E., Ruhago G.M., Saadat S., Sadat N., Safdarian M., Safi S., Safiri S., Sagar R., Sahathevan R., Salama J., Salomon J.A., Salvi S.S., Samy A.M., Sanabria J.R., Santomauro D., Santos I.S., Santos J.V., Santric Milicevic M.M., Sartorius B., Satpathy M., Sawhney M., Saxena S., Schmidt M.I., Schneider I.J.C., Schottker B., Schwebel D.C., Schwendicke F., Seedat S., Sepanlou S.G., Servan-Mori E.E., Setegn T., Shackelford K.A., Shaheen A., Shaikh M.A., Shamsipour M., Shariful Islam S.M., Sharma J., Sharma R., She J., Shi P., Shields C., Shigematsu M., Shinohara Y., Shiri R., Shirkoohi R., Shirude S., Shishani K., Shrime M.G., Sibai A.M., Sigfusdottir I.D., Silva D.A.S., Silva J.P., Silveira D.G.A., Singh J.A., Singh N.P., Sinha D.N., Skiadaresi E., Skirbekk V., Slepak E.L., Sligar A., Smith D.L., Smith M., Sobaih B.H.A., Sobngwi E., Sorensen R.J.D., Sousa T.C.M., Sposato L.A., Sreeramareddy C.T., Srinivasan V., Stanaway J.D., Stathopoulou V., Steel N., Stein D.J., Stein M.B., Steiner C., Steiner T.J., Steinke S., Stokes M.A., Stovner L.J., Strub B., Subart M., Sufiyan M.B., Suliankatchi Abdulkader R., Sunguya B.F., Sur P.J., Swaminathan S., Sykes B.L., Sylte D.O., Tabares-Seisdedos R., Taffere G.R., Takala J.S., Tandon N., Tavakkoli M., Taveira N., Taylor H.R., Tehrani-Banihashemi A., Tekelab T., Temam Shifa G., Terkawi A.S., Tesfaye D.J., Tesssema B., Thamsuwan O., Thomas K.E., Tiruye T.Y., Tobe-Gai R., Tollanes M.C., Tonelli M., Topor-Madry R., Tortajada M., Touvier M., Tran B.X., Tripathi S., Troeger C., Truelsen T., Tsoi D., Tuem K.B., Tuzcu E.M., Tyrovolas S., Ukwaja K.N., Undurraga E.A., Uneke C.J., Updike R., Uthman O.A., Uzochukwu B.S.C., Van Boven J.F.M., Varughese S., Vasankari T., Venkatesh S., Venketasubramanian N., Vidavalur R., Violante F.S., Vladimirov S.K., Vlassov V.V., Vollset S.E., Wadilo F., Wakayo T., Wang Y.-P., Weaver M., Weichenthal S., Weiderpass E., Weintraub R.G., Werdecker A., Westerman R., Whiteford H.A., Wijeratne T., Wiysonge C.S., Wolfe C.D.A., Woodbrook R., Woolf A.D., Workicho A., Wulf Hanson S., Xavier D., Xu G., Yadgir S., Yaghoubi M., Yakob B., Yan L.L., Yano Y., Ye P., Yimam H.H., Yip P., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Zaidi Z., Zaki M.E.S., Zegeye E.A., Zenebe Z.M., Zhang X., Zhou M., Zipkin B., Zodpey S., Zuhlke L.J., Murray C.J.L., De Courten B., Thrift A.G., Vos T., Abajobir A.A., Abbafati C., Abbas K.M., Abate K.H., Abd-Allah F., Abdulle A.M., Abebo T.A., Abera S.F., Aboyans V., Abu-Raddad L.J., Ackerman I.N., Adamu A.A., Adetokunboh O., Afarideh M., Afshin A., Agarwal S.K., Aggarwal R., Agrawal A., Agrawal S., Ahmad Kiadaliri A., Ahmadieh H., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Aiyar S., Akinyemi R.O., Akseer N., Al Lami F.H., Alahdab F., Al-Aly Z., Alam K., Alam N., Alam T., Alasfoor D., Alene K.A., Ali R., Alizadeh-Navaei R., Alkerwi A., Alla F., Allebeck P., Allen C., Al-Maskari F., Al-Raddadi R., Alsharif U., Alsowaidi S., Altirkawi K.A., Amare A.T., Amini E., Ammar W., Amoako Y.A., Andersen H.H., Antonio C.A.T., and Anwari P.

Abstract

Background As 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. Methods We 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). Findings Globally, 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-c

Published
2017

40. Global, regional, and national age-sex specifc mortality for 264 causes of death, 1980-2016: A systematic analysis for the Global Burden of Disease Study 2016.

Author

Kinfu Y., Barregard L., Barrero L.H., Baune B.T., Bedi N., Beghi E., Bekele B.B., Bell M.L., Bennett J.R., Bensenor I.M., Berhane A., Bernabe E., Betsu B.D., Beuran M., Feigin V.L., Fereshtehnejad S.-M., Fernandes J.C., Ferrari A.J., Feyissa T.R., Filip I., Finegold S., Fischer F., Fitzmaurice C., Flaxman A.D., Foigt N., Frank T., Fraser M., Fullman N., Furst T., Furtado J.M., Gakidou E., Garcia-Basteiro A.L., Gebre T., Gebregergs G.B., Gebrehiwot T.T., Gebremichael D.Y., Geleijnse J.M., Genova-Maleras R., Gesesew H.A., Gething P.W., Gillum R.F., Ginawi I.A.M., Giref A.Z., Giroud M., Giussani G., Godwin W.W., Gold A.L., Goldberg E.M., Gona P.N., Gopalani S.V., Gouda H.N., Goulart A.C., Griswold M., Gupta P.C., Gupta R., Gupta T., Gupta V., Haagsma J.A., Hafezi-Nejad N., Hailu A.D., Hailu G.B., Hamadeh R.R., Hambisa M.T., Hamidi S., Hammami M., Hancock J., Handal A.J., Hankey G.J., Hao Y., Harb H.L., Hareri H.A., Hassanvand M.S., Havmoeller R., Hay S.I., He F., Hedayati M.T., Henry N.J., Heredia-Pi I.B., Herteliu C., Hoek H.W., Horino M., Horita N., Hosgood H.D., Hostiuc S., Hotez P.J., Hoy D.G., Huynh C., Iburg K.M., Ikeda C., Ileanu B.V., Irenso A.A., Irvine C.M.S., Jurisson M., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., Javanbakht M., Jayaraman S.P., Jeemon P., Jha V., John D., Johnson C.O., Johnson S.C., Jonas J.B., Kabir Z., Kadel R., Kahsay A., Kamal R., Karch A., Karimi S.M., Karimkhani C., Kasaeian A., Kassaw N.A., Kassebaum N.J., Katikireddi S.V., Kawakami N., Keiyoro P.N., Kemmer L., Kesavachandran C.N., Khader Y.S., Khan E.A., Khang Y.-H., Khoja A.T.A., Khosravi A., Khosravi M.H., Khubchandani J., Kieling C., Kievlan D., Kim D., Kim Y.J., Kimokoti R.W., Kissoon N., Kivimaki M., Knudsen A.K., Kopec J.A., Kosen S., Koul P.A., Koyanagi A., Defo B.K., Kulikof X.R., Kumar G.A., Kumar P., Kutz M., Kyu H.H., Lal D.K., Lalloo R., Lambert T.L.N., Lan Q., Lansingh V.C., Larsson A., Lee P.H., Leigh J., Leung J., Levi M., Li Y., Kappe D.L., Liang X., Liben M.L., Lim S.S., Liu A., Liu P.Y., Liu Y., Lodha R., Logroscino G., Lorkowski S., Lotufo P.A., Lozano R., Lucas T.C.D., Ma S., Macarayan E.R.K., Maddison E.R., Abd El Razek M.M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Manguerra H., Manyazewal T., Mapoma C.C., Marczak L.B., Markos D., Martinez-Raga J., Martins-Melo F.R., Martopullo I., McAlinden C., McGaughey M., McGrath J.J., Mehata S., Meier T., Meles K.G., Memiah P., Memish Z.A., Mengesha M.M., Mengistu D.T., Menota B.G., Mensah G.A., Meretoja A., Meretoja T.J., Millear A., Miller T.R., Minnig S., Mirarefn M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mohammad K.A., Mohammadi A., Mohammed S., Mokdad A.H., Mola G.L.D., Mollenkopf S.K., Molokhia M., Monasta L., Hernandez J.C.M., Montico M., Mooney M.D., Moradi-Lakeh M., Moraga P., Morawska L., Morrison S.D., Morozof C., Mountjoy-Venning C., Mruts K.B., Muller K., Murthy G.V.S., Musa K.I., Nachega J.B., Naheed A., Naldi L., Nangia V., Nascimento B.R., Nasher J.T., Natarajan G., Negoi I., Ngunjiri J.W., Nguyen C.T., Nguyen G., Nguyen M., Nguyen Q.L., Nguyen T.H., Nichols E., Ningrum D.N.A., Nong V.M., Noubiap J.J.N., Ogbo F.A., Oh I.-H., Okoro A., Olagunju A.T., Olsen H.E., Olusanya B.O., Olusanya J.O., Ong K., Opio J.N., Oren E., Ortiz A., Osman M., Ota E., Mahesh P.A., Pacella R.E., Pakhale S., Pana A., Panda B.K., Jonas S., Papachristou C., Park E.-K., Patten S.B., Patton G.C., Paudel D., Paulson K., Pereira D.M., Perez-Ruiz F., Perico N., Pervaiz A., Petzold M., Phillips M.R., Pigott D.M., Pinho C., Plass D., Pletcher M.A., Polinder S., Postma M.J., Pourmalek F., Purcell C., Qorbani M., Radfar A., Rafay A., Rahimi-Movaghar V., Rahman M., Ur Rahman M.H., Rai R.K., Ranabhat C.L., Rankin Z., Rao P.C., Rath G.K., Rawaf S., Ray S.E., Rehm J., Reiner R.C., Reitsma M.B., Remuzzi G., Rezaei S., Rezai M.S., Rokni M.B., Ronfani L., Roshandel G., Roth G.A., Rothenbacher D., Ruhago G.M., Rizwan S.A., Saadat S., Sachdev P.S., Sadat N., Safdarian M., Saf S., Safiri S., Sagar R., Sahathevan R., Salama J., Salamati P., Salomon J.A., Samy A.M., Sanabria J.R., Sanchez-Nino M.D., Santomauro D., Santos I.S., Milicevic M.M.S., Sartorius B., Satpathy M., Shahraz S., Schmidt M.I., Schneider I.J.C., Schulhofer-Wohl S., Schutte A.E., Schwebel D.C., Schwendicke F., Sepanlou S.G., Servan-Mori E.E., Shackelford K.A., Shaikh M.A., Shamsipour M., Shamsizadeh M., Islam S.M.S., Sharma J., Sharma R., She J., Sheikhbahaei S., Shey M., Shi P., Shields C., Shigematsu M., Shiri R., Shirude S., Shiue I., Shoman H., Shrime M.G., Sigfusdottir I.D., Silpakit N., Silva J.P., Singh J.A., Skiadaresi E., Sligar A., Smith A., Smith D.L., Smith M., Sobaih B.H.A., Soneji S., Sorensen R.J.D., Soriano J.B., Sreeramareddy C.T., Srinivasan V., Stanaway J.D., Stathopoulou V., Steel N., Stein D.J., Steiner C., Steinke S., Stokes M.A., Strong M., Strub B., Subart M., Sufyan M.B., Sunguya B.F., Sur P.J., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Tadakamadla S.K., Takahashi K., Takala J.S., Talongwa R.T., Tarawneh M.R., Tavakkoli M., Taveira N., Tegegne T.K., Tehrani-Banihashemi A., Temsah M.-H., Terkawi A.S., Thakur J.S., Thamsuwan O., Thankappan K.R., Thomas K.E., Thompson A.H., Thomson A.J., Tobe-Gai R., Topor-Madry R., Torre A., Tortajada M., Towbin J.A., Tran B.X., Troeger C., Truelsen T., Tsoi D., Tuzcu E.M., Tyrovolas S., Ukwaja K.N., Undurraga E.A., Updike R., Uthman O.A., Uzochukwu B.S.C., Van Boven J.F.M., Vasankari T., Venketasubramanian N., Violante F.S., Vlassov V.V., Vollset S.E., Vos T., Wakayo T., Wallin M.T., Wang Y.-P., Weiderpass E., Weintraub R.G., Weiss D.J., Werdecker A., Westerman R., Whetter B., Whiteford H.A., Wijeratne T., Wiysonge C.S., Woldeyes B.G., Wolfe C.D.A., Woodbrook R., Workicho A., Xavier D., Xiao Q., Xu G., Yaghoubi M., Yakob B., Yano Y., Yaseri M., Yimam H.H., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Zaidi Z., El Sayed Zaki M., Zegeye E.A., Zenebe Z.M., Zerfu T.A., Zhang A.L., Zhang X., Zipkin B., Zodpey S., Lopez A.D., Murray C.J.L., De Courten B., Singh A., Thrift A.G., Naghavi M., Abajobir A.A., Abbafati C., Abbas K.M., Abd-Allah F., Abera S.F., Aboyans V., Adetokunboh O., Arnlov J., Afshin A., Agrawal A., Kiadaliri A.A., Ahmadi A., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Aiyar S., Al-Eyadhy A., Alahdab F., Al-Aly Z., Alam K., Alam N., Alam T., Alene K.A., Ali S.D., Alizadeh-Navaei R., Alkaabi J.M., Alkerwi A., Alla F., Allebeck P., Allen C., Al-Raddadi R., Alsharif U., Altirkawi K.A., Alvis-Guzman N., Amare A.T., Amini E., Ammar W., Amoako Y.A., Anber N., Andersen H.H., Andrei C.L., Androudi S., Ansari H., Antonio C.A.T., Anwari P., Arora M., Artaman A., Aryal K.K., Asayesh H., Asgedom S.W., Atey T.M., Avila-Burgos L., Avokpaho E.F.G.A., Awasthi A., Quintanilla B.P.A., Bejot Y., Babalola T.K., Bacha U., Balakrishnan K., Barac A., Barboza M.A., Barker-Collo S.L., Barquera S., Bhatt S., Biadgilign S., Bienhof K., Bikbov B., Bisanzio D., Bourne R.R.A., Breitborde N.J.K., Bulto L.N.B., Bumgarner B.R., Butt Z.A., Cardenas R., Cahuana-Hurtado L., Cameron E., Campuzano J.C., Car J., Carrero J.J., Carter A., Casey D.C., Castaneda-Orjuela C.A., Catala-Lopez F., Charlson F.J., Chibueze C.E., Chimed-Ochir O., Chisumpa V.H., Chitheer A.A., Christopher D.J., Ciobanu L.G., Cirillo M., Cohen A.J., Colombara D., Cooper C., Cowie B.C., Criqui M.H., Dandona L., Dandona R., Dargan P.I., Das Neves J., Davitoiu D.V., Davletov K., Degenhardt L., Deiparine S., Deribe K., Deribew A., Dey S., Dicker D., Ding E.L., Djalalinia S., Do H.P., Doku D.T., Douwes-Schultz D., Driscoll T.R., Dubey M., Duncan B.B., Echko M., El-Khatib Z.Z., Ellingsen C.L., Enayati A., Erskine H.E., Eskandarieh S., Esteghamati A., Ermakov S.P., Estep K., Sa Farinha C.S., Faro A., Farzadfar F., Kinfu Y., Barregard L., Barrero L.H., Baune B.T., Bedi N., Beghi E., Bekele B.B., Bell M.L., Bennett J.R., Bensenor I.M., Berhane A., Bernabe E., Betsu B.D., Beuran M., Feigin V.L., Fereshtehnejad S.-M., Fernandes J.C., Ferrari A.J., Feyissa T.R., Filip I., Finegold S., Fischer F., Fitzmaurice C., Flaxman A.D., Foigt N., Frank T., Fraser M., Fullman N., Furst T., Furtado J.M., Gakidou E., Garcia-Basteiro A.L., Gebre T., Gebregergs G.B., Gebrehiwot T.T., Gebremichael D.Y., Geleijnse J.M., Genova-Maleras R., Gesesew H.A., Gething P.W., Gillum R.F., Ginawi I.A.M., Giref A.Z., Giroud M., Giussani G., Godwin W.W., Gold A.L., Goldberg E.M., Gona P.N., Gopalani S.V., Gouda H.N., Goulart A.C., Griswold M., Gupta P.C., Gupta R., Gupta T., Gupta V., Haagsma J.A., Hafezi-Nejad N., Hailu A.D., Hailu G.B., Hamadeh R.R., Hambisa M.T., Hamidi S., Hammami M., Hancock J., Handal A.J., Hankey G.J., Hao Y., Harb H.L., Hareri H.A., Hassanvand M.S., Havmoeller R., Hay S.I., He F., Hedayati M.T., Henry N.J., Heredia-Pi I.B., Herteliu C., Hoek H.W., Horino M., Horita N., Hosgood H.D., Hostiuc S., Hotez P.J., Hoy D.G., Huynh C., Iburg K.M., Ikeda C., Ileanu B.V., Irenso A.A., Irvine C.M.S., Jurisson M., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., Javanbakht M., Jayaraman S.P., Jeemon P., Jha V., John D., Johnson C.O., Johnson S.C., Jonas J.B., Kabir Z., Kadel R., Kahsay A., Kamal R., Karch A., Karimi S.M., Karimkhani C., Kasaeian A., Kassaw N.A., Kassebaum N.J., Katikireddi S.V., Kawakami N., Keiyoro P.N., Kemmer L., Kesavachandran C.N., Khader Y.S., Khan E.A., Khang Y.-H., Khoja A.T.A., Khosravi A., Khosravi M.H., Khubchandani J., Kieling C., Kievlan D., Kim D., Kim Y.J., Kimokoti R.W., Kissoon N., Kivimaki M., Knudsen A.K., Kopec J.A., Kosen S., Koul P.A., Koyanagi A., Defo B.K., Kulikof X.R., Kumar G.A., Kumar P., Kutz M., Kyu H.H., Lal D.K., Lalloo R., Lambert T.L.N., Lan Q., Lansingh V.C., Larsson A., Lee P.H., Leigh J., Leung J., Levi M., Li Y., Kappe D.L., Liang X., Liben M.L., Lim S.S., Liu A., Liu P.Y., Liu Y., Lodha R., Logroscino G., Lorkowski S., Lotufo P.A., Lozano R., Lucas T.C.D., Ma S., Macarayan E.R.K., Maddison E.R., Abd El Razek M.M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Manguerra H., Manyazewal T., Mapoma C.C., Marczak L.B., Markos D., Martinez-Raga J., Martins-Melo F.R., Martopullo I., McAlinden C., McGaughey M., McGrath J.J., Mehata S., Meier T., Meles K.G., Memiah P., Memish Z.A., Mengesha M.M., Mengistu D.T., Menota B.G., Mensah G.A., Meretoja A., Meretoja T.J., Millear A., Miller T.R., Minnig S., Mirarefn M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mohammad K.A., Mohammadi A., Mohammed S., Mokdad A.H., Mola G.L.D., Mollenkopf S.K., Molokhia M., Monasta L., Hernandez J.C.M., Montico M., Mooney M.D., Moradi-Lakeh M., Moraga P., Morawska L., Morrison S.D., Morozof C., Mountjoy-Venning C., Mruts K.B., Muller K., Murthy G.V.S., Musa K.I., Nachega J.B., Naheed A., Naldi L., Nangia V., Nascimento B.R., Nasher J.T., Natarajan G., Negoi I., Ngunjiri J.W., Nguyen C.T., Nguyen G., Nguyen M., Nguyen Q.L., Nguyen T.H., Nichols E., Ningrum D.N.A., Nong V.M., Noubiap J.J.N., Ogbo F.A., Oh I.-H., Okoro A., Olagunju A.T., Olsen H.E., Olusanya B.O., Olusanya J.O., Ong K., Opio J.N., Oren E., Ortiz A., Osman M., Ota E., Mahesh P.A., Pacella R.E., Pakhale S., Pana A., Panda B.K., Jonas S., Papachristou C., Park E.-K., Patten S.B., Patton G.C., Paudel D., Paulson K., Pereira D.M., Perez-Ruiz F., Perico N., Pervaiz A., Petzold M., Phillips M.R., Pigott D.M., Pinho C., Plass D., Pletcher M.A., Polinder S., Postma M.J., Pourmalek F., Purcell C., Qorbani M., Radfar A., Rafay A., Rahimi-Movaghar V., Rahman M., Ur Rahman M.H., Rai R.K., Ranabhat C.L., Rankin Z., Rao P.C., Rath G.K., Rawaf S., Ray S.E., Rehm J., Reiner R.C., Reitsma M.B., Remuzzi G., Rezaei S., Rezai M.S., Rokni M.B., Ronfani L., Roshandel G., Roth G.A., Rothenbacher D., Ruhago G.M., Rizwan S.A., Saadat S., Sachdev P.S., Sadat N., Safdarian M., Saf S., Safiri S., Sagar R., Sahathevan R., Salama J., Salamati P., Salomon J.A., Samy A.M., Sanabria J.R., Sanchez-Nino M.D., Santomauro D., Santos I.S., Milicevic M.M.S., Sartorius B., Satpathy M., Shahraz S., Schmidt M.I., Schneider I.J.C., Schulhofer-Wohl S., Schutte A.E., Schwebel D.C., Schwendicke F., Sepanlou S.G., Servan-Mori E.E., Shackelford K.A., Shaikh M.A., Shamsipour M., Shamsizadeh M., Islam S.M.S., Sharma J., Sharma R., She J., Sheikhbahaei S., Shey M., Shi P., Shields C., Shigematsu M., Shiri R., Shirude S., Shiue I., Shoman H., Shrime M.G., Sigfusdottir I.D., Silpakit N., Silva J.P., Singh J.A., Skiadaresi E., Sligar A., Smith A., Smith D.L., Smith M., Sobaih B.H.A., Soneji S., Sorensen R.J.D., Soriano J.B., Sreeramareddy C.T., Srinivasan V., Stanaway J.D., Stathopoulou V., Steel N., Stein D.J., Steiner C., Steinke S., Stokes M.A., Strong M., Strub B., Subart M., Sufyan M.B., Sunguya B.F., Sur P.J., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Tadakamadla S.K., Takahashi K., Takala J.S., Talongwa R.T., Tarawneh M.R., Tavakkoli M., Taveira N., Tegegne T.K., Tehrani-Banihashemi A., Temsah M.-H., Terkawi A.S., Thakur J.S., Thamsuwan O., Thankappan K.R., Thomas K.E., Thompson A.H., Thomson A.J., Tobe-Gai R., Topor-Madry R., Torre A., Tortajada M., Towbin J.A., Tran B.X., Troeger C., Truelsen T., Tsoi D., Tuzcu E.M., Tyrovolas S., Ukwaja K.N., Undurraga E.A., Updike R., Uthman O.A., Uzochukwu B.S.C., Van Boven J.F.M., Vasankari T., Venketasubramanian N., Violante F.S., Vlassov V.V., Vollset S.E., Vos T., Wakayo T., Wallin M.T., Wang Y.-P., Weiderpass E., Weintraub R.G., Weiss D.J., Werdecker A., Westerman R., Whetter B., Whiteford H.A., Wijeratne T., Wiysonge C.S., Woldeyes B.G., Wolfe C.D.A., Woodbrook R., Workicho A., Xavier D., Xiao Q., Xu G., Yaghoubi M., Yakob B., Yano Y., Yaseri M., Yimam H.H., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Zaidi Z., El Sayed Zaki M., Zegeye E.A., Zenebe Z.M., Zerfu T.A., Zhang A.L., Zhang X., Zipkin B., Zodpey S., Lopez A.D., Murray C.J.L., De Courten B., Singh A., Thrift A.G., Naghavi M., Abajobir A.A., Abbafati C., Abbas K.M., Abd-Allah F., Abera S.F., Aboyans V., Adetokunboh O., Arnlov J., Afshin A., Agrawal A., Kiadaliri A.A., Ahmadi A., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Aiyar S., Al-Eyadhy A., Alahdab F., Al-Aly Z., Alam K., Alam N., Alam T., Alene K.A., Ali S.D., Alizadeh-Navaei R., Alkaabi J.M., Alkerwi A., Alla F., Allebeck P., Allen C., Al-Raddadi R., Alsharif U., Altirkawi K.A., Alvis-Guzman N., Amare A.T., Amini E., Ammar W., Amoako Y.A., Anber N., Andersen H.H., Andrei C.L., Androudi S., Ansari H., Antonio C.A.T., Anwari P., Arora M., Artaman A., Aryal K.K., Asayesh H., Asgedom S.W., Atey T.M., Avila-Burgos L., Avokpaho E.F.G.A., Awasthi A., Quintanilla B.P.A., Bejot Y., Babalola T.K., Bacha U., Balakrishnan K., Barac A., Barboza M.A., Barker-Collo S.L., Barquera S., Bhatt S., Biadgilign S., Bienhof K., Bikbov B., Bisanzio D., Bourne R.R.A., Breitborde N.J.K., Bulto L.N.B., Bumgarner B.R., Butt Z.A., Cardenas R., Cahuana-Hurtado L., Cameron E., Campuzano J.C., Car J., Carrero J.J., Carter A., Casey D.C., Castaneda-Orjuela C.A., Catala-Lopez F., Charlson F.J., Chibueze C.E., Chimed-Ochir O., Chisumpa V.H., Chitheer A.A., Christopher D.J., Ciobanu L.G., Cirillo M., Cohen A.J., Colombara D., Cooper C., Cowie B.C., Criqui M.H., Dandona L., Dandona R., Dargan P.I., Das Neves J., Davitoiu D.V., Davletov K., Degenhardt L., Deiparine S., Deribe K., Deribew A., Dey S., Dicker D., Ding E.L., Djalalinia S., Do H.P., Doku D.T., Douwes-Schultz D., Driscoll T.R., Dubey M., Duncan B.B., Echko M., El-Khatib Z.Z., Ellingsen C.L., Enayati A., Erskine H.E., Eskandarieh S., Esteghamati A., Ermakov S.P., Estep K., Sa Farinha C.S., Faro A., and Farzadfar F.

Abstract

Background: Monitoring levels and trends in premature mortality is crucial to understanding how societies can address prominent sources of early death. The Global Burden of Disease 2016 Study (GBD 2016) provides a comprehensive assessment of cause-specifc mortality for 264 causes in 195 locations from 1980 to 2016. This assessment includes evaluation of the expected epidemiological transition with changes in development and where local patterns deviate from these trends. Method(s): We estimated cause-specifc deaths and years of life lost (YLLs) by age, sex, geography, and year. YLLs were calculated from the sum of each death multiplied by the standard life expectancy at each age. We used the GBD cause of death database composed of: vital registration (VR) data corrected for under-registration and garbage coding; national and subnational verbal autopsy (VA) studies corrected for garbage coding; and other sources including surveys and surveillance systems for specifc causes such as maternal mortality. To facilitate assessment of quality, we reported on the fraction of deaths assigned to GBD Level 1 or Level 2 causes that cannot be underlying causes of death (major garbage codes) by location and year. Based on completeness, garbage coding, cause list detail, and time periods covered, we provided an overall data quality rating for each location with scores ranging from 0 stars (worst) to 5 stars (best). We used robust statistical methods including the Cause of Death Ensemble model (CODEm) to generate estimates for each location, year, age, and sex. We assessed observed and expected levels and trends of cause-specifc deaths in relation to the Socio-demographic Index (SDI), a summary indicator derived from measures of average income per capita, educational attainment, and total fertility, with locations grouped into quintiles by SDI. Relative to GBD 2015, we expanded the GBD cause hierarchy by 18 causes of death for GBD 2016. Finding(s): The quality of available data vari

Published
2017

41. Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990-2016: A systematic analysis for the Global Burden of Disease Study 2016.

Author

Soneji S., Alahdab F., Tehrani-Banihashemi A., Terkawi A.S., Tesssema B., Thakur J.S., Thamsuwan O., Thankappan K.R., Theis A.M., Thomas M.L., Thomson A.J., Thrift A.G., Tillmann T., Tobe-Gai R., Tobollik M., Tollanes M.C., Tonelli M., Topor-Madry R., Torre A., Tortajada M., Touvier M., Tran B.X., Truelsen T., Tuem K.B., Tuzcu E.M., Tyrovolas S., Ukwaja K.N., Uneke C.J., Updike R., Uthman O.A., Van Boven J.F.M., Van Donkelaar A., Varughese S., Vasankari T., Veerman L.J., Venkateswaran V., Venketasubramanian N., Violante F.S., Vladimirov S.K., Vlassov V.V., Vollset S.E., Vos T., Wadilo F., Wakayo T., Wallin M.T., Wang Y.-P., Weichenthal S., Weiderpass E., Weintraub R.G., Weiss D.J., Werdecker A., Westerman R., Whiteford H.A., Wiysonge C.S., Woldeyes B.G., Wolfe C.D.A., Woodbrook R., Workicho A., Wulf Hanson S., Xavier D., Xu G., Yadgir S., Yakob B., Yan L.L., Yaseri M., Yimam H.H., Yip P., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Zaidi Z., El Sayed Zaki M., Zavala-Arciniega L., Zhang X., Zimsen S.R.M., Zipkin B., Zodpey S., Lim S.S., Murray C.J.L., Gakidou E., Afshin A., Abajobir A.A., Abate K.H., Abbafati C., Abbas K.M., Abd-Allah F., Abdulle A.M., Abera S.F., Aboyans V., Abu-Raddad L.J., Abu-Rmeileh N.M.E., Abyu G.Y., Adedeji I.A., Adetokunboh O., Afarideh M., Agrawal A., Agrawal S., Ahmad Kiadaliri A., Ahmadieh H., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Akinyemi R.O., Akseer N., Al-Aly Z., Alam K., Alam N., Alam T., Alasfoor D., Alene K.A., Ali K., Alizadeh-Navaei R., Alkerwi A., Alla F., Allebeck P., Al-Raddadi R., Alsharif U., Altirkawi K.A., Alvis-Guzman N., Amare A.T., Amini E., Ammar W., Amoako Y.A., Ansari H., Anto J.M., Antonio C.A.T., Anwari P., Arian N., Arnlov J., Artaman A., Aryal K.K., Asayesh H., Asgedom S.W., Atey T.M., Avila-Burgos L., Avokpaho E.F.G.A., Awasthi A., Azzopardi P., Bacha U., Badawi A., Balakrishnan K., Ballew S.H., Barac A., Barber R.M., Barker-Collo S.L., Barnighausen T., Barquera S., Barregard L., Barrero L.H., Batis C., Battle K.E., Baune B.T., Beardsley J., Bedi N., Beghi E., Bell M.L., Bennett D.A., Bennett J.R., Bensenor I.M., Berhane A., Berhe D.F., Bernabe E., Betsu B.D., Beuran M., Beyene A.S., Bhansali A., Bhutta Z.A., Bikbov B., Birungi C., Biryukov S., Blosser C.D., Boneya D.J., Bou-Orm I.R., Brauer M., Breitborde N.J.K., Brenner H., Brugha T.S., Bulto L.N.B., Baumgarner B.R., Butt Z.A., Cahuana-Hurtado L., Cardenas R., Carrero J.J., Castaneda-Orjuela C.A., Catala-Lopez F., Cercy K., Chang H.-Y., Charlson F.J., Chimed-Ochir O., Chisumpa V.H., Chitheer A.A., Christensen H., Christopher D.J., Cirillo M., Cohen A.J., Comfort H., Cooper C., Coresh J., Cornaby L., Cortesi P.A., Criqui M.H., Crump J.A., Dandona L., Dandona R., Das Neves J., Davey G., Davitoiu D.V., Davletov K., De Courten B., Degenhardt L., Deiparine S., Dellavalle R.P., Deribe K., Deshpande A., Dharmaratne S.D., Ding E.L., Djalalinia S., Do H.P., Dokova K., Doku D.T., Dorsey E.R., Driscoll T.R., Dubey M., Duncan B.B., Duncan S., Ebert N., Ebrahimi H., El-Khatib Z.Z., Enayati A., Endries A.Y., Ermakov S.P., Erskine H.E., Eshrati B., Eskandarieh S., Esteghamati A., Estep K., Faraon E.J.A., Farinha C.S.E.S., Faro A., Farzadfar F., Fay K., Feigin V.L., Fereshtehnejad S.-M., Fernandes J.C., Ferrari A.J., Feyissa T.R., Filip I., Fischer F., Fitzmaurice C., Flaxman A.D., Foigt N., Foreman K.J., Frostad J.J., Fullman N., Furst T., Furtado J.M., Ganji M., Garcia-Basteiro A.L., Gebrehiwot T.T., Geleijnse J.M., Geleto A., Gemechu B.L., Gesesew H.A., Gething P.W., Ghajar A., Gibney K.B., Gill P.S., Gillum R.F., Giref A.Z., Gishu M.D., Giussani G., Godwin W.W., Gona P.N., Goodridge A., Gopalani S.V., Goryakin Y., Goulart A.C., Graetz N., Gugnani H.C., Guo J., Gupta R., Gupta T., Gupta V., Gutierrez R.A., Hachinski V., Hafezi-Nejad N., Hailu G.B., Hamadeh R.R., Hamidi S., Hammami M., Handal A.J., Hankey G.J., Harb H.L., Hareri H.A., Hassanvand M.S., Havmoeller R., Hawley C., Hay S.I., Hedayati M.T., Hendrie D., Heredia-Pi I.B., Hoek H.W., Horita N., Hosgood H.D., Hostiuc S., Hoy D.G., Hsairi M., Hu G., Huang H., Huang J.J., Iburg K.M., Ikeda C., Inoue M., Irvine C.M.S., Jackson M.D., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., Jauregui A., Javanbakht M., Jeemon P., Johansson L.R.K., Johnson C.O., Jonas J.B., Jurisson M., Kabir Z., Kadel R., Kahsay A., Kamal R., Karch A., Karema C.K., Kasaeian A., Kassebaum N.J., Kastor A., Katikireddi S.V., Kawakami N., Keiyoro P.N., Kelbore S.G., Kemmer L., Kengne A.P., Kesavachandran C.N., Khader Y.S., Khalil I.A., Khan E.A., Khang Y.-H., Khosravi A., Khubchandani J., Kieling C., Kim D., Kim J.Y., Kim Y.J., Kimokoti R.W., Kinfu Y., Kisa A., Kissimova-Skarbek K.A., Kivimaki M., Knibbs L.D., Knudsen A.K., Kopec J.A., Kosen S., Koul P.A., Koyanagi A., Kravchenko M., Krohn K.J., Kromhout H., Kuate Defo B., Kucuk Bicer B., Kumar G.A., Kutz M., Kyu H.H., Lal D.K., Lalloo R., Lallukka T., Lan Q., Lansingh V.C., Larsson A., Lee A., Lee P.H., Leigh J., Leung J., Levi M., Li Y., Liang X., Liben M.L., Linn S., Liu P., Lodha R., Logroscino G., Looker K.J., Lopez A.D., Lorkowski S., Lotufo P.A., Lozano R., Lunevicius R., Macarayan E.R.K., Magdy Abd El Razek H., Magdy Abd El Razek M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Mamun A.A., Manguerra H., Mantovani L.G., Mapoma C.C., Martin R.V., Martinez-Raga J., Martins-Melo F.R., Mathur M.R., Matsushita K., Matzopoulos R., Mazidi M., McAlinden C., McGrath J.J., Mehata S., Mehndiratta M.M., Meier T., Melaku Y.A., Memiah P., Memish Z.A., Mendoza W., Mengesha M.M., Mensah G.A., Mensink G.B.M., Mereta S.T., Meretoja A., Meretoja T.J., Mezgebe H.B., Micha R., Millear A., Miller T.R., Minnig S., Mirarefin M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mohammad K.A., Mohammed K.E., Mohammed S., Mohamed Ibrahim N., Mohan M.B.V., Mokdad A.H., Monasta L., Montanez Hernandez J.C., Montico M., Moradi-Lakeh M., Moraga P., Morawska L., Morrison S.D., Mountjoy-Venning C., Mueller U.O., Mullany E.C., Muller K., Murthy G.V.S., Musa K.I., Naghavi M., Naheed A., Nangia V., Natarajan G., Negoi I., Negoi R.I., Nguyen C.T., Nguyen G., Nguyen M., Nguyen Q.L., Nguyen T.H., Nichols E., Ningrum D.N.A., Nomura M., Nong V.M., Norheim O.F., Norrving B., Noubiap J.J.N., Obermeyer C.M., Ogbo F.A., Oh I.-H., Oladimeji O., Olagunju A.T., Olagunju T.O., Olivares P.R., Olsen H.E., Olusanya B.O., Olusanya J.O., Opio J.N., Oren E., Ortiz A., Ota E., Owolabi M.O., Pa M., Pacella R.E., Pana A., Panda B.K., Panda-Jonas S., Pandian J.D., Papachristou C., Park E.-K., Parry C.D., Patten S.B., Patton G.C., Pereira D.M., Perico N., Pesudovs K., Petzold M., Phillips M.R., Pillay J.D., Piradov M.A., Pishgar F., Plass D., Pletcher M.A., Polinder S., Popova S., Poulton R.G., Pourmalek F., Prasad N., Purcell C., Qorbani M., Radfar A., Rafay A., Rahimi-Movaghar A., Rahimi-Movaghar V., Rahman M., Rahman M.H.U., Rahman M.A., Rai R.K., Rajsic S., Ram U., Rawaf S., Rehm C.D., Rehm J., Reiner R.C., Reitsma M.B., Reynales-Shigematsu L.M., Remuzzi G., Renzaho A.M.N., Resnikoff S., Rezaei S., Ribeiro A.L., Rivera J.A., Roba K.T., Rojas-Rueda D., Roman Y., Room R., Roshandel G., Roth G.A., Rothenbacher D., Rubagotti E., Rushton L., Sadat N., Safdarian M., Safi S., Safiri S., Sahathevan R., Salama J., Salomon J.A., Samy A.M., Sanabria J.R., Sanchez-Nino M.D., Sanchez-Pimienta T.G., Santomauro D., Santos I.S., Santric Milicevic M.M., Sartorius B., Satpathy M., Sawhney M., Saxena S., Schaeffner E., Schmidt M.I., Schneider I.J.C., Schutte A.E., Schwebel D.C., Schwendicke F., Seedat S., Sepanlou S.G., Serdar B., Servan-Mori E.E., Shaddick G., Shaheen A., Shahraz S., Shaikh M.A., Shamah Levy T., Shamsipour M., Shamsizadeh M., Shariful Islam S.M., Sharma J., Sharma R., She J., Shen J., Shi P., Shibuya K., Shields C., Shiferaw M.S., Shigematsu M., Shin M.-J., Shiri R., Shirkoohi R., Shishani K., Shoman H., Shrime M.G., Sigfusdottir I.D., Silva D.A.S., Silva J.P., Silveira D.G.A., Singh J.A., Singh V., Sinha D.N., Skiadaresi E., Slepak E.L., Smith D.L., Smith M., Sobaih B.H.A., Sobngwi E., Sorensen R.J.D., Sposato L.A., Sreeramareddy C.T., Srinivasan V., Steel N., Stein D.J., Steiner C., Steinke S., Stokes M.A., Strub B., Subart M., Sufiyan M.B., Suliankatchi R.A., Sur P.J., Swaminathan S., Sykes B.L., Szoeke C.E.I., Tabares-Seisdedos R., Tadakamadla S.K., Takahashi K., Takala J.S., Tandon N., Tanner M., Tarekegn Y.L., Tavakkoli M., Tegegne T.K., Soneji S., Alahdab F., Tehrani-Banihashemi A., Terkawi A.S., Tesssema B., Thakur J.S., Thamsuwan O., Thankappan K.R., Theis A.M., Thomas M.L., Thomson A.J., Thrift A.G., Tillmann T., Tobe-Gai R., Tobollik M., Tollanes M.C., Tonelli M., Topor-Madry R., Torre A., Tortajada M., Touvier M., Tran B.X., Truelsen T., Tuem K.B., Tuzcu E.M., Tyrovolas S., Ukwaja K.N., Uneke C.J., Updike R., Uthman O.A., Van Boven J.F.M., Van Donkelaar A., Varughese S., Vasankari T., Veerman L.J., Venkateswaran V., Venketasubramanian N., Violante F.S., Vladimirov S.K., Vlassov V.V., Vollset S.E., Vos T., Wadilo F., Wakayo T., Wallin M.T., Wang Y.-P., Weichenthal S., Weiderpass E., Weintraub R.G., Weiss D.J., Werdecker A., Westerman R., Whiteford H.A., Wiysonge C.S., Woldeyes B.G., Wolfe C.D.A., Woodbrook R., Workicho A., Wulf Hanson S., Xavier D., Xu G., Yadgir S., Yakob B., Yan L.L., Yaseri M., Yimam H.H., Yip P., Yonemoto N., Yoon S.-J., Yotebieng M., Younis M.Z., Zaidi Z., El Sayed Zaki M., Zavala-Arciniega L., Zhang X., Zimsen S.R.M., Zipkin B., Zodpey S., Lim S.S., Murray C.J.L., Gakidou E., Afshin A., Abajobir A.A., Abate K.H., Abbafati C., Abbas K.M., Abd-Allah F., Abdulle A.M., Abera S.F., Aboyans V., Abu-Raddad L.J., Abu-Rmeileh N.M.E., Abyu G.Y., Adedeji I.A., Adetokunboh O., Afarideh M., Agrawal A., Agrawal S., Ahmad Kiadaliri A., Ahmadieh H., Ahmed M.B., Aichour A.N., Aichour I., Aichour M.T.E., Akinyemi R.O., Akseer N., Al-Aly Z., Alam K., Alam N., Alam T., Alasfoor D., Alene K.A., Ali K., Alizadeh-Navaei R., Alkerwi A., Alla F., Allebeck P., Al-Raddadi R., Alsharif U., Altirkawi K.A., Alvis-Guzman N., Amare A.T., Amini E., Ammar W., Amoako Y.A., Ansari H., Anto J.M., Antonio C.A.T., Anwari P., Arian N., Arnlov J., Artaman A., Aryal K.K., Asayesh H., Asgedom S.W., Atey T.M., Avila-Burgos L., Avokpaho E.F.G.A., Awasthi A., Azzopardi P., Bacha U., Badawi A., Balakrishnan K., Ballew S.H., Barac A., Barber R.M., Barker-Collo S.L., Barnighausen T., Barquera S., Barregard L., Barrero L.H., Batis C., Battle K.E., Baune B.T., Beardsley J., Bedi N., Beghi E., Bell M.L., Bennett D.A., Bennett J.R., Bensenor I.M., Berhane A., Berhe D.F., Bernabe E., Betsu B.D., Beuran M., Beyene A.S., Bhansali A., Bhutta Z.A., Bikbov B., Birungi C., Biryukov S., Blosser C.D., Boneya D.J., Bou-Orm I.R., Brauer M., Breitborde N.J.K., Brenner H., Brugha T.S., Bulto L.N.B., Baumgarner B.R., Butt Z.A., Cahuana-Hurtado L., Cardenas R., Carrero J.J., Castaneda-Orjuela C.A., Catala-Lopez F., Cercy K., Chang H.-Y., Charlson F.J., Chimed-Ochir O., Chisumpa V.H., Chitheer A.A., Christensen H., Christopher D.J., Cirillo M., Cohen A.J., Comfort H., Cooper C., Coresh J., Cornaby L., Cortesi P.A., Criqui M.H., Crump J.A., Dandona L., Dandona R., Das Neves J., Davey G., Davitoiu D.V., Davletov K., De Courten B., Degenhardt L., Deiparine S., Dellavalle R.P., Deribe K., Deshpande A., Dharmaratne S.D., Ding E.L., Djalalinia S., Do H.P., Dokova K., Doku D.T., Dorsey E.R., Driscoll T.R., Dubey M., Duncan B.B., Duncan S., Ebert N., Ebrahimi H., El-Khatib Z.Z., Enayati A., Endries A.Y., Ermakov S.P., Erskine H.E., Eshrati B., Eskandarieh S., Esteghamati A., Estep K., Faraon E.J.A., Farinha C.S.E.S., Faro A., Farzadfar F., Fay K., Feigin V.L., Fereshtehnejad S.-M., Fernandes J.C., Ferrari A.J., Feyissa T.R., Filip I., Fischer F., Fitzmaurice C., Flaxman A.D., Foigt N., Foreman K.J., Frostad J.J., Fullman N., Furst T., Furtado J.M., Ganji M., Garcia-Basteiro A.L., Gebrehiwot T.T., Geleijnse J.M., Geleto A., Gemechu B.L., Gesesew H.A., Gething P.W., Ghajar A., Gibney K.B., Gill P.S., Gillum R.F., Giref A.Z., Gishu M.D., Giussani G., Godwin W.W., Gona P.N., Goodridge A., Gopalani S.V., Goryakin Y., Goulart A.C., Graetz N., Gugnani H.C., Guo J., Gupta R., Gupta T., Gupta V., Gutierrez R.A., Hachinski V., Hafezi-Nejad N., Hailu G.B., Hamadeh R.R., Hamidi S., Hammami M., Handal A.J., Hankey G.J., Harb H.L., Hareri H.A., Hassanvand M.S., Havmoeller R., Hawley C., Hay S.I., Hedayati M.T., Hendrie D., Heredia-Pi I.B., Hoek H.W., Horita N., Hosgood H.D., Hostiuc S., Hoy D.G., Hsairi M., Hu G., Huang H., Huang J.J., Iburg K.M., Ikeda C., Inoue M., Irvine C.M.S., Jackson M.D., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., Jauregui A., Javanbakht M., Jeemon P., Johansson L.R.K., Johnson C.O., Jonas J.B., Jurisson M., Kabir Z., Kadel R., Kahsay A., Kamal R., Karch A., Karema C.K., Kasaeian A., Kassebaum N.J., Kastor A., Katikireddi S.V., Kawakami N., Keiyoro P.N., Kelbore S.G., Kemmer L., Kengne A.P., Kesavachandran C.N., Khader Y.S., Khalil I.A., Khan E.A., Khang Y.-H., Khosravi A., Khubchandani J., Kieling C., Kim D., Kim J.Y., Kim Y.J., Kimokoti R.W., Kinfu Y., Kisa A., Kissimova-Skarbek K.A., Kivimaki M., Knibbs L.D., Knudsen A.K., Kopec J.A., Kosen S., Koul P.A., Koyanagi A., Kravchenko M., Krohn K.J., Kromhout H., Kuate Defo B., Kucuk Bicer B., Kumar G.A., Kutz M., Kyu H.H., Lal D.K., Lalloo R., Lallukka T., Lan Q., Lansingh V.C., Larsson A., Lee A., Lee P.H., Leigh J., Leung J., Levi M., Li Y., Liang X., Liben M.L., Linn S., Liu P., Lodha R., Logroscino G., Looker K.J., Lopez A.D., Lorkowski S., Lotufo P.A., Lozano R., Lunevicius R., Macarayan E.R.K., Magdy Abd El Razek H., Magdy Abd El Razek M., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Malhotra R., Malta D.C., Mamun A.A., Manguerra H., Mantovani L.G., Mapoma C.C., Martin R.V., Martinez-Raga J., Martins-Melo F.R., Mathur M.R., Matsushita K., Matzopoulos R., Mazidi M., McAlinden C., McGrath J.J., Mehata S., Mehndiratta M.M., Meier T., Melaku Y.A., Memiah P., Memish Z.A., Mendoza W., Mengesha M.M., Mensah G.A., Mensink G.B.M., Mereta S.T., Meretoja A., Meretoja T.J., Mezgebe H.B., Micha R., Millear A., Miller T.R., Minnig S., Mirarefin M., Mirrakhimov E.M., Misganaw A., Mishra S.R., Mohammad K.A., Mohammed K.E., Mohammed S., Mohamed Ibrahim N., Mohan M.B.V., Mokdad A.H., Monasta L., Montanez Hernandez J.C., Montico M., Moradi-Lakeh M., Moraga P., Morawska L., Morrison S.D., Mountjoy-Venning C., Mueller U.O., Mullany E.C., Muller K., Murthy G.V.S., Musa K.I., Naghavi M., Naheed A., Nangia V., Natarajan G., Negoi I., Negoi R.I., Nguyen C.T., Nguyen G., Nguyen M., Nguyen Q.L., Nguyen T.H., Nichols E., Ningrum D.N.A., Nomura M., Nong V.M., Norheim O.F., Norrving B., Noubiap J.J.N., Obermeyer C.M., Ogbo F.A., Oh I.-H., Oladimeji O., Olagunju A.T., Olagunju T.O., Olivares P.R., Olsen H.E., Olusanya B.O., Olusanya J.O., Opio J.N., Oren E., Ortiz A., Ota E., Owolabi M.O., Pa M., Pacella R.E., Pana A., Panda B.K., Panda-Jonas S., Pandian J.D., Papachristou C., Park E.-K., Parry C.D., Patten S.B., Patton G.C., Pereira D.M., Perico N., Pesudovs K., Petzold M., Phillips M.R., Pillay J.D., Piradov M.A., Pishgar F., Plass D., Pletcher M.A., Polinder S., Popova S., Poulton R.G., Pourmalek F., Prasad N., Purcell C., Qorbani M., Radfar A., Rafay A., Rahimi-Movaghar A., Rahimi-Movaghar V., Rahman M., Rahman M.H.U., Rahman M.A., Rai R.K., Rajsic S., Ram U., Rawaf S., Rehm C.D., Rehm J., Reiner R.C., Reitsma M.B., Reynales-Shigematsu L.M., Remuzzi G., Renzaho A.M.N., Resnikoff S., Rezaei S., Ribeiro A.L., Rivera J.A., Roba K.T., Rojas-Rueda D., Roman Y., Room R., Roshandel G., Roth G.A., Rothenbacher D., Rubagotti E., Rushton L., Sadat N., Safdarian M., Safi S., Safiri S., Sahathevan R., Salama J., Salomon J.A., Samy A.M., Sanabria J.R., Sanchez-Nino M.D., Sanchez-Pimienta T.G., Santomauro D., Santos I.S., Santric Milicevic M.M., Sartorius B., Satpathy M., Sawhney M., Saxena S., Schaeffner E., Schmidt M.I., Schneider I.J.C., Schutte A.E., Schwebel D.C., Schwendicke F., Seedat S., Sepanlou S.G., Serdar B., Servan-Mori E.E., Shaddick G., Shaheen A., Shahraz S., Shaikh M.A., Shamah Levy T., Shamsipour M., Shamsizadeh M., Shariful Islam S.M., Sharma J., Sharma R., She J., Shen J., Shi P., Shibuya K., Shields C., Shiferaw M.S., Shigematsu M., Shin M.-J., Shiri R., Shirkoohi R., Shishani K., Shoman H., Shrime M.G., Sigfusdottir I.D., Silva D.A.S., Silva J.P., Silveira D.G.A., Singh J.A., Singh V., Sinha D.N., Skiadaresi E., Slepak E.L., Smith D.L., Smith M., Sobaih B.H.A., Sobngwi E., Sorensen R.J.D., Sposato L.A., Sreeramareddy C.T., Srinivasan V., Steel N., Stein D.J., Steiner C., Steinke S., Stokes M.A., Strub B., Subart M., Sufiyan M.B., Suliankatchi R.A., Sur P.J., Swaminathan S., Sykes B.L., Szoeke C.E.I., Tabares-Seisdedos R., Tadakamadla S.K., Takahashi K., Takala J.S., Tandon N., Tanner M., Tarekegn Y.L., Tavakkoli M., and Tegegne T.K.

Abstract

Background: The Global Burden of Diseases, Injuries, and Risk Factors Study 2016 (GBD 2016) provides a comprehensive assessment of risk factor exposure and attributable burden of disease. By providing estimates over a long time series, this study can monitor risk exposure trends critical to health surveillance and inform policy debates on the importance of addressing risks in context. Method(s): We used the comparative risk assessment framework developed for previous iterations of GBD to estimate levels and trends in exposure, attributable deaths, and attributable disability-adjusted life-years (DALYs), by age group, sex, year, and location for 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks from 1990 to 2016. This study included 481 risk-outcome pairs that met the GBD study criteria for convincing or probable evidence of causation. We extracted relative risk (RR) and exposure estimates from 22 717 randomised controlled trials, cohorts, pooled cohorts, household surveys, census data, satellite data, and other sources, according to the GBD 2016 source counting methods. Using the counterfactual scenario of theoretical minimum risk exposure level (TMREL), we estimated the portion of deaths and DALYs that could be attributed to a given risk. Finally, we explored four drivers of trends in attributable burden: population growth, population ageing, trends in risk exposure, and all other factors combined. Finding(s): Since 1990, exposure increased significantly for 30 risks, did not change significantly for four risks, and decreased significantly for 31 risks. Among risks that are leading causes of burden of disease, child growth failure and household air pollution showed the most significant declines, while metabolic risks, such as body-mass index and high fasting plasma glucose, showed significant increases. In 2016, at Level 3 of the hierarchy, the three leading risk factors in terms of attributable DALYs at the global level for m

Published
2017

42. A comparison of bivariate, multivariate random-effects, and Poisson correlated gamma-frailty models to meta-analyze individual patient data of ordinal scale diagnostic tests.

Author

Simoneau, G., Levis, B., Cuijpers, Pim, Ioannidis, J.P.A., Patten, S.B., Shrier, I., Bombardier, C.H., de Lima Osório, F., Fann, J.R., Gjerdingen, D., Lamers, F., Lotrakul, M., Löwe, B., Shaaban, J., Stafford, L., van Weert, H.C.P.M., Whooley, M.A., Wittkampf, K.A., Yeung, A.S., Thombs, B.D., Benedetti, A., Simoneau, G., Levis, B., Cuijpers, Pim, Ioannidis, J.P.A., Patten, S.B., Shrier, I., Bombardier, C.H., de Lima Osório, F., Fann, J.R., Gjerdingen, D., Lamers, F., Lotrakul, M., Löwe, B., Shaaban, J., Stafford, L., van Weert, H.C.P.M., Whooley, M.A., Wittkampf, K.A., Yeung, A.S., Thombs, B.D., and Benedetti, A.

Abstract

Individual patient data (IPD) meta-analyses are increasingly common in the literature. In the context of estimating the diagnostic accuracy of ordinal or semi-continuous scale tests, sensitivity and specificity are often reported for a given threshold or a small set of thresholds, and a meta-analysis is conducted via a bivariate approach to account for their correlation. When IPD are available, sensitivity and specificity can be pooled for every possible threshold. Our objective was to compare the bivariate approach, which can be applied separately at every threshold, to two multivariate methods: the ordinal multivariate random-effects model and the Poisson correlated gamma-frailty model. Our comparison was empirical, using IPD from 13 studies that evaluated the diagnostic accuracy of the 9-item Patient Health Questionnaire depression screening tool, and included simulations. The empirical comparison showed that the implementation of the two multivariate methods is more laborious in terms of computational time and sensitivity to user-supplied values compared to the bivariate approach. Simulations showed that ignoring the within-study correlation of sensitivity and specificity across thresholds did not worsen inferences with the bivariate approach compared to the Poisson model. The ordinal approach was not suitable for simulations because the model was highly sensitive to user-supplied starting values. We tentatively recommend the bivariate approach rather than more complex multivariate methods for IPD diagnostic accuracy meta-analyses of ordinal scale tests, although the limited type of diagnostic data considered in the simulation study restricts the generalization of our findings.

Published
2017
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43. The diagnostic accuracy of the Hospital Anxiety and Depression Scale (HADS) for detecting major depression: Protocol for a systematic review and individual patient data meta-analyses

Author

Thombs, B.D, Benedetti, A., Kloda, L.A., Levis, B., Azar, M., Riehm, K.E., Saadat, N., Cuijpers, Pim, Gilbody, S., Ioannidis, J.P.A., McMillan, Dean, Patten, S.B., Shrier, I., Steele, R.J., Ziegelstein, R.C., Loiselle, C.G., Henry, M., Ismail, Z., Mitchell, N., Tonelli, M., Clinical Psychology, and EMGO+ - Mental Health

Published
2016

44. 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

Rabiee R.H.S., Kan H., Karch A., Karimkhani C., Kaul A., Keiyoro P.N., Lyons R.A., Keren A., Khader Y.S., Khan E.A., Khang Y.H., Won S., Khera S., Tavakkoli M., Khoja T.A.M., Khubchandani J., Kim C., Kim D., Kim Y.J., Skogen J.C., Savic M., Kokubo Y., Kolte D., McGarvey S.T., Kosen S., Koul P.A., Koyanagi A., Kravchenko M., Varakin Y.Y., Kuate Defo B., Kucuk Bicer B., Kudom A.A., Polinder S., Kuipers E.J., Lallukka T., Shiri R., Meretoja T.J., Lam H., Lam J.O., Nachega J.B., Tran B.X., Langan S.M., McKee M., Lavados P.M., Leasher J.L., Leung R., Levi M., Li Y., Liang J., Liu Y., Phillips M.R., Lloyd B.K., Logroscino G., Looker K.J., Lunevicius R., Mackay M.T., Magdy Abd El Razek M., Mahdavi M., Marcenes W., Meaney P.A., Margolis D.J., Martinez-Raga J., McMahon B.J., Mehari A., Tedla B.A., Memiah P., Memish Z.A., Mendoza W., Mhimbira F.A., Miller T.R., Mills E.J., Mohammadi A., Monasta L., Montico M., Ronfani L., Morawska L., Norman R.E., Werdecker A., Mueller U.O., Westerman R., Paternina Caicedo A.J., Murdoch M.E., Seedat S., Wiysonge C.S., Nagel G., Rothenbacher D., Naheed A., Naldi L., Nangia V., Ngalesoni F.N., Nguyen Q.L., Nkamedjie Pete P.M., Nolla J.M., Nunes B.P., Ogbo F.A., Oh I., Ohkubo T., Olivares P.R., Olusanya B.O., Olusanya J.O., Ortiz A., Ota E., Park E., Passos V.M.D.A., Patten S.B., Tonelli M., Pereira D.M., Perez-Padilla R., Pesudovs K., Pillay J.D., Plass D., Platts-Mills J.A., Pond C.D., Prasad N.M., Qorbani M., Radfar A., Rafay A., Rahman M., Rahman S.U., Rai R.K., Rajsic S., Refaat A.H., Ribeiro A.L., Rojas-Rueda D., Roy A., Sagar R., Satpathy M., Tandon N., Sahathevan R., Sanabria J.R., Sanchez-Nino M.D., Sarmiento-Suarez R., Sartorius B., Sawhney M., Schaub M.P., Schneider I.J.C., Silva D.A.S., Schottker B., Schwebel D.C., Singh J.A., Shaheen A., Shaikh M.A., Sharma R., Sharma U., Shin M., Yoon S., Sigfusdottir I.D., Silveira D.G.A., Singh O.P., Singh P.K., Soreide K., Sliwa K., Stein D.J., Soriano J.B., Sposato L.A., Sreeramareddy C.T., Stathopoulou V., Stovner L.J., Steinke S., Stroumpoulis K., Sunguya B.F., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Takala J.S., Tanne D., Terkawi A.S., Tuzcu E.M., Thomson A.J., Thurston G.D., Tobe-Gai R., Topor-Madry R., Topouzis F., Truelsen T., Tsala Dimbuene Z., Tsilimbaris M., Tyrovolas S., Ukwaja K.N., Uneke C.J., Uthman O.A., van Gool C.H., Vasankari T., Venketasubramanian N., Violante F.S., Vladimirov S.K., Vlassov V.V., Waller S.G., Weichenthal S., White R.A., Williams H.C., Wubshet M., Xavier D., Xu G., Yan L.L., Yano Y., Yip P., Yonemoto N., Younis M.Z., Yu C., Zaidi Z., Zaki M.E., Zeeb H., Zuhlke L.J., Vos T., Allen C., Arora M., Barber R.M., Brown A., Carter A., Casey D.C., Charlson F.J., Chen A.Z., Coggeshall M., Cornaby L., Dandona L., Dicker D.J., Dilegge T., Erskine H.E., Ferrari A.J., Fitzmaurice C., Fleming T., Forouzanfar M.H., Fullman N., Goldberg E.M., Graetz N., Haagsma J.A., Hay S.I., Johnson C.O., Kassebaum N.J., Kawashima T., Kemmer L., Khalil I.A., Kyu H.H., Leung J., Lim S.S., Lopez A.D., Marczak L., Mokdad A.H., Naghavi M., Nguyen G., Nsoesie E., Olsen H., Pigott D.M., Pinho C., Rankin Z., Reinig N., Sandar L., Smith A., Stanaway J., Steiner C., Teeple S., Thomas B.A., Troeger C., Wagner J.A., Wang H., Wanga V., Whiteford H.A., Zoeckler L., Alexander L.T., Anderson G.M., Bell B., Bienhoff K., Biryukov S., Blore J., Brown J., Coates M.M., Daoud F., Estep K., Foreman K., Fox J., Friedman J., Frostad J., Godwin W.W., Hancock J., Huynh C., Iannarone M., Kim P., Kutz M., Masiye F., Millear A., Mirarefin M., Mooney M.D., Moradi-Lakeh M., Mullany E., Mumford J.E., Ng M., Rao P., Reitsma M.B., Reynolds A., Roth G.A., Shackelford K.A., Sivonda A., Sligar A., Sorensen R.J.D., Sur P., Vollset S.E., Woodbrook R., Zhou M., Murray C.J.L., Ellenbogen R.G., Kotsakis G.A., Mock C.N., Anderson B.O., Futran N.D., Jensen P.N., Watkins D.A., Bhutta Z.A., Nisar M.I., Akseer N., Abajobir A.A., Knibbs L.D., Lalloo R., Scott J.G., Alam N.K.M., Gouda H.N., Guo Y., McGrath J.J., Jeemon P., Dandona R., Kumar G.A., Gething P.W., Bisanzio D., Deribew A., Ali R., Bennett D.A., Rahimi K., Kinfu Y., Duan L., Liu S., Jin Y., Wang L., Ye P., Liang X., Azzopardi P., Gibney K.B., Meretoja A., Alam K., Borschmann R., Colquhoun S.M., Patton G.C., Weintraub R.G., Szoeke C.E.I., Ademi Z., Taylor H.R., Lozano R., Campos-Nonato I.R., Campuzano J.C., Gomez-Dantes H., Heredia-Pi I.B., Mejia-Rodriguez F., Montanez Hernandez J.C., Rios Blancas M.J., Servan-Mori E.E., Mensah G.A., Salomon J.A., Thorne-Lyman A.L., Ajala O.N., Barnighausen T., Ding E.L., Farvid M.S., Wagner G.R., Osman M., Shrime M.G., Fitchett J.R.A., Abate K.H., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abraham B., Abubakar I., Banerjee A., Benzian H., Abu-Raddad L.J., Abu-Rmeileh N.M., Ackerman I.N., Buchbinder R., Gabbe B., Thrift A.G., Adebiyi A.O., Akinyemi R.O., Adou A.K., Afanvi K.A., Agardh E.E., Badawi A., Popova S., Agarwal A., Ahmad Kiadaliri A., Norrving B., Ahmadieh H., Yaseri M., Jahanmehr N., Al-Aly Z., Driscoll T.R., Kemp A.H., Leigh J., Mekonnen A.B., Aldhahri S.F., Altirkawi K.A., Alegretti M.A., Alemu Z.A., Alhabib S., Alkerwi A., Alla F., Guillemin F., Allebeck P., Carrero J.J., Fereshtehnejad S.M., Weiderpass E., Havmoeller R., Al-Raddadi R., Alsharif U., Alvis-Guzman N., Amare A.T., Melaku Y.A., Ciobanu L.G., Amberbir A., Amini H., Karema C.K., Ammar W., Harb H.L., Amrock S.M., Andersen H.H., Antonio C.A.T., Aregay A.F., Betsu B.D., Hailu G.B., Yebyo H.G., Arnlov J., Larsson A., Artaman A., Asayesh H., Assadi R., Atique S., Avokpaho E.F.G.A., Awasthi A., Ayala Quintanilla B.P., Bacha U., Balakrishnan K., Barac A., Barker-Collo S.L., Mohammed S., Barregard L., Petzold M., Barrero L.H., Basu A., Bazargan-Hejazi S., Beghi E., Sheth K.N., Bell M.L., Huang J.J., Santos I.S., Bensenor I.M., Lotufo P.A., Berhane A., Wolfe C.D., Bernabe E., Hay R.J., Roba H.S., Beyene A.S., Bhala N., Piel F.B., Steiner T.J., Bhatt S., Greaves F., Majeed A., Soljak M., Biadgilign S., Bikbov B., Bjertness E., Htet A.S., Boufous S., Degenhardt L., Resnikoff S., Calabria B., Mitchell P.B., Brainin M., Brazinova A., Majdan M., Lo W.D., Shen J., Breitborde N.J.K., Buckle G.C., Butt Z.A., Lal A., Carabin H., Cardenas R., Carpenter D.O., Castaneda-Orjuela C.A., Castillo Rivas J., Catala-Lopez F., Chang J., Chiang P.P., Chibueze C.E., Chisumpa V.H., Choi J.J., Chowdhury R., Christensen H., Christopher D.J., Cirillo M., Cooper C., Cortinovis Biotech M.D., Giussani Biol G., Perico D.N., Remuzzi G., Crump J.A., Derrett S., Poulton R.G., Damtew S.A., Deribe K., Hailu A.D., Giref A.Z., Haile D., Jibat T., Taye B., Dargan P.I., das Neves J., Massano J., Santos J.V., Davey G., Davis A.C., Newton J.N., Steel N., De Leo D., Del Gobbo L.C., Dellavalle R.P., Des Jarlais D.C., Dharmaratne S.D., Dhillon P.K., Ganguly P., Zodpey S., Diaz-Torne C., Dubey M., Rahman M.H.U., Ram U., Singh A., Verma R.K., Yadav A.K., Duncan B.B., Kieling C., Schmidt M.I., Ebrahimi H., Pishgar F., Farzadfar F., Kasaeian A., Parsaeian M., Heydarpour P., Malekzadeh R., Roshandel G., Sepanlou S.G., Rahimi-Movaghar V., Elyazar I., Endres M., Endries A.Y., Ermakov S.P., Eshrati B., Farid T.A., Khan A.R., Farinha C.S.E.S., Faro A., Feigin V.L., Te Ao B.J., Kwan G.F., Felson D.T., Fernandes J.G., Fernandes J.C., Fischer F., Shiue I., Fowkes F.G.R., Franklin R.C., Furst T., Iyer V.J., Gankpe F.G., Gebre T., Geleijnse J.M., Gessner B.D., Ginawi I.A., Giroud M., Gishu M.D., Tura A.K., Glaser E., Halasa Y.A., Shepard D.S., Undurraga E.A., Gona P., Goodridge A., Gopalani S.V., Gotay C.C., Kissoon N., Kopec J.A., Pourmalek F., Goto A., Inoue M., Grainger R., Gupta R., Gupta V., Gutierrez R.A., Knudsen A.K., Norheim O.F., Hamadeh R.R., Hamidi S., Hammami M., Handal A.J., Hankey G.J., Hao Y., Harikrishnan S., Haro J.M., Hoek H.W., Skirbekk V., Horino M., Horita N., Hosgood H.D., Hoy D.G., Huang H., Iburg K.M., Innos K., Kawakami N., Shibuya K., Jacobsen K.H., Jakovljevic M.B., Javanbakht M., Jayaraman S.P., Jayatilleke A.U., Jee S.H., Prabhakaran D., Jiang Y., Jimenez-Corona A., Jonas J.B., Kabir Z., Kalkonde Y., Kamal R., Kesavachandran C.N., Rabiee R.H.S., Kan H., Karch A., Karimkhani C., Kaul A., Keiyoro P.N., Lyons R.A., Keren A., Khader Y.S., Khan E.A., Khang Y.H., Won S., Khera S., Tavakkoli M., Khoja T.A.M., Khubchandani J., Kim C., Kim D., Kim Y.J., Skogen J.C., Savic M., Kokubo Y., Kolte D., McGarvey S.T., Kosen S., Koul P.A., Koyanagi A., Kravchenko M., Varakin Y.Y., Kuate Defo B., Kucuk Bicer B., Kudom A.A., Polinder S., Kuipers E.J., Lallukka T., Shiri R., Meretoja T.J., Lam H., Lam J.O., Nachega J.B., Tran B.X., Langan S.M., McKee M., Lavados P.M., Leasher J.L., Leung R., Levi M., Li Y., Liang J., Liu Y., Phillips M.R., Lloyd B.K., Logroscino G., Looker K.J., Lunevicius R., Mackay M.T., Magdy Abd El Razek M., Mahdavi M., Marcenes W., Meaney P.A., Margolis D.J., Martinez-Raga J., McMahon B.J., Mehari A., Tedla B.A., Memiah P., Memish Z.A., Mendoza W., Mhimbira F.A., Miller T.R., Mills E.J., Mohammadi A., Monasta L., Montico M., Ronfani L., Morawska L., Norman R.E., Werdecker A., Mueller U.O., Westerman R., Paternina Caicedo A.J., Murdoch M.E., Seedat S., Wiysonge C.S., Nagel G., Rothenbacher D., Naheed A., Naldi L., Nangia V., Ngalesoni F.N., Nguyen Q.L., Nkamedjie Pete P.M., Nolla J.M., Nunes B.P., Ogbo F.A., Oh I., Ohkubo T., Olivares P.R., Olusanya B.O., Olusanya J.O., Ortiz A., Ota E., Park E., Passos V.M.D.A., Patten S.B., Tonelli M., Pereira D.M., Perez-Padilla R., Pesudovs K., Pillay J.D., Plass D., Platts-Mills J.A., Pond C.D., Prasad N.M., Qorbani M., Radfar A., Rafay A., Rahman M., Rahman S.U., Rai R.K., Rajsic S., Refaat A.H., Ribeiro A.L., Rojas-Rueda D., Roy A., Sagar R., Satpathy M., Tandon N., Sahathevan R., Sanabria J.R., Sanchez-Nino M.D., Sarmiento-Suarez R., Sartorius B., Sawhney M., Schaub M.P., Schneider I.J.C., Silva D.A.S., Schottker B., Schwebel D.C., Singh J.A., Shaheen A., Shaikh M.A., Sharma R., Sharma U., Shin M., Yoon S., Sigfusdottir I.D., Silveira D.G.A., Singh O.P., Singh P.K., Soreide K., Sliwa K., Stein D.J., Soriano J.B., Sposato L.A., Sreeramareddy C.T., Stathopoulou V., Stovner L.J., Steinke S., Stroumpoulis K., Sunguya B.F., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Takala J.S., Tanne D., Terkawi A.S., Tuzcu E.M., Thomson A.J., Thurston G.D., Tobe-Gai R., Topor-Madry R., Topouzis F., Truelsen T., Tsala Dimbuene Z., Tsilimbaris M., Tyrovolas S., Ukwaja K.N., Uneke C.J., Uthman O.A., van Gool C.H., Vasankari T., Venketasubramanian N., Violante F.S., Vladimirov S.K., Vlassov V.V., Waller S.G., Weichenthal S., White R.A., Williams H.C., Wubshet M., Xavier D., Xu G., Yan L.L., Yano Y., Yip P., Yonemoto N., Younis M.Z., Yu C., Zaidi Z., Zaki M.E., Zeeb H., Zuhlke L.J., Vos T., Allen C., Arora M., Barber R.M., Brown A., Carter A., Casey D.C., Charlson F.J., Chen A.Z., Coggeshall M., Cornaby L., Dandona L., Dicker D.J., Dilegge T., Erskine H.E., Ferrari A.J., Fitzmaurice C., Fleming T., Forouzanfar M.H., Fullman N., Goldberg E.M., Graetz N., Haagsma J.A., Hay S.I., Johnson C.O., Kassebaum N.J., Kawashima T., Kemmer L., Khalil I.A., Kyu H.H., Leung J., Lim S.S., Lopez A.D., Marczak L., Mokdad A.H., Naghavi M., Nguyen G., Nsoesie E., Olsen H., Pigott D.M., Pinho C., Rankin Z., Reinig N., Sandar L., Smith A., Stanaway J., Steiner C., Teeple S., Thomas B.A., Troeger C., Wagner J.A., Wang H., Wanga V., Whiteford H.A., Zoeckler L., Alexander L.T., Anderson G.M., Bell B., Bienhoff K., Biryukov S., Blore J., Brown J., Coates M.M., Daoud F., Estep K., Foreman K., Fox J., Friedman J., Frostad J., Godwin W.W., Hancock J., Huynh C., Iannarone M., Kim P., Kutz M., Masiye F., Millear A., Mirarefin M., Mooney M.D., Moradi-Lakeh M., Mullany E., Mumford J.E., Ng M., Rao P., Reitsma M.B., Reynolds A., Roth G.A., Shackelford K.A., Sivonda A., Sligar A., Sorensen R.J.D., Sur P., Vollset S.E., Woodbrook R., Zhou M., Murray C.J.L., Ellenbogen R.G., Kotsakis G.A., Mock C.N., Anderson B.O., Futran N.D., Jensen P.N., Watkins D.A., Bhutta Z.A., Nisar M.I., Akseer N., Abajobir A.A., Knibbs L.D., Lalloo R., Scott J.G., Alam N.K.M., Gouda H.N., Guo Y., McGrath J.J., Jeemon P., Dandona R., Kumar G.A., Gething P.W., Bisanzio D., Deribew A., Ali R., Bennett D.A., Rahimi K., Kinfu Y., Duan L., Liu S., Jin Y., Wang L., Ye P., Liang X., Azzopardi P., Gibney K.B., Meretoja A., Alam K., Borschmann R., Colquhoun S.M., Patton G.C., Weintraub R.G., Szoeke C.E.I., Ademi Z., Taylor H.R., Lozano R., Campos-Nonato I.R., Campuzano J.C., Gomez-Dantes H., Heredia-Pi I.B., Mejia-Rodriguez F., Montanez Hernandez J.C., Rios Blancas M.J., Servan-Mori E.E., Mensah G.A., Salomon J.A., Thorne-Lyman A.L., Ajala O.N., Barnighausen T., Ding E.L., Farvid M.S., Wagner G.R., Osman M., Shrime M.G., Fitchett J.R.A., Abate K.H., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abraham B., Abubakar I., Banerjee A., Benzian H., Abu-Raddad L.J., Abu-Rmeileh N.M., Ackerman I.N., Buchbinder R., Gabbe B., Thrift A.G., Adebiyi A.O., Akinyemi R.O., Adou A.K., Afanvi K.A., Agardh E.E., Badawi A., Popova S., Agarwal A., Ahmad Kiadaliri A., Norrving B., Ahmadieh H., Yaseri M., Jahanmehr N., Al-Aly Z., Driscoll T.R., Kemp A.H., Leigh J., Mekonnen A.B., Aldhahri S.F., Altirkawi K.A., Alegretti M.A., Alemu Z.A., Alhabib S., Alkerwi A., Alla F., Guillemin F., Allebeck P., Carrero J.J., Fereshtehnejad S.M., Weiderpass E., Havmoeller R., Al-Raddadi R., Alsharif U., Alvis-Guzman N., Amare A.T., Melaku Y.A., Ciobanu L.G., Amberbir A., Amini H., Karema C.K., Ammar W., Harb H.L., Amrock S.M., Andersen H.H., Antonio C.A.T., Aregay A.F., Betsu B.D., Hailu G.B., Yebyo H.G., Arnlov J., Larsson A., Artaman A., Asayesh H., Assadi R., Atique S., Avokpaho E.F.G.A., Awasthi A., Ayala Quintanilla B.P., Bacha U., Balakrishnan K., Barac A., Barker-Collo S.L., Mohammed S., Barregard L., Petzold M., Barrero L.H., Basu A., Bazargan-Hejazi S., Beghi E., Sheth K.N., Bell M.L., Huang J.J., Santos I.S., Bensenor I.M., Lotufo P.A., Berhane A., Wolfe C.D., Bernabe E., Hay R.J., Roba H.S., Beyene A.S., Bhala N., Piel F.B., Steiner T.J., Bhatt S., Greaves F., Majeed A., Soljak M., Biadgilign S., Bikbov B., Bjertness E., Htet A.S., Boufous S., Degenhardt L., Resnikoff S., Calabria B., Mitchell P.B., Brainin M., Brazinova A., Majdan M., Lo W.D., Shen J., Breitborde N.J.K., Buckle G.C., Butt Z.A., Lal A., Carabin H., Cardenas R., Carpenter D.O., Castaneda-Orjuela C.A., Castillo Rivas J., Catala-Lopez F., Chang J., Chiang P.P., Chibueze C.E., Chisumpa V.H., Choi J.J., Chowdhury R., Christensen H., Christopher D.J., Cirillo M., Cooper C., Cortinovis Biotech M.D., Giussani Biol G., Perico D.N., Remuzzi G., Crump J.A., Derrett S., Poulton R.G., Damtew S.A., Deribe K., Hailu A.D., Giref A.Z., Haile D., Jibat T., Taye B., Dargan P.I., das Neves J., Massano J., Santos J.V., Davey G., Davis A.C., Newton J.N., Steel N., De Leo D., Del Gobbo L.C., Dellavalle R.P., Des Jarlais D.C., Dharmaratne S.D., Dhillon P.K., Ganguly P., Zodpey S., Diaz-Torne C., Dubey M., Rahman M.H.U., Ram U., Singh A., Verma R.K., Yadav A.K., Duncan B.B., Kieling C., Schmidt M.I., Ebrahimi H., Pishgar F., Farzadfar F., Kasaeian A., Parsaeian M., Heydarpour P., Malekzadeh R., Roshandel G., Sepanlou S.G., Rahimi-Movaghar V., Elyazar I., Endres M., Endries A.Y., Ermakov S.P., Eshrati B., Farid T.A., Khan A.R., Farinha C.S.E.S., Faro A., Feigin V.L., Te Ao B.J., Kwan G.F., Felson D.T., Fernandes J.G., Fernandes J.C., Fischer F., Shiue I., Fowkes F.G.R., Franklin R.C., Furst T., Iyer V.J., Gankpe F.G., Gebre T., Geleijnse J.M., Gessner B.D., Ginawi I.A., Giroud M., Gishu M.D., Tura A.K., Glaser E., Halasa Y.A., Shepard D.S., Undurraga E.A., Gona P., Goodridge A., Gopalani S.V., Gotay C.C., Kissoon N., Kopec J.A., Pourmalek F., Goto A., Inoue M., Grainger R., Gupta R., Gupta V., Gutierrez R.A., Knudsen A.K., Norheim O.F., Hamadeh R.R., Hamidi S., Hammami M., Handal A.J., Hankey G.J., Hao Y., Harikrishnan S., Haro J.M., Hoek H.W., Skirbekk V., Horino M., Horita N., Hosgood H.D., Hoy D.G., Huang H., Iburg K.M., Innos K., Kawakami N., Shibuya K., Jacobsen K.H., Jakovljevic M.B., Javanbakht M., Jayaraman S.P., Jayatilleke A.U., Jee S.H., Prabhakaran D., Jiang Y., Jimenez-Corona A., Jonas J.B., Kabir Z., Kalkonde Y., Kamal R., and Kesavachandran C.N.

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 bi

Published
2016

45. 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

Karema C.K., Kajungu D.K., Kalkonde Y., Kamal R., Kesavachandran C.N., She J., Kan H., Kandel A., Karch A., Karimkhani C., Kaul A., Kazi D.S., Keiyoro P.N., Lyons R.A., Kengne A.P., Matzopoulos R., Wiysonge C.S., Stein D.J., Mayosi B.M., Keren A., Khader Y.S., Khan E.A., Khang Y.H., Won S., Khoja T.A.M., Khubchandani J., Kim C., Kim D., Kim Y.J., Skogen J.C., Savic M., Kokubo Y., Kolte D., Koul P.A., Koyanagi A., Kuate B., Kuchenbecker R.S., Kucuk B., Kuipers E.J., Lallukka T., Shiri R., Meretoja T.J., Latif A.A., Lavados P.M., Lawrynowicz A.E.B., Leasher J.L., Leung R., Li Y., Lipshultz S.E., Wilkinson J.D., Simard E.P., Liu Y., Phillips M.R., Logroscino G., Looker K.J., Rai D., Lunevicius R., Magdy H., Mahdavi M., Malta D.C., Marcenes W., Martinez-Raga J., Mason-Jones A.J., McKee M., Murthy G.V.S., Meaney P.A., Memiah P., Memish Z.A., Mendoza W., Mhimbira F.A., Miller T.R., Mills E.J., Mirrakhimov E.M., Mohammad K.A., Mohammadi A., Monasta L., Montico M., Ronfani L., Werdecker A., Mueller U.O., Westerman R., Murdoch M.E., Nachega J.B., Tran B.X., Naheed A., Naldi L., Nangia V., Ngalesoni F.N., Nguyen Q.L., Nkamedjie P.M., Nolla J.M., Norman R.E., Obermeyer C.M., Ogbo F.A., Oh I., Oladimeji O., Sartorius B., Olivares P.R., Olusanya B.O., Olusanya J.O., Oren E., Ortiz A., Ota E., Schutte A.E., Oyekale A.S., Pa M., Park E., Patten S.B., Tonelli M., Pereira D.M., Pesudovs K., Pillay J.D., Plass D., Polinder S., Prasad N.M., Qorbani M., Radfar A., Rafay A., Rahman M., Rahman S.U., Rai R.K., Rajsic S., Raju M., Ranganathan K., Refaat A.H., Ribeiro A.L., Ricci S., Rojas-Rueda D., Sackey B.B., Sanabria J.R., Sanchez-Nino M.D., Sarmiento-Suarez R., Sawhney M., Schneider I.J.C., Silva D.A.S., Schwebel D.C., Singh J.A., Shahraz S., Shaikh M.A., Sharma R., Shigematsu M., Shin M., Yoon S., Sigfusdottir I.D., Silverberg J.I., Yano Y., Singh P.K., Soreide K., Sreeramareddy C.T., Stathopoulou V., Stein M.B., Stovner L.J., Stranges S., Stroumpoulis K., Sunguya B.F., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Tanne D., Tavakkoli M., Taye B., Tuzcu E.M., Thakur J., Thomson A.J., Thurston G.D., Tobe-Gai R., Topor-Madry R., Topouzis F., Truelsen T., Tsala Z., Tsilimbaris M., Tyrovolas S., Ukwaja K.N., Uneke C.J., Uthman O.A., van Gool C.H., van Os J., Vasankari T., Vasconcelos A.M.N., Venketasubramanian N., Violante F.S., Vlassov V.V., Wallin M.T., Weichenthal S., Williams H.C., Woldeyohannes S.M., Xu G., Yakob B., Yan L.L., Yip P., Yonemoto N., Younis M.Z., Yu C., Zaidi Z., Zaki M.E., Zeeb H., Zuhlke L.J., Brown J., Singh A., Thrift A.G., Wang L., Kassebaum N.J., Arora M., Barber R.M., Carter A., Casey D.C., Charlson F.J., Coates M.M., Coggeshall M., Cornaby L., Dandona L., Dicker D.J., Erskine H.E., Ferrari A.J., Fitzmaurice C., Foreman K., Forouzanfar M.H., Fullman N., Goldberg E.M., Graetz N., Haagsma J.A., Hay S.I., Johnson C.O., Kemmer L., Khalil I.A., Kinfu Y., Kutz M.J., Kyu H.H., Leung J., Lim S.S., Lozano R., Mikesell J., Mokdad A.H., Mooney M.D., Naghavi M., Nguyen G., Nsoesie E., Pigott D.M., Pinho C., Rankin Z., Reinig N., Sandar L., Smith A., Sorensen R.J.D., Stanaway J., Steiner C., Teeple S., Thomas B.A., Troeger C., VanderZanden A., Wagner J.A., Wanga V., Whiteford H.A., Zhou M., Zoeckler L., Achoki T., Afshin A., Alexander L.T., Allen C., Anderson G.M., Bell B., Bienhoff K., Biryukov S., Blore J.D., Estep K., Friedman J., Frostad J., Godwin W.W., Liu P.Y., Masiye F., Millear A., Mirarefin M., Moradi-Lakeh M., Mumford J.E., Ng M., Reitsma M.B., Reynolds A., Roth G.A., Sur P.J., Vollset S.E., Vos T., Lopez A.D., Murray C.J.L., Ellenbogen R.G., Mock C.N., Anderson B.O., Futran N.D., Bhutta Z.A., Nisar M.I., Akseer N., deVeber G.A., Abajobir A.A., Knibbs L.D., Lalloo R., Alam N.K.M., Gouda H.N., Guo Y., McGrath J.J., Jeemon P., Dandona R., Kumar G.A., Gething P.W., Bisanzio D., Ali R., Bennett D.A., Jha V., Rahimi K., Duan L., Jin Y., Ye P., Liang X., Mensah G.A., Salomon J.A., Thorne-Lyman A.L., Barnighausen T., Campos-Nonato I.R., Ding E.L., Farvid M.S., Wagner G.R., Fitchett J.R.A., Abate K.H., Ahmed M.B., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abraham B., Abubakar I., Banerjee A., Abu-Raddad L.J., Abu-Rmeileh N.M., Ackerman I.N., Buchbinder R., Gabbe B., Lloyd B.K., Adebiyi A.O., Adedeji I.A., Adsuar J.C., Afanvi K.A., Agardh E.E., Badawi A., Popova S., Agarwal A., Agarwal S.K., Roy A., Sagar R., Satpathy M., Tandon N., Ahmad Kiadaliri A., Norrving B., Ahmadieh H., Yaseri M., Katibeh M., Al-Aly Z., Alam K., Azzopardi P., Borschmann R., Colquhoun S.M., Patton G.C., Weintraub R.G., Meretoja A., Szoeke C.E.I., Taylor H.R., Wijeratne T., Driscoll T.R., Leigh J., Kemp A.H., Aldhahri S.F., Altirkawi K.A., Terkawi A.S., Alegretti M.A., Aleman A.V., Cavalleri F., Colistro V., Alemu Z.A., Tegegne T.K., Alkerwi A., Alla F., Allebeck P., Rabiee R.H.S., Carrero J.J., Fereshtehnejad S.M., Kivipelto M., Weiderpass E., Havmoeller R., Sindi S., Alsharif U., Alvarez E., Alvis-Guzman N., Amare A.T., Melaku Y.A., Ciobanu L.G., Tessema G.A., Amberbir A., Amegah A.K., Ameh E.A., Amini H., Furst T., Ammar W., Harb H.L., Amrock S.M., Zonies D., Antonio C.A.T., Anwari P., Arnlov J., Larsson A., Arsic V.S., Barac A., Artaman A., Asayesh H., Asghar R.J., Avokpaho E.F.G.A., Gankpe F.G., Awasthi A., Ayala B.P., Bacha U., Balakrishnan K., Barker-Collo S.L., Mohammed S., Barregard L., Petzold M., Barrero L.H., Basu S., Del L.C., Bayou T.A., Betsu B.D., Hailu G.B., Tekle D.Y., Beardsley J., Bedi N., Beghi E., Sheth K.N., Bell M.L., Huang J.J., Benjet C., Gutierrez R.A., Santos I.S., Bensenor I.M., Lotufo P.A., Berhane A., Wolfe C.D., Bernabe E., Hay R.J., Roba H.S., Beyene A.S., Hassen T.A., Mesfi Y.M., Bhala N., Bhansali A., Piel F.B., Steiner T.J., Bhatt S., Majeed A., Soljak M., Biadgilign S., Bikbov B., Bin A.A., Bjertness E., Bourne R.R.A., Brainin M., Brazinova A., Majdan M., Shen J., Breitborde N.J.K., Brenner H., Brugha T.S., Buckle G.C., Butt Z.A., Calabria B., Lucas R.M., Boufous S., Degenhardt L., Resnikoff S., Mitchell P.B., Campuzano J.C., Gomez-Dantes H., Heredia-Pi I.B., Jauregui A., Montanez Hernandez J.C., Servan-Mori E.E., Carabin H., Carapetis J.R., Cardenas R., Castaneda-Orjuela C.A., Castillo Rivas J., Catala-Lopez F., Chang J., Chiang P.P., Chibalabala M., Chibueze C.E., Mori R., Chisumpa V.H., Choi J.J., Choudhury L., Christensen H., Colomar M., Crump J.A., Derrett S., Poulton R.G., Giussani G., Cortinovis M., Perico N., Remuzzi G., Dargan P.I., das Neves J., Pedro J.M., Santos J.V., Davey G., Davis A.C., Newton J.N., Steel N., De Leo D., Des Jarlais D.C., Dharmaratne S.D., Dhillon P.K., Zodpey S., Doyle K.E., Dubey M., Rahman M.H.U., Ram U., Yadav A.K., Duncan B.B., Kieling C., Schmidt M.I., Ebrahimi H., Esteghamati A., Farzadfar F., Hafezi-Nejad N., Kasaeian A., Parsaeian M., Pishgar F., Sheikhbahaei S., Fahimi S., Malekzadeh R., Roshandel G., Sepanlou S.G., Hassanvand M.S., Heydarpour P., Rahimi-Movaghar V., Elyazar I., Endries A.Y., Ermakov S.P., Eshrati B., Farid T.A., Khan A.R., Farinha C.S.E.S., Faro A., Feigin V.L., Te B.J., Fernandes J.G., Fernandes J.C., Fischer F., Foigt N., Fowkes F.G.R., Franklin R.C., Garcia-Basteiro A.L., Geleijnse J.M., Jibat T., Gibney K.B., Gillum R.F., Mehari A., Ginawi I.A., Hailu A.D., Giref A.Z., Haile D., Giroud M., Gishu M.D., Tura A.K., Gona P., Goodridge A., Gopalani S.V., Gotay C.C., Kissoon N., Kopec J.A., Pourmalek F., Goto A., Inoue M., Gugnani H., Gupta R., Gupta V., Knudsen A.K., Norheim O.F., Halasa Y.A., Undurraga E.A., Hamadeh R.R., Hamidi S., Hammami M., Handal A.J., Hankey G.J., Harikrishnan S., Haro J.M., Hedayati M.T., Hoek H.W., Skirbekk V., Hoff D.J., Horino M., Horita N., Hosgood H.D., Hoy D.G., Hsairi M., Huang H., Iburg K.M., Idrisov B.T., Kwan G.F., Innos K., Kawakami N., Shibuya K., Jacobsen K.H., Jayatilleke A.U., Jiang G., Jiang Y., Jimenez-Corona A., Jonas J.B., Kabir Z., Karema C.K., Kajungu D.K., Kalkonde Y., Kamal R., Kesavachandran C.N., She J., Kan H., Kandel A., Karch A., Karimkhani C., Kaul A., Kazi D.S., Keiyoro P.N., Lyons R.A., Kengne A.P., Matzopoulos R., Wiysonge C.S., Stein D.J., Mayosi B.M., Keren A., Khader Y.S., Khan E.A., Khang Y.H., Won S., Khoja T.A.M., Khubchandani J., Kim C., Kim D., Kim Y.J., Skogen J.C., Savic M., Kokubo Y., Kolte D., Koul P.A., Koyanagi A., Kuate B., Kuchenbecker R.S., Kucuk B., Kuipers E.J., Lallukka T., Shiri R., Meretoja T.J., Latif A.A., Lavados P.M., Lawrynowicz A.E.B., Leasher J.L., Leung R., Li Y., Lipshultz S.E., Wilkinson J.D., Simard E.P., Liu Y., Phillips M.R., Logroscino G., Looker K.J., Rai D., Lunevicius R., Magdy H., Mahdavi M., Malta D.C., Marcenes W., Martinez-Raga J., Mason-Jones A.J., McKee M., Murthy G.V.S., Meaney P.A., Memiah P., Memish Z.A., Mendoza W., Mhimbira F.A., Miller T.R., Mills E.J., Mirrakhimov E.M., Mohammad K.A., Mohammadi A., Monasta L., Montico M., Ronfani L., Werdecker A., Mueller U.O., Westerman R., Murdoch M.E., Nachega J.B., Tran B.X., Naheed A., Naldi L., Nangia V., Ngalesoni F.N., Nguyen Q.L., Nkamedjie P.M., Nolla J.M., Norman R.E., Obermeyer C.M., Ogbo F.A., Oh I., Oladimeji O., Sartorius B., Olivares P.R., Olusanya B.O., Olusanya J.O., Oren E., Ortiz A., Ota E., Schutte A.E., Oyekale A.S., Pa M., Park E., Patten S.B., Tonelli M., Pereira D.M., Pesudovs K., Pillay J.D., Plass D., Polinder S., Prasad N.M., Qorbani M., Radfar A., Rafay A., Rahman M., Rahman S.U., Rai R.K., Rajsic S., Raju M., Ranganathan K., Refaat A.H., Ribeiro A.L., Ricci S., Rojas-Rueda D., Sackey B.B., Sanabria J.R., Sanchez-Nino M.D., Sarmiento-Suarez R., Sawhney M., Schneider I.J.C., Silva D.A.S., Schwebel D.C., Singh J.A., Shahraz S., Shaikh M.A., Sharma R., Shigematsu M., Shin M., Yoon S., Sigfusdottir I.D., Silverberg J.I., Yano Y., Singh P.K., Soreide K., Sreeramareddy C.T., Stathopoulou V., Stein M.B., Stovner L.J., Stranges S., Stroumpoulis K., Sunguya B.F., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Tanne D., Tavakkoli M., Taye B., Tuzcu E.M., Thakur J., Thomson A.J., Thurston G.D., Tobe-Gai R., Topor-Madry R., Topouzis F., Truelsen T., Tsala Z., Tsilimbaris M., Tyrovolas S., Ukwaja K.N., Uneke C.J., Uthman O.A., van Gool C.H., van Os J., Vasankari T., Vasconcelos A.M.N., Venketasubramanian N., Violante F.S., Vlassov V.V., Wallin M.T., Weichenthal S., Williams H.C., Woldeyohannes S.M., Xu G., Yakob B., Yan L.L., Yip P., Yonemoto N., Younis M.Z., Yu C., Zaidi Z., Zaki M.E., Zeeb H., Zuhlke L.J., Brown J., Singh A., Thrift A.G., Wang L., Kassebaum N.J., Arora M., Barber R.M., Carter A., Casey D.C., Charlson F.J., Coates M.M., Coggeshall M., Cornaby L., Dandona L., Dicker D.J., Erskine H.E., Ferrari A.J., Fitzmaurice C., Foreman K., Forouzanfar M.H., Fullman N., Goldberg E.M., Graetz N., Haagsma J.A., Hay S.I., Johnson C.O., Kemmer L., Khalil I.A., Kinfu Y., Kutz M.J., Kyu H.H., Leung J., Lim S.S., Lozano R., Mikesell J., Mokdad A.H., Mooney M.D., Naghavi M., Nguyen G., Nsoesie E., Pigott D.M., Pinho C., Rankin Z., Reinig N., Sandar L., Smith A., Sorensen R.J.D., Stanaway J., Steiner C., Teeple S., Thomas B.A., Troeger C., VanderZanden A., Wagner J.A., Wanga V., Whiteford H.A., Zhou M., Zoeckler L., Achoki T., Afshin A., Alexander L.T., Allen C., Anderson G.M., Bell B., Bienhoff K., Biryukov S., Blore J.D., Estep K., Friedman J., Frostad J., Godwin W.W., Liu P.Y., Masiye F., Millear A., Mirarefin M., Moradi-Lakeh M., Mumford J.E., Ng M., Reitsma M.B., Reynolds A., Roth G.A., Sur P.J., Vollset S.E., Vos T., Lopez A.D., Murray C.J.L., Ellenbogen R.G., Mock C.N., Anderson B.O., Futran N.D., Bhutta Z.A., Nisar M.I., Akseer N., deVeber G.A., Abajobir A.A., Knibbs L.D., Lalloo R., Alam N.K.M., Gouda H.N., Guo Y., McGrath J.J., Jeemon P., Dandona R., Kumar G.A., Gething P.W., Bisanzio D., Ali R., Bennett D.A., Jha V., Rahimi K., Duan L., Jin Y., Ye P., Liang X., Mensah G.A., Salomon J.A., Thorne-Lyman A.L., Barnighausen T., Campos-Nonato I.R., Ding E.L., Farvid M.S., Wagner G.R., Fitchett J.R.A., Abate K.H., Ahmed M.B., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abraham B., Abubakar I., Banerjee A., Abu-Raddad L.J., Abu-Rmeileh N.M., Ackerman I.N., Buchbinder R., Gabbe B., Lloyd B.K., Adebiyi A.O., Adedeji I.A., Adsuar J.C., Afanvi K.A., Agardh E.E., Badawi A., Popova S., Agarwal A., Agarwal S.K., Roy A., Sagar R., Satpathy M., Tandon N., Ahmad Kiadaliri A., Norrving B., Ahmadieh H., Yaseri M., Katibeh M., Al-Aly Z., Alam K., Azzopardi P., Borschmann R., Colquhoun S.M., Patton G.C., Weintraub R.G., Meretoja A., Szoeke C.E.I., Taylor H.R., Wijeratne T., Driscoll T.R., Leigh J., Kemp A.H., Aldhahri S.F., Altirkawi K.A., Terkawi A.S., Alegretti M.A., Aleman A.V., Cavalleri F., Colistro V., Alemu Z.A., Tegegne T.K., Alkerwi A., Alla F., Allebeck P., Rabiee R.H.S., Carrero J.J., Fereshtehnejad S.M., Kivipelto M., Weiderpass E., Havmoeller R., Sindi S., Alsharif U., Alvarez E., Alvis-Guzman N., Amare A.T., Melaku Y.A., Ciobanu L.G., Tessema G.A., Amberbir A., Amegah A.K., Ameh E.A., Amini H., Furst T., Ammar W., Harb H.L., Amrock S.M., Zonies D., Antonio C.A.T., Anwari P., Arnlov J., Larsson A., Arsic V.S., Barac A., Artaman A., Asayesh H., Asghar R.J., Avokpaho E.F.G.A., Gankpe F.G., Awasthi A., Ayala B.P., Bacha U., Balakrishnan K., Barker-Collo S.L., Mohammed S., Barregard L., Petzold M., Barrero L.H., Basu S., Del L.C., Bayou T.A., Betsu B.D., Hailu G.B., Tekle D.Y., Beardsley J., Bedi N., Beghi E., Sheth K.N., Bell M.L., Huang J.J., Benjet C., Gutierrez R.A., Santos I.S., Bensenor I.M., Lotufo P.A., Berhane A., Wolfe C.D., Bernabe E., Hay R.J., Roba H.S., Beyene A.S., Hassen T.A., Mesfi Y.M., Bhala N., Bhansali A., Piel F.B., Steiner T.J., Bhatt S., Majeed A., Soljak M., Biadgilign S., Bikbov B., Bin A.A., Bjertness E., Bourne R.R.A., Brainin M., Brazinova A., Majdan M., Shen J., Breitborde N.J.K., Brenner H., Brugha T.S., Buckle G.C., Butt Z.A., Calabria B., Lucas R.M., Boufous S., Degenhardt L., Resnikoff S., Mitchell P.B., Campuzano J.C., Gomez-Dantes H., Heredia-Pi I.B., Jauregui A., Montanez Hernandez J.C., Servan-Mori E.E., Carabin H., Carapetis J.R., Cardenas R., Castaneda-Orjuela C.A., Castillo Rivas J., Catala-Lopez F., Chang J., Chiang P.P., Chibalabala M., Chibueze C.E., Mori R., Chisumpa V.H., Choi J.J., Choudhury L., Christensen H., Colomar M., Crump J.A., Derrett S., Poulton R.G., Giussani G., Cortinovis M., Perico N., Remuzzi G., Dargan P.I., das Neves J., Pedro J.M., Santos J.V., Davey G., Davis A.C., Newton J.N., Steel N., De Leo D., Des Jarlais D.C., Dharmaratne S.D., Dhillon P.K., Zodpey S., Doyle K.E., Dubey M., Rahman M.H.U., Ram U., Yadav A.K., Duncan B.B., Kieling C., Schmidt M.I., Ebrahimi H., Esteghamati A., Farzadfar F., Hafezi-Nejad N., Kasaeian A., Parsaeian M., Pishgar F., Sheikhbahaei S., Fahimi S., Malekzadeh R., Roshandel G., Sepanlou S.G., Hassanvand M.S., Heydarpour P., Rahimi-Movaghar V., Elyazar I., Endries A.Y., Ermakov S.P., Eshrati B., Farid T.A., Khan A.R., Farinha C.S.E.S., Faro A., Feigin V.L., Te B.J., Fernandes J.G., Fernandes J.C., Fischer F., Foigt N., Fowkes F.G.R., Franklin R.C., Garcia-Basteiro A.L., Geleijnse J.M., Jibat T., Gibney K.B., Gillum R.F., Mehari A., Ginawi I.A., Hailu A.D., Giref A.Z., Haile D., Giroud M., Gishu M.D., Tura A.K., Gona P., Goodridge A., Gopalani S.V., Gotay C.C., Kissoon N., Kopec J.A., Pourmalek F., Goto A., Inoue M., Gugnani H., Gupta R., Gupta V., Knudsen A.K., Norheim O.F., Halasa Y.A., Undurraga E.A., Hamadeh R.R., Hamidi S., Hammami M., Handal A.J., Hankey G.J., Harikrishnan S., Haro J.M., Hedayati M.T., Hoek H.W., Skirbekk V., Hoff D.J., Horino M., Horita N., Hosgood H.D., Hoy D.G., Hsairi M., Huang H., Iburg K.M., Idrisov B.T., Kwan G.F., Innos K., Kawakami N., Shibuya K., Jacobsen K.H., Jayatilleke A.U., Jiang G., Jiang Y., Jimenez-Corona A., Jonas J.B., and Kabir Z.

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 offset 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 d

Published
2016

46. 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

Abraham B., Patil S.T., Patten S.B., Wang J., Pereira D.M., Cortinovis M., Giussani G., Perico N., Remuzzi G., Pesudovs K., Phillips M.R., Pillay J.D., Plass D., Tobollik M., Polinder S., Pond C.D., Pope C.A., Prasad N.M., Qorbani M., Radfar A., Rafay A., Rana S.M., Rahman M., Rahman S.U., Rajsic S., Rai R.K., Raju M., Ranganathan K., Refaat A.H., Rehm C.D., Ribeiro A.L., Rojas-Rueda D., Roy A., Satpathy M., Tandon N., Rothenbacher D., Saleh M.M., Sanabria J.R., Sanchez-Riera L., Sanchez-Nino M.D., Sarmiento-Suarez R., Sawhney M., Schmidhuber J., Schneider I.J.C., Schutte A.E., Silva D.A.S., Shahraz S., Shin M., Shaheen A., Shaikh M.A., Sharma R., Shigematsu M., Yoon S., Shishani K., Sigfusdottir I.D., Singh P.K., Silveira D.G.A., Silverberg J.I., Yano Y., Soneji S., Stranges S., Steckling N., Sreeramareddy C.T., Stathopoulou V., Stroumpoulis K., Sunguya B.F., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Talongwa R.T., Tanne D., Tuzcu E.M., Thakur J., Shaddick G., Thomas M.L., Thrift A.G., Thurston G.D., Thomson A.J., Topor-Madry R., Topouzis F., Towbin J.A., Uthman O.A., Tobe-Gai R., Tsilimparis N., Tsala Z., Tyrovolas S., Ukwaja K.N., van Os J., Vasankari T., Venketasubramanian N., Violante F.S., Waller S.G., Uneke C.J., Wang Y., Weichenthal S., Woolf A.D., Xavier D., Xu G., Yakob B., Yip P., Kesavachandran C.N., Montico M., Ronfani L., Yu C., Zaidi Z., Yonemoto N., Younis M.Z., Wubshet M., Zuhlke L.J., Zaki M.E., Zhu J., Forouzanfar M.H., Afshin A., Alexander L.T., Biryukov S., Brauer M., Cercy K., Charlson F.J., Cohen A.J., Dandona L., Estep K., Ferrari A.J., Frostad J.J., Fullman N., Godwin W.W., Griswold M., Hay S.I., Kyu H.H., Larson H.J., Lim S.S., Liu P.Y., Lopez A.D., Lozano R., Marczak L., Mokdad A.H., Moradi-Lakeh M., Naghavi M., Reitsma M.B., Roth G.A., Sur P.J., Vos T., Wagner J.A., Wang H., Zhao Y., Zhou M., Barber R.M., Bell B., Blore J.D., Casey D.C., Coates M.M., Cooperrider K., Cornaby L., Dicker D., Erskine H.E., Fleming T., Foreman K., Gakidou E., Haagsma J.A., Johnson C.O., Kemmer L., Ku T., Leung J., Masiye F., Millear A., Mirarefin M., Misganaw A., Mullany E., Mumford J.E., Ng M., Olsen H., Rao P., Reinig N., Roman Y., Sandar L., Santomauro D.F., Slepak E.L., Sorensen R.J.D., Thomas B.A., Vollset S.E., Whiteford H.A., Zipkin B., Murray C.J.L., Mock C.N., Anderson B.O., Futran N.D., Anderson H.R., Bhutta Z.A., Nisar M.I., Akseer N., Krueger H., Gotay C.C., Kissoon N., Kopec J.A., Pourmalek F., Burnett R., Abajobir A.A., Knibbs L.D., Veerman J.L., Lalloo R., Scott J.G., Alam N.K.M., Gouda H.N., Guo Y., McGrath J.J., Jeemon P., Dandona R., Goenka S., Kumar G.A., Gething P.W., Bisanzio D., Deribew A., Darby S.C., Ali R., Bennett D.A., Jha V., Kinfu Y., McKee M., Murthy G.V.S., Pearce N., Stockl H., Duan L., Jin Y., Li Y., Liu S., Wang L., Ye P., Liang X., Azzopardi P., Patton G.C., Meretoja A., Alam K., Borschmann R., Colquhoun S.M., Weintraub R.G., Szoeke C.E.I., Ademi Z., Taylor H.R., Wijeratne T., Batis C., Barquera S., Campos-Nonato I.R., Contreras A.G., Cuevas-Nasu L., De V., Gomez-Dantes H., Heredia-Pi I.B., Medina C., Mejia-Rodriguez F., Montanez Hernandez J.C., Razo-Garcia C.A., Rivera J.A., Rodriguez-Ramirez S., Sanchez-Pimienta T.G., Servan-Mori E.E., Shamah T., Mensah G.A., Hoff H.J., Neal B., Driscoll T.R., Kemp A.H., Leigh J., Mekonnen A.B., Bhatt S., Furst T., Piel F.B., Rodriguez A., Hutchings S.J., Majeed A., Soljak M., Salomon J.A., Thorne-Lyman A.L., Ajala O.N., Barnighausen T., Cahill L.E., Ding E.L., Farvid M.S., Khatibzadeh S., Wagner G.R., Shrime M.G., Fitchett J.R.A., Aasvang G.M., Savic M., Abate K.H., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abdulle A.M., Abera S.F., Melaku Y.A., Abyu G.Y., Betsu B.D., Hailu G.B., Tekle D.Y., Yalew A.Z., Abu-Raddad L.J., Adebiyi A.O., Adedeji I.A., Adou A.K., Adsuar J.C., Agardh E.E., Rehm J., Badawi A., Popova S., Agarwal A., Ahmad A., Akinyemiju T.F., Schwebel D.C., Singh J.A., Al-Aly Z., Aldhahri S.F., Altirkawi K.A., Terkawi A.S., Aldridge R.W., Tillmann T., Alemu Z.A., Tegegne T.K., Alkerwi A., Alla F., Guillemin F., Allebeck P., Rabiee R.H.S., Fereshtehnejad S.M., Kivipelto M., Carrero J.J., Weiderpass E., Havmoeller R., Sindi S., Alsharif U., Alvarez E., Alvis-Guzman N., Amare A.T., Ciobanu L.G., Taye B.W., Amberbir A., Amegah A.K., Amini H., Karema C.K., Ammar W., Harb H.L., Amrock S.M., Andersen H.H., Antonio C.A.T., Faraon E.J.A., Anwari P., Arnlov J., Larsson A., Artaman A., Asayesh H., Asghar R.J., Assadi R., Atique S., Avokpaho E.F.G.A., Awasthi A., Ayala B.P., Bacha U., Bahit M.C., Balakrishnan K., Barac A., Barker-Collo S.L., del Pozo-Cruz B., Mohammed S., Barregard L., Petzold M., Barrero L.H., Basu S., Del L.C., Bazargan-Hejazi S., Beardsley J., Bedi N., Beghi E., Sheth K.N., Bell M.L., Huang J.J., Bello A.K., Santos I.S., Bensenor I.M., Lotufo P.A., Berhane A., Wolfe C.D., Bernabe E., Roba H.S., Beyene A.S., Hassen T.A., Mesfin Y.M., Bhala N., Bhansali A., Biadgilign S., Bikbov B., Bjertness E., Htet A.S., Boufous S., Degenhardt L., Resnikoff S., Calabria B., Bourne R.R.A., Brainin M., Brazinova A., Majdan M., Shen J., Breitborde N.J.K., Brenner H., Schottker B., Broday D.M., Brugha T.S., Brunekreef B., Kromhout H., Butt Z.A., van Donkelaar A., Martin R.V., Cardenas R., Carpenter D.O., Castaneda-Orjuela C.A., Castillo J., Castro R.E., Catala-Lopez F., Chang J., Chiang P.P., Chibalabala M., Chimed-Ochir O., Jiang Y., Takahashi K., Chisumpa V.H., Mapoma C.C., Chitheer A.A., Choi J.J., Christensen H., Christopher D.J., Cooper L.T., Crump J.A., Poulton R.G., Damasceno A., Dargan P.I., das Neves J., Davis A.C., Newton J.N., Steel N., Davletov K., de Castro E.F., De D., Dellavalle R.P., Des D.C., Dharmaratne S.D., Dhillon P.K., Lal D.K., Zodpey S., Diaz-Torne C., Dorsey E.R., Doyle K.E., Dubey M., Rahman M.H.U., Ram U., Singh A., Yadav A.K., Duncan B.B., Kieling C., Schmidt M.I., Elyazar I., Endries A.Y., Ermakov S.P., Eshrati B., Farzadfar F., Kasaeian A., Parsaeian M., Esteghamati A., Hafezi-Nejad N., Sheikhbahaei S., Fahimi S., Malekzadeh R., Roshandel G., Sepanlou S.G., Hassanvand M.S., Heydarpour P., Rahimi-Movaghar V., Yaseri M., Farid T.A., Khan A.R., Farinha C.S.E.S., Faro A., Feigin V.L., Fernandes J.G., Fischer F., Foigt N., Shiue I., Fowkes F.G.R., Franklin R.C., Garcia-Basteiro A.L., Geleijnse J.M., Jibat T., Gessner B.D., Tefera W., Giref A.Z., Haile D., Manamo W.A.A., Giroud M., Gishu M.D., Martinez-Raga J., Gomez-Cabrera M.C., Gona P., Goodridge A., Gopalani S.V., Goto A., Inoue M., Gugnani H.C., Gupta R., Gutierrez R.A., Orozco R., Halasa Y.A., Undurraga E.A., Hamadeh R.R., Hamidi S., Handal A.J., Hankey G.J., Hao Y., Harikrishnan S., Haro J.M., Hernandez-Llanes N.F., Hoek H.W., Tura A.K., Horino M., Horita N., Hosgood H.D., Hoy D.G., Hsairi M., Hu G., Husseini A., Huybrechts I., Iburg K.M., Idrisov B.T., Kwan G.F., Ileanu B.V., Pana A., Kawakami N., Shibuya K., Jacobs T.A., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., Jansen H.A.F., Jassal S.K., Stein M.B., Javanbakht M., Jayaraman S.P., Jayatilleke A.U., Jee S.H., Jonas J.B., Kabir Z., Kalkonde Y., Kamal R., She J., Kan H., Karch A., Karimkhani C., Kaul A., Kazi D.S., Keiyoro P.N., Parry C.D., Kengne A.P., Matzopoulos R., Wiysonge C.S., Stein D.J., Mayosi B.M., Keren A., Khader Y.S., Khan E.A., Khan G., Khang Y.H., Won S., Khera S., Tavakkoli M., Khoja T.A.M., Khubchandani J., Kim C., Kim D., Kimokoti R.W., Kokubo Y., Koul P.A., Koyanagi A., Kravchenko M., Varakin Y.Y., Kuate B., Kuchenbecker R.S., Kucuk B., Kuipers E.J., Lallukka T., Shiri R., Meretoja T.J., Lan Q., Latif A.A., Lawrynowicz A.E.B., Leasher J.L., Levi M., Li X., Liang J., Lloyd B.K., Logroscino G., Lunevicius R., Pope D., Mahdavi M., Malta D.C., Marcenes W., Matsushita K., Nachega J.B., Tran B.X., Meaney P.A., Mehari A., Tedla B.A., Memish Z.A., Mendoza W., Mensink G.B.M., Mhimbira F.A., Miller T.R., Mills E.J., Mohammadi A., Mola G.L.D., Monasta L., Morawska L., Norman R.E., Mori R., Mozaff D., Shi P., Werdecker A., Mueller U.O., Paternina A.J., Westerman R., Seedat S., Naheed A., Nangia V., Nassiri N., Nguyen Q.L., Nkamedjie P.M., Norheim O.F., Norrving B., Nyakarahuka L., Obermeyer C.M., Ogbo F.A., Oh I., Oladimeji O., Sartorius B., Olusanya B.O., Olivares P.R., Olusanya J.O., Opio J.N., Oren E., Ortiz A., Ota E., Mahesh P.A., Park E., Patel T., Abraham B., Patil S.T., Patten S.B., Wang J., Pereira D.M., Cortinovis M., Giussani G., Perico N., Remuzzi G., Pesudovs K., Phillips M.R., Pillay J.D., Plass D., Tobollik M., Polinder S., Pond C.D., Pope C.A., Prasad N.M., Qorbani M., Radfar A., Rafay A., Rana S.M., Rahman M., Rahman S.U., Rajsic S., Rai R.K., Raju M., Ranganathan K., Refaat A.H., Rehm C.D., Ribeiro A.L., Rojas-Rueda D., Roy A., Satpathy M., Tandon N., Rothenbacher D., Saleh M.M., Sanabria J.R., Sanchez-Riera L., Sanchez-Nino M.D., Sarmiento-Suarez R., Sawhney M., Schmidhuber J., Schneider I.J.C., Schutte A.E., Silva D.A.S., Shahraz S., Shin M., Shaheen A., Shaikh M.A., Sharma R., Shigematsu M., Yoon S., Shishani K., Sigfusdottir I.D., Singh P.K., Silveira D.G.A., Silverberg J.I., Yano Y., Soneji S., Stranges S., Steckling N., Sreeramareddy C.T., Stathopoulou V., Stroumpoulis K., Sunguya B.F., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Talongwa R.T., Tanne D., Tuzcu E.M., Thakur J., Shaddick G., Thomas M.L., Thrift A.G., Thurston G.D., Thomson A.J., Topor-Madry R., Topouzis F., Towbin J.A., Uthman O.A., Tobe-Gai R., Tsilimparis N., Tsala Z., Tyrovolas S., Ukwaja K.N., van Os J., Vasankari T., Venketasubramanian N., Violante F.S., Waller S.G., Uneke C.J., Wang Y., Weichenthal S., Woolf A.D., Xavier D., Xu G., Yakob B., Yip P., Kesavachandran C.N., Montico M., Ronfani L., Yu C., Zaidi Z., Yonemoto N., Younis M.Z., Wubshet M., Zuhlke L.J., Zaki M.E., Zhu J., Forouzanfar M.H., Afshin A., Alexander L.T., Biryukov S., Brauer M., Cercy K., Charlson F.J., Cohen A.J., Dandona L., Estep K., Ferrari A.J., Frostad J.J., Fullman N., Godwin W.W., Griswold M., Hay S.I., Kyu H.H., Larson H.J., Lim S.S., Liu P.Y., Lopez A.D., Lozano R., Marczak L., Mokdad A.H., Moradi-Lakeh M., Naghavi M., Reitsma M.B., Roth G.A., Sur P.J., Vos T., Wagner J.A., Wang H., Zhao Y., Zhou M., Barber R.M., Bell B., Blore J.D., Casey D.C., Coates M.M., Cooperrider K., Cornaby L., Dicker D., Erskine H.E., Fleming T., Foreman K., Gakidou E., Haagsma J.A., Johnson C.O., Kemmer L., Ku T., Leung J., Masiye F., Millear A., Mirarefin M., Misganaw A., Mullany E., Mumford J.E., Ng M., Olsen H., Rao P., Reinig N., Roman Y., Sandar L., Santomauro D.F., Slepak E.L., Sorensen R.J.D., Thomas B.A., Vollset S.E., Whiteford H.A., Zipkin B., Murray C.J.L., Mock C.N., Anderson B.O., Futran N.D., Anderson H.R., Bhutta Z.A., Nisar M.I., Akseer N., Krueger H., Gotay C.C., Kissoon N., Kopec J.A., Pourmalek F., Burnett R., Abajobir A.A., Knibbs L.D., Veerman J.L., Lalloo R., Scott J.G., Alam N.K.M., Gouda H.N., Guo Y., McGrath J.J., Jeemon P., Dandona R., Goenka S., Kumar G.A., Gething P.W., Bisanzio D., Deribew A., Darby S.C., Ali R., Bennett D.A., Jha V., Kinfu Y., McKee M., Murthy G.V.S., Pearce N., Stockl H., Duan L., Jin Y., Li Y., Liu S., Wang L., Ye P., Liang X., Azzopardi P., Patton G.C., Meretoja A., Alam K., Borschmann R., Colquhoun S.M., Weintraub R.G., Szoeke C.E.I., Ademi Z., Taylor H.R., Wijeratne T., Batis C., Barquera S., Campos-Nonato I.R., Contreras A.G., Cuevas-Nasu L., De V., Gomez-Dantes H., Heredia-Pi I.B., Medina C., Mejia-Rodriguez F., Montanez Hernandez J.C., Razo-Garcia C.A., Rivera J.A., Rodriguez-Ramirez S., Sanchez-Pimienta T.G., Servan-Mori E.E., Shamah T., Mensah G.A., Hoff H.J., Neal B., Driscoll T.R., Kemp A.H., Leigh J., Mekonnen A.B., Bhatt S., Furst T., Piel F.B., Rodriguez A., Hutchings S.J., Majeed A., Soljak M., Salomon J.A., Thorne-Lyman A.L., Ajala O.N., Barnighausen T., Cahill L.E., Ding E.L., Farvid M.S., Khatibzadeh S., Wagner G.R., Shrime M.G., Fitchett J.R.A., Aasvang G.M., Savic M., Abate K.H., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abdulle A.M., Abera S.F., Melaku Y.A., Abyu G.Y., Betsu B.D., Hailu G.B., Tekle D.Y., Yalew A.Z., Abu-Raddad L.J., Adebiyi A.O., Adedeji I.A., Adou A.K., Adsuar J.C., Agardh E.E., Rehm J., Badawi A., Popova S., Agarwal A., Ahmad A., Akinyemiju T.F., Schwebel D.C., Singh J.A., Al-Aly Z., Aldhahri S.F., Altirkawi K.A., Terkawi A.S., Aldridge R.W., Tillmann T., Alemu Z.A., Tegegne T.K., Alkerwi A., Alla F., Guillemin F., Allebeck P., Rabiee R.H.S., Fereshtehnejad S.M., Kivipelto M., Carrero J.J., Weiderpass E., Havmoeller R., Sindi S., Alsharif U., Alvarez E., Alvis-Guzman N., Amare A.T., Ciobanu L.G., Taye B.W., Amberbir A., Amegah A.K., Amini H., Karema C.K., Ammar W., Harb H.L., Amrock S.M., Andersen H.H., Antonio C.A.T., Faraon E.J.A., Anwari P., Arnlov J., Larsson A., Artaman A., Asayesh H., Asghar R.J., Assadi R., Atique S., Avokpaho E.F.G.A., Awasthi A., Ayala B.P., Bacha U., Bahit M.C., Balakrishnan K., Barac A., Barker-Collo S.L., del Pozo-Cruz B., Mohammed S., Barregard L., Petzold M., Barrero L.H., Basu S., Del L.C., Bazargan-Hejazi S., Beardsley J., Bedi N., Beghi E., Sheth K.N., Bell M.L., Huang J.J., Bello A.K., Santos I.S., Bensenor I.M., Lotufo P.A., Berhane A., Wolfe C.D., Bernabe E., Roba H.S., Beyene A.S., Hassen T.A., Mesfin Y.M., Bhala N., Bhansali A., Biadgilign S., Bikbov B., Bjertness E., Htet A.S., Boufous S., Degenhardt L., Resnikoff S., Calabria B., Bourne R.R.A., Brainin M., Brazinova A., Majdan M., Shen J., Breitborde N.J.K., Brenner H., Schottker B., Broday D.M., Brugha T.S., Brunekreef B., Kromhout H., Butt Z.A., van Donkelaar A., Martin R.V., Cardenas R., Carpenter D.O., Castaneda-Orjuela C.A., Castillo J., Castro R.E., Catala-Lopez F., Chang J., Chiang P.P., Chibalabala M., Chimed-Ochir O., Jiang Y., Takahashi K., Chisumpa V.H., Mapoma C.C., Chitheer A.A., Choi J.J., Christensen H., Christopher D.J., Cooper L.T., Crump J.A., Poulton R.G., Damasceno A., Dargan P.I., das Neves J., Davis A.C., Newton J.N., Steel N., Davletov K., de Castro E.F., De D., Dellavalle R.P., Des D.C., Dharmaratne S.D., Dhillon P.K., Lal D.K., Zodpey S., Diaz-Torne C., Dorsey E.R., Doyle K.E., Dubey M., Rahman M.H.U., Ram U., Singh A., Yadav A.K., Duncan B.B., Kieling C., Schmidt M.I., Elyazar I., Endries A.Y., Ermakov S.P., Eshrati B., Farzadfar F., Kasaeian A., Parsaeian M., Esteghamati A., Hafezi-Nejad N., Sheikhbahaei S., Fahimi S., Malekzadeh R., Roshandel G., Sepanlou S.G., Hassanvand M.S., Heydarpour P., Rahimi-Movaghar V., Yaseri M., Farid T.A., Khan A.R., Farinha C.S.E.S., Faro A., Feigin V.L., Fernandes J.G., Fischer F., Foigt N., Shiue I., Fowkes F.G.R., Franklin R.C., Garcia-Basteiro A.L., Geleijnse J.M., Jibat T., Gessner B.D., Tefera W., Giref A.Z., Haile D., Manamo W.A.A., Giroud M., Gishu M.D., Martinez-Raga J., Gomez-Cabrera M.C., Gona P., Goodridge A., Gopalani S.V., Goto A., Inoue M., Gugnani H.C., Gupta R., Gutierrez R.A., Orozco R., Halasa Y.A., Undurraga E.A., Hamadeh R.R., Hamidi S., Handal A.J., Hankey G.J., Hao Y., Harikrishnan S., Haro J.M., Hernandez-Llanes N.F., Hoek H.W., Tura A.K., Horino M., Horita N., Hosgood H.D., Hoy D.G., Hsairi M., Hu G., Husseini A., Huybrechts I., Iburg K.M., Idrisov B.T., Kwan G.F., Ileanu B.V., Pana A., Kawakami N., Shibuya K., Jacobs T.A., Jacobsen K.H., Jahanmehr N., Jakovljevic M.B., Jansen H.A.F., Jassal S.K., Stein M.B., Javanbakht M., Jayaraman S.P., Jayatilleke A.U., Jee S.H., Jonas J.B., Kabir Z., Kalkonde Y., Kamal R., She J., Kan H., Karch A., Karimkhani C., Kaul A., Kazi D.S., Keiyoro P.N., Parry C.D., Kengne A.P., Matzopoulos R., Wiysonge C.S., Stein D.J., Mayosi B.M., Keren A., Khader Y.S., Khan E.A., Khan G., Khang Y.H., Won S., Khera S., Tavakkoli M., Khoja T.A.M., Khubchandani J., Kim C., Kim D., Kimokoti R.W., Kokubo Y., Koul P.A., Koyanagi A., Kravchenko M., Varakin Y.Y., Kuate B., Kuchenbecker R.S., Kucuk B., Kuipers E.J., Lallukka T., Shiri R., Meretoja T.J., Lan Q., Latif A.A., Lawrynowicz A.E.B., Leasher J.L., Levi M., Li X., Liang J., Lloyd B.K., Logroscino G., Lunevicius R., Pope D., Mahdavi M., Malta D.C., Marcenes W., Matsushita K., Nachega J.B., Tran B.X., Meaney P.A., Mehari A., Tedla B.A., Memish Z.A., Mendoza W., Mensink G.B.M., Mhimbira F.A., Miller T.R., Mills E.J., Mohammadi A., Mola G.L.D., Monasta L., Morawska L., Norman R.E., Mori R., Mozaff D., Shi P., Werdecker A., Mueller U.O., Paternina A.J., Westerman R., Seedat S., Naheed A., Nangia V., Nassiri N., Nguyen Q.L., Nkamedjie P.M., Norheim O.F., Norrving B., Nyakarahuka L., Obermeyer C.M., Ogbo F.A., Oh I., Oladimeji O., Sartorius B., Olusanya B.O., Olivares P.R., Olusanya J.O., Opio J.N., Oren E., Ortiz A., Ota E., Mahesh P.A., Park E., and Patel T.

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 accou

Published
2016

47. 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

Alhabib S., Lipshultz S.E., Wilkinson J.D., Simard E.P., Liu Y., Phillips M.R., Xiao Q., Lo L., Logroscino G., Lunevicius R., Ma S., Machado V.M., Mackay M.T., Magdy Abd El Razek H., Magdy Abd El Razek M., Mandisarisa J., Mangalam S., Marcenes W., Meaney P.A., Margolis D.J., Silberberg D.H., Martin G.R., Martinez-Raga J., Marzan M.B., Mason-Jones A.J., McMahon B.J., Mehndiratta M.M., Woldeyohannes S.M., Tedla B.A., Zeleke B.M., Memiah P., Memish Z.A., Mendoza W., Meretoja T.J., Lallukka T., Mhimbira F.A., Micha R., Mozaff D., Shi P., Singh G.M., Miller T.R., Mohammad K.A., Mohammadi A., Mohan V., Mola G.L.D., Monasta L., Montico M., Ronfani L., Morawska L., Werdecker A., Mueller U.O., Westerman R., Musa K.I., Paternina Caicedo A.J., Seedat S., Nagel G., Rothenbacher D., Naidoo K.S., Sartorius B., Naldi L., Remuzzi G., Nangia V., Nash D., Nejjari C., Neupane S., Newton C.R., Ngalesoni F.N., Ngirabega J.D., Nguyen Q.L., Nkamedjie Pete P.M., Nomura M., Nyakarahuka L., Ogbo F.A., Ohkubo T., Olivares P.R., Olusanya B.O., Olusanya J.O., Opio J.N., Oren E., Ortiz A., Ota E., Ozdemir R., Mahesh P.A., Pandian J.D., Pant P.R., Papachristou C., Park E., Park J., Patten S.B., Tonelli M., Stokic Pejin L., Pereira D.M., Cortinovis M., Giussani G., Perico N., Pesudovs K., Pillay J.D., Plass D., Platts-Mills J.A., Polinder S., Pope C.A., Qorbani M., Rafay A., Rana S.M., Rahman M., Rahman S.U., Rai R.K., Rajsic S., Raju M., Rakovac I., Ranabhat C.L., Rangaswamy T., Ribeiro A.L., Ricci S., Roca A., Rojas-Rueda D., Roy N.K., Ruhago G.M., Sunguya B.F., Saha S., Sahathevan R., Saleh M.M., Sanabria J.R., Sanchez-Nino M.D., Sanchez-Riera L., Sarmiento-Suarez R., Sawhney M., Schaub M.P., Schneider I.J.C., Silva D.A.S., Schutte A.E., Shaddick G., Shaheen A., Shahraz S., Shaikh M.A., Sharma R., Shetty B.P., Shin M., Shiri R., Sigfusdottir I.D., Silveira D.G.A., Silverberg J.I., Yano Y., Singh O.P., Singh P.K., Singh V., Soneji S., Soreide K., Soriano J.B., Sposato L.A., Sreeramareddy C.T., Stathopoulou V., Stein M.B., Stranges S., Stroumpoulis K., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Tabb K.M., Takala J.S., Talongwa R.T., Taye B., Ten Have M., Tuzcu E.M., Thomson A.J., Thurston G.D., Topor-Madry R., Topouzis F., Towbin J.A., Traebert J., Truelsen T., Trujillo U., Uchendu U.S., Ukwaja K.N., Uthman O.A., Van Dingenen R., van Donkelaar A., Vasankari T., Vasconcelos A.M.N., Venketasubramanian N., Vidavalur R., Violante F.S., Vlassov V.V., Wallin M.T., Weichenthal S., White R.A., Williams H.C., Wong J.Q., Woolf A.D., Xavier D., Xu G., Yakob B., Yan L.L., Yip P., Yonemoto N., Yonga G., Younis M.Z., Zaidi Z., Zaki M.E., Zannad F., Zavala D.E., Zeeb H., Zonies D., Zuhlke L.J., Brown A., Brown J., Singh A., Thrift A.G., Wang L., Wang H., Naghavi M., Allen C., Barber R.M., Carter A., Casey D.C., Charlson F.J., Chen A.Z., Coates M.M., Coggeshall M., Dandona L., Dicker D.J., Erskine H.E., Fitzmaurice C., Foreman K., Forouzanfar M.H., Fraser M.S., Fullman N., Goldberg E.M., Graetz N., Haagsma J.A., Hay S.I., Huynh C., Johnson C.O., Kassebaum N.J., Kulikoff X.R., Kutz M., Kyu H.H., Larson H.J., Leung J., Lim S.S., Lind M., Lozano R., Marquez N., Mikesell J., Mokdad A.H., Mooney M.D., Nguyen G., Nsoesie E., Pigott D.M., Pinho C., Roth G.A., Sandar L., Silpakit N., Sligar A., Sorensen R.J.D., Stanaway J., Steiner C., Teeple S., Thomas B.A., Troeger C., VanderZanden A., Vollset S.E., Wanga V., Whiteford H.A., Wolock T., Zoeckler L., Achoki T., Afshin A., Alexander L.T., Anderson G.M., Bell B., Biryukov S., Blore J.D., Cercy K., Chew A., Cohen A.J., Daoud F., Dossou E., Estep K., Flaxman A., Friedman J., Frostad J., Godwin W.W., Hancock J., Kemmer L., Khalil I.A., Liu P.Y., Masiye F., Millear A., Mirarefin M., Misganaw A., Moradi-Lakeh M., Morgan K., Ng M., Pain A., Quame-Amaglo J., Rao P., Reitsma M.B., Shackelford K.A., Sur P., Wagner J.A., Vos T., Lopez A.D., Murray C.J.L., Ellenbogen R.G., Mock C.N., Quistberg D.A., Anderson B.O., Blosser C.D., Futran N.D., Heckbert S.R., Jensen P.N., Montine T.J., Tirschwell D.L., Watkins D.A., Bhutta Z.A., Nisar M.I., Akseer N., Alam N.K.M., Knibbs L.D., Lalloo R., Gouda H.N., McGrath J.J., Jeemon P., Dandona R., Kumar G.A., Gething P.W., Cooper C., Darby S.C., Deribew A., Ali R., Bennett D.A., Jha V., Rahimi K., Kinfu Y., Faghmous I.D.A., Langan S.M., McKee M., Murthy G.V.S., Pearce N., Roberts B., Campos-Nonato I.R., Campuzano J.C., Gomez-Dantes H., Heredia-Pi I.B., Mejia-Rodriguez F., Montanez Hernandez J.C., Montero P., Rios Blancas M.J., Servan-Mori E.E., Villalpando S., Duan L., Liu S., Ye P., Liang X., Yu S., Mensah G.A., Salomon J.A., Thorne-Lyman A.L., Ajala O.N., Barnighausen T., Ding E.L., Farvid M.S., Wagner G.R., James P., Osman M., Shrime M.G., Fitchett J.R.A., Knudsen A.K., Ellingsen C.L., Krog N.H., Savic M., Hailu A.D., Norheim O.F., Abate K.H., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abera S.F., Alasfoor D., Melaku Y.A., Tesfay F.H., Abyu G.Y., Aregay A.F., Betsu B.D., Gebru A.A., Hailu G.B., Yalew A.Z., Yebyo H.G., Abreu D.M.X., Franca E.B., Abu-Raddad L.J., Adelekan A.L., Akinyemi R.O., Ojelabi F.A., Ademi Z., Furst T., Azzopardi P., Cowie B.C., Gibney K.B., MacLachlan J.H., Meretoja A., Alam K., Colquhoun S.M., Patton G.C., Weintraub R.G., Szoeke C.E.I., Vijayakumar L., Bohensky M.A., Taylor H.R., Wijeratne T., Adou A.K., Adsuar J.C., Afanvi K.A., Agardh E.E., Rehm J., Badawi A., Lindsay M.P., Popova S., Agarwal A., Agrawal A., Hotez P.J., Ahmad Kiadaliri A., Norrving B., Akanda A.S., Akinyemiju T.F., Schwebel D.C., Singh J.A., Al Lami F.H., Alabed S., Al-Aly Z., Driscoll T.R., Leigh J., Kemp A.H., Aldhahri S.F., Altirkawi K.A., Terkawi A.S., Aldridge R.W., Banerjee A., Tillmann T., Alegretti M.A., Aleman A.V., Cavalleri F., Colistro V., Alemu Z.A., Alkerwi A., Alla F., Allebeck P., Carrero J.J., Fereshtehnejad S., Weiderpass E., Havmoeller R., Al-Raddadi R., Alsharif U., Alvarez Martin E., Alvis-Guzman N., Amare A.T., Ciobanu L.G., Tessema G.A., Amegah A.K., Kudom A.A., Ameh E.A., Amini H., Karema C.K., Ammar W., Harb H.L., Amrock S.M., Andersen H.H., Antonio C.A.T., Faraon E.J.A., Arnlov J., Larsson A., Arsic Arsenijevic V.S., Barac A., Artaman A., Asayesh H., Asghar R.J., Atique S., Avokpaho E.F.G.A., Gankpe F.G., Awasthi A., Bacha U., Bahit M.C., Balakrishnan K., Barker-Collo S.L., Mohammed S., Barregard L., Petzold M., Barrero L.H., Basu A., Basu S., Bayou Y.T., Bazargan-Hejazi S., Beardsley J., Bedi N., Beghi E., Deribe K., Belay H.A., Giref A.Z., Haile D., Jibat T., Manamo W.A.A., Tefera W.M., Yirsaw B.D., Sheth K.N., Bell M.L., Biroscak B.J., Bello A.K., Santos I.S., Bensenor I.M., Lotufo P.A., Berhane A., Wolfe C.D.A., Bernabe E., Beyene A.S., Gishu M.D., Bhala N., Bhalla A., Biadgilign S., Bikbov B., Bin Abdulhak A.A., Bjertness E., Htet A.S., Bose D., Bourne R.R.A., Brainin M., Brayne C.E.G., Brazinova A., Majdan M., Shen J., Breitborde N.J.K., Brenner H., Schottker B., Brewer J.D., Brugha T.S., Buckle G.C., Gosselin R.A., Butt Z.A., Calabria B., Lal A., Lucas R.M., Degenhardt L., Resnikoff S., Carapetis J.R., Cardenas R., Carpenter D.O., Castaneda-Orjuela C.A., Castillo Rivas J., Catala-Lopez F., Cerda J., Chen W., Chiang P.P., Chibalabala M., Chibueze C.E., Mori R., Chimed-Ochir O., Jiang Y., Takahashi K., Chisumpa V.H., Mapoma C.C., Choi J.J., Chowdhury R., Christensen H., Christopher D.J., Cirillo M., Colomar M., Cooper L.T., Crump J.A., Poulton R.G., Damsere-Derry J., Danawi H., Refaat A.H., Dargan P.I., das Neves J., Massano J., Pedro J.M., Davey G., Davis A.C., Greaves F., Newton J.N., Davitoiu D.V., de Castro E.F., de Jager P., De D., Dellavalle R.P., Dharmaratne S.D., Dhillon P.K., Ganguly P., Lal D.K., Zodpey S., Diaz-Torne C., dos Santos K.P.B., Dubey M., Rahman M.H.U., Duncan B.B., Kieling C., Schmidt M.I., Elyazar I., Endries A.Y., Ermakov S.P., Eshrati B., Esteghamati A., Hafezi-Nejad N., Fahimi S., Malekzadeh R., Roshandel G., Sepanlou S.G., Farzadfar F., Kasaeian A., Parsaeian M., Heydarpour P., Rahimi-Movaghar V., Sheikhbahaei S., Yaseri M., Farid T.A., Khan A.R., Farinha C.S.E.S., Faro A., Feigin V.L., Te Ao B.J., Fernandes J.G., Fernandes J.C., Fischer F., Foigt N., Shiue I., Fowkes F.G.R., Franklin R.C., Piel F.B., Majeed A., Gall S.L., Gambashidze K., Gamkrelidze A., Kereselidze M., Shakh-Nazarova M., Iyer V.J., Gebre T., Geleijnse J.M., Gessner B.D., Ghoshal A.G., Gillum R.F., Mehari A., Gilmour S., Inoue M., Kawakami N., Shibuya K., Giroud M., Glaser E., Halasa Y.A., Shepard D.S., Undurraga E.A., Gona P., Goodridge A., Gopalani S.V., Gotay C.C., Kissoon N., Kopec J.A., Murthy S., Pourmalek F., Goto A., Gugnani H.C., Gupta R., Gupta V., Gutierrez R.A., Hamadeh R.R., Hamidi S., Handal A.J., Hankey G.J., Norman P.E., Hao Y., Harikrishnan S., Haro J.M., Hilderink H.B., Hoek H.W., Tura A.K., Hogg R.S., Horino M., Horita N., Hosgood H.D., Hoy D.G., Hsairi M., Htike M.M.T., Hu G., Huang C., Huang H., Huiart L., Husseini A., Huybrechts I., Huynh G., Iburg K.M., Innos K., Jacobs T.A., Jacobsen K.H., Jahanmehr N., Katibeh M., Rajavi Z., Jakovljevic M.B., Javanbakht M., Jayaraman S.P., Jayatilleke A.U., Prabhakaran D., Jiang G., Jimenez-Corona A., Jonas J.B., Joshi T.K., Kabir Z., Kamal R., Kesavachandran C.N., She J., Shen Z., Zhang H., Kan H., Kant S., Karch A., Karimkhani C., Karletsos D., Karthikeyan G., Naik N., Paul V.K., Roy A., Sagar R., Satpathy M., Tandon N., Kaul A., Kayibanda J.F., Keiyoro P.N., Lyons R.A., Parry C.D., Kengne A.P., Matzopoulos R., Wiysonge C.S., Stein D.J., Mayosi B.M., Keren A., Khader Y.S., Khan E.A., Khang Y.H., Won S., Khera S., Tavakkoli M., Khoja T.A.M., Kim D., Kim Y.J., Kissela B.M., Kokubo Y., Kolte D., McGarvey S.T., Kosen S., Koul P.A., Koyanagi A., Kuate Defo B., Kucuk Bicer B., Kuipers E.J., Kulkarni V.S., Kwan G.F., Rao S.R., Lam H., Lam J.O., Nachega J.B., Tran B.X., Lansingh V.C., Laryea D.O., Latif A.A., Lawrynowicz A.E.B., Levi M., Li Y., Alhabib S., Lipshultz S.E., Wilkinson J.D., Simard E.P., Liu Y., Phillips M.R., Xiao Q., Lo L., Logroscino G., Lunevicius R., Ma S., Machado V.M., Mackay M.T., Magdy Abd El Razek H., Magdy Abd El Razek M., Mandisarisa J., Mangalam S., Marcenes W., Meaney P.A., Margolis D.J., Silberberg D.H., Martin G.R., Martinez-Raga J., Marzan M.B., Mason-Jones A.J., McMahon B.J., Mehndiratta M.M., Woldeyohannes S.M., Tedla B.A., Zeleke B.M., Memiah P., Memish Z.A., Mendoza W., Meretoja T.J., Lallukka T., Mhimbira F.A., Micha R., Mozaff D., Shi P., Singh G.M., Miller T.R., Mohammad K.A., Mohammadi A., Mohan V., Mola G.L.D., Monasta L., Montico M., Ronfani L., Morawska L., Werdecker A., Mueller U.O., Westerman R., Musa K.I., Paternina Caicedo A.J., Seedat S., Nagel G., Rothenbacher D., Naidoo K.S., Sartorius B., Naldi L., Remuzzi G., Nangia V., Nash D., Nejjari C., Neupane S., Newton C.R., Ngalesoni F.N., Ngirabega J.D., Nguyen Q.L., Nkamedjie Pete P.M., Nomura M., Nyakarahuka L., Ogbo F.A., Ohkubo T., Olivares P.R., Olusanya B.O., Olusanya J.O., Opio J.N., Oren E., Ortiz A., Ota E., Ozdemir R., Mahesh P.A., Pandian J.D., Pant P.R., Papachristou C., Park E., Park J., Patten S.B., Tonelli M., Stokic Pejin L., Pereira D.M., Cortinovis M., Giussani G., Perico N., Pesudovs K., Pillay J.D., Plass D., Platts-Mills J.A., Polinder S., Pope C.A., Qorbani M., Rafay A., Rana S.M., Rahman M., Rahman S.U., Rai R.K., Rajsic S., Raju M., Rakovac I., Ranabhat C.L., Rangaswamy T., Ribeiro A.L., Ricci S., Roca A., Rojas-Rueda D., Roy N.K., Ruhago G.M., Sunguya B.F., Saha S., Sahathevan R., Saleh M.M., Sanabria J.R., Sanchez-Nino M.D., Sanchez-Riera L., Sarmiento-Suarez R., Sawhney M., Schaub M.P., Schneider I.J.C., Silva D.A.S., Schutte A.E., Shaddick G., Shaheen A., Shahraz S., Shaikh M.A., Sharma R., Shetty B.P., Shin M., Shiri R., Sigfusdottir I.D., Silveira D.G.A., Silverberg J.I., Yano Y., Singh O.P., Singh P.K., Singh V., Soneji S., Soreide K., Soriano J.B., Sposato L.A., Sreeramareddy C.T., Stathopoulou V., Stein M.B., Stranges S., Stroumpoulis K., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Tabb K.M., Takala J.S., Talongwa R.T., Taye B., Ten Have M., Tuzcu E.M., Thomson A.J., Thurston G.D., Topor-Madry R., Topouzis F., Towbin J.A., Traebert J., Truelsen T., Trujillo U., Uchendu U.S., Ukwaja K.N., Uthman O.A., Van Dingenen R., van Donkelaar A., Vasankari T., Vasconcelos A.M.N., Venketasubramanian N., Vidavalur R., Violante F.S., Vlassov V.V., Wallin M.T., Weichenthal S., White R.A., Williams H.C., Wong J.Q., Woolf A.D., Xavier D., Xu G., Yakob B., Yan L.L., Yip P., Yonemoto N., Yonga G., Younis M.Z., Zaidi Z., Zaki M.E., Zannad F., Zavala D.E., Zeeb H., Zonies D., Zuhlke L.J., Brown A., Brown J., Singh A., Thrift A.G., Wang L., Wang H., Naghavi M., Allen C., Barber R.M., Carter A., Casey D.C., Charlson F.J., Chen A.Z., Coates M.M., Coggeshall M., Dandona L., Dicker D.J., Erskine H.E., Fitzmaurice C., Foreman K., Forouzanfar M.H., Fraser M.S., Fullman N., Goldberg E.M., Graetz N., Haagsma J.A., Hay S.I., Huynh C., Johnson C.O., Kassebaum N.J., Kulikoff X.R., Kutz M., Kyu H.H., Larson H.J., Leung J., Lim S.S., Lind M., Lozano R., Marquez N., Mikesell J., Mokdad A.H., Mooney M.D., Nguyen G., Nsoesie E., Pigott D.M., Pinho C., Roth G.A., Sandar L., Silpakit N., Sligar A., Sorensen R.J.D., Stanaway J., Steiner C., Teeple S., Thomas B.A., Troeger C., VanderZanden A., Vollset S.E., Wanga V., Whiteford H.A., Wolock T., Zoeckler L., Achoki T., Afshin A., Alexander L.T., Anderson G.M., Bell B., Biryukov S., Blore J.D., Cercy K., Chew A., Cohen A.J., Daoud F., Dossou E., Estep K., Flaxman A., Friedman J., Frostad J., Godwin W.W., Hancock J., Kemmer L., Khalil I.A., Liu P.Y., Masiye F., Millear A., Mirarefin M., Misganaw A., Moradi-Lakeh M., Morgan K., Ng M., Pain A., Quame-Amaglo J., Rao P., Reitsma M.B., Shackelford K.A., Sur P., Wagner J.A., Vos T., Lopez A.D., Murray C.J.L., Ellenbogen R.G., Mock C.N., Quistberg D.A., Anderson B.O., Blosser C.D., Futran N.D., Heckbert S.R., Jensen P.N., Montine T.J., Tirschwell D.L., Watkins D.A., Bhutta Z.A., Nisar M.I., Akseer N., Alam N.K.M., Knibbs L.D., Lalloo R., Gouda H.N., McGrath J.J., Jeemon P., Dandona R., Kumar G.A., Gething P.W., Cooper C., Darby S.C., Deribew A., Ali R., Bennett D.A., Jha V., Rahimi K., Kinfu Y., Faghmous I.D.A., Langan S.M., McKee M., Murthy G.V.S., Pearce N., Roberts B., Campos-Nonato I.R., Campuzano J.C., Gomez-Dantes H., Heredia-Pi I.B., Mejia-Rodriguez F., Montanez Hernandez J.C., Montero P., Rios Blancas M.J., Servan-Mori E.E., Villalpando S., Duan L., Liu S., Ye P., Liang X., Yu S., Mensah G.A., Salomon J.A., Thorne-Lyman A.L., Ajala O.N., Barnighausen T., Ding E.L., Farvid M.S., Wagner G.R., James P., Osman M., Shrime M.G., Fitchett J.R.A., Knudsen A.K., Ellingsen C.L., Krog N.H., Savic M., Hailu A.D., Norheim O.F., Abate K.H., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abera S.F., Alasfoor D., Melaku Y.A., Tesfay F.H., Abyu G.Y., Aregay A.F., Betsu B.D., Gebru A.A., Hailu G.B., Yalew A.Z., Yebyo H.G., Abreu D.M.X., Franca E.B., Abu-Raddad L.J., Adelekan A.L., Akinyemi R.O., Ojelabi F.A., Ademi Z., Furst T., Azzopardi P., Cowie B.C., Gibney K.B., MacLachlan J.H., Meretoja A., Alam K., Colquhoun S.M., Patton G.C., Weintraub R.G., Szoeke C.E.I., Vijayakumar L., Bohensky M.A., Taylor H.R., Wijeratne T., Adou A.K., Adsuar J.C., Afanvi K.A., Agardh E.E., Rehm J., Badawi A., Lindsay M.P., Popova S., Agarwal A., Agrawal A., Hotez P.J., Ahmad Kiadaliri A., Norrving B., Akanda A.S., Akinyemiju T.F., Schwebel D.C., Singh J.A., Al Lami F.H., Alabed S., Al-Aly Z., Driscoll T.R., Leigh J., Kemp A.H., Aldhahri S.F., Altirkawi K.A., Terkawi A.S., Aldridge R.W., Banerjee A., Tillmann T., Alegretti M.A., Aleman A.V., Cavalleri F., Colistro V., Alemu Z.A., Alkerwi A., Alla F., Allebeck P., Carrero J.J., Fereshtehnejad S., Weiderpass E., Havmoeller R., Al-Raddadi R., Alsharif U., Alvarez Martin E., Alvis-Guzman N., Amare A.T., Ciobanu L.G., Tessema G.A., Amegah A.K., Kudom A.A., Ameh E.A., Amini H., Karema C.K., Ammar W., Harb H.L., Amrock S.M., Andersen H.H., Antonio C.A.T., Faraon E.J.A., Arnlov J., Larsson A., Arsic Arsenijevic V.S., Barac A., Artaman A., Asayesh H., Asghar R.J., Atique S., Avokpaho E.F.G.A., Gankpe F.G., Awasthi A., Bacha U., Bahit M.C., Balakrishnan K., Barker-Collo S.L., Mohammed S., Barregard L., Petzold M., Barrero L.H., Basu A., Basu S., Bayou Y.T., Bazargan-Hejazi S., Beardsley J., Bedi N., Beghi E., Deribe K., Belay H.A., Giref A.Z., Haile D., Jibat T., Manamo W.A.A., Tefera W.M., Yirsaw B.D., Sheth K.N., Bell M.L., Biroscak B.J., Bello A.K., Santos I.S., Bensenor I.M., Lotufo P.A., Berhane A., Wolfe C.D.A., Bernabe E., Beyene A.S., Gishu M.D., Bhala N., Bhalla A., Biadgilign S., Bikbov B., Bin Abdulhak A.A., Bjertness E., Htet A.S., Bose D., Bourne R.R.A., Brainin M., Brayne C.E.G., Brazinova A., Majdan M., Shen J., Breitborde N.J.K., Brenner H., Schottker B., Brewer J.D., Brugha T.S., Buckle G.C., Gosselin R.A., Butt Z.A., Calabria B., Lal A., Lucas R.M., Degenhardt L., Resnikoff S., Carapetis J.R., Cardenas R., Carpenter D.O., Castaneda-Orjuela C.A., Castillo Rivas J., Catala-Lopez F., Cerda J., Chen W., Chiang P.P., Chibalabala M., Chibueze C.E., Mori R., Chimed-Ochir O., Jiang Y., Takahashi K., Chisumpa V.H., Mapoma C.C., Choi J.J., Chowdhury R., Christensen H., Christopher D.J., Cirillo M., Colomar M., Cooper L.T., Crump J.A., Poulton R.G., Damsere-Derry J., Danawi H., Refaat A.H., Dargan P.I., das Neves J., Massano J., Pedro J.M., Davey G., Davis A.C., Greaves F., Newton J.N., Davitoiu D.V., de Castro E.F., de Jager P., De D., Dellavalle R.P., Dharmaratne S.D., Dhillon P.K., Ganguly P., Lal D.K., Zodpey S., Diaz-Torne C., dos Santos K.P.B., Dubey M., Rahman M.H.U., Duncan B.B., Kieling C., Schmidt M.I., Elyazar I., Endries A.Y., Ermakov S.P., Eshrati B., Esteghamati A., Hafezi-Nejad N., Fahimi S., Malekzadeh R., Roshandel G., Sepanlou S.G., Farzadfar F., Kasaeian A., Parsaeian M., Heydarpour P., Rahimi-Movaghar V., Sheikhbahaei S., Yaseri M., Farid T.A., Khan A.R., Farinha C.S.E.S., Faro A., Feigin V.L., Te Ao B.J., Fernandes J.G., Fernandes J.C., Fischer F., Foigt N., Shiue I., Fowkes F.G.R., Franklin R.C., Piel F.B., Majeed A., Gall S.L., Gambashidze K., Gamkrelidze A., Kereselidze M., Shakh-Nazarova M., Iyer V.J., Gebre T., Geleijnse J.M., Gessner B.D., Ghoshal A.G., Gillum R.F., Mehari A., Gilmour S., Inoue M., Kawakami N., Shibuya K., Giroud M., Glaser E., Halasa Y.A., Shepard D.S., Undurraga E.A., Gona P., Goodridge A., Gopalani S.V., Gotay C.C., Kissoon N., Kopec J.A., Murthy S., Pourmalek F., Goto A., Gugnani H.C., Gupta R., Gupta V., Gutierrez R.A., Hamadeh R.R., Hamidi S., Handal A.J., Hankey G.J., Norman P.E., Hao Y., Harikrishnan S., Haro J.M., Hilderink H.B., Hoek H.W., Tura A.K., Hogg R.S., Horino M., Horita N., Hosgood H.D., Hoy D.G., Hsairi M., Htike M.M.T., Hu G., Huang C., Huang H., Huiart L., Husseini A., Huybrechts I., Huynh G., Iburg K.M., Innos K., Jacobs T.A., Jacobsen K.H., Jahanmehr N., Katibeh M., Rajavi Z., Jakovljevic M.B., Javanbakht M., Jayaraman S.P., Jayatilleke A.U., Prabhakaran D., Jiang G., Jimenez-Corona A., Jonas J.B., Joshi T.K., Kabir Z., Kamal R., Kesavachandran C.N., She J., Shen Z., Zhang H., Kan H., Kant S., Karch A., Karimkhani C., Karletsos D., Karthikeyan G., Naik N., Paul V.K., Roy A., Sagar R., Satpathy M., Tandon N., Kaul A., Kayibanda J.F., Keiyoro P.N., Lyons R.A., Parry C.D., Kengne A.P., Matzopoulos R., Wiysonge C.S., Stein D.J., Mayosi B.M., Keren A., Khader Y.S., Khan E.A., Khang Y.H., Won S., Khera S., Tavakkoli M., Khoja T.A.M., Kim D., Kim Y.J., Kissela B.M., Kokubo Y., Kolte D., McGarvey S.T., Kosen S., Koul P.A., Koyanagi A., Kuate Defo B., Kucuk Bicer B., Kuipers E.J., Kulkarni V.S., Kwan G.F., Rao S.R., Lam H., Lam J.O., Nachega J.B., Tran B.X., Lansingh V.C., Laryea D.O., Latif A.A., Lawrynowicz A.E.B., Levi M., and Li Y.

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 2

Published
2016

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

Author

Nguhiu P., Shigematsu M., Shin M., Yoon S., Shiri R., Shishani K., Sigfusdottir I.D., Silverberg J.I., Yano Y., Singh O.P., Singh P.K., Soreide K., Soriano J.B., Sposato L.A., Sreeramareddy C.T., Stahl H., Stathopoulou V., Steckling N., Stranges S., Strong M., Sunguya B.F., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Tabb K.M., Talongwa R.T., Tarawneh M.R., Tavakkoli M., Taye B., Tuzcu E.M., Thakur J., Thomson A.J., Thurston G.D., Tobe-Gai R., Topor-Madry R., Topouzis F., Tsala Dimbuene Z., Tyrovolas S., Ukwaja K.N., Uneke C.J., Uthman O.A., Vasankari T., Vasconcelos A.M.N., Venketasubramanian N., Violante F.S., Vlassov V.V., Volkow P., Wallin M.T., Weichenthal S., Woolf A.D., Wubshet M., Xu G., Yakob B., Yan L.L., Yip P., Yonemoto N., Younis M.Z., Yu C., Zaidi Z., Zaki M.E., Zambrana-Torrelio C., Zapata T., Zonies D., Singh A., Thrift A.G., Wang L., Lim S.S., Allen K., Dandona L., Forouzanfar M.H., Fullman N., Goldberg E.M., Hay S.I., Holmberg M., Kutz M.J., Larson H.J., Lopez A.D., McNellan C.R., Mokdad A.H., Mooney M.D., Naghavi M., Olsen H.E., Pigott D.M., Vos T., Wang H., Achoki T., Afshin A., Allen C., Anderson G.M., Barber R., Bienhoff K.A., Blore J., Brauer M., Carter A., Casey D., Charlson F.J., Chen A.Z., Coates M.M., Coggeshall M., Cohen A.J., Deshpande A., Erskine H.E., Ferrari A.J., Fitzmaurice C., Foreman K., Fraser M., Friedman J., Frostad J., Godwin W., Graetz N., Griswold M., Haagsma J.A., Haakenstad A., Kassebaum N.J., Kemmer L., Kulikoff X.R., Kyu H.H., Leung J., Lind M., Liu P.Y., Masiye F., Mirarefin M., Misganaw A., Moradi-Lakeh M., Nguyen G., Pinho C., Rao P.C., Reitsma M.B., Roth G.A., Santomauro D.F., Shackelford K., Silpakit N., Sligar A., Sorensen R.J.D., Stanaway J.D., Steiner C., Sur P., Vollset S.E., Wanga V., Whiteford H.A., Zhao Y., Zhou M., Murray C.J.L., Kotsakis G.A., Mock C.N., Anderson B.O., Watkins D.A., Bhutta Z.A., Nisar M.I., Akseer N., deVeber G.A., Jeemon P., Dandona R., Kumar G.A., Gething P.W., Bisanzio D., Cooper C., Ali R., Bennett D.A., Jha V., Weiss D.J., Kinfu Y., Patel V., Langan S.M., McKee M., Murthy G.V.S., Roberts B., Stockl H., Duan L., Jin Y., Li Y., Liu S., Ye P., Liang X., Azzopardi P., Cowie B.C., Meretoja A., Patton G.C., Alam K., Weintraub R.G., Sawyer S.M., Szoeke C.E.I., Taylor H.R., Lozano R., Barrientos-Gutierrez T., Campos-Nonato I.R., Campuzano J.C., Heredia-Pi I.B., Montanez Hernandez J.C., Rios Blancas M.J., Servan-Mori E.E., Shamah Levy T., Salomon J.A., Binagwaho A., Barnighausen T., Cahill L.E., Ding E.L., Farvid M.S., Wagner G.R., Thorne-Lyman A.L., James P., Fitchett J.R.A., Abajobir A.A., Knibbs L.D., Veerman J.L., Lalloo R., Gouda H.N., Guo Y., McGrath J.J., Abate K.H., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abdulle A.M., Abraham B., Abubakar I., Aldridge R.W., Banerjee A., Benzian H., Tillmann T., Abu-Raddad L.J., Abu-Rmeileh N.M., Melaku Y.A., Abyu G.Y., Bayou T.A., Betsu B.D., Gebru A.A., Hailu G.B., Tekle D.Y., Yalew A.Z., Adebiyi A.O., Owolabi M.O., Akinyemi R.O., Adedeji I.A., Afanvi K.A., Micha R., Shi P., Singh G.M., Badawi A., Agarwal A., Agrawal A., Ahmad Kiadaliri A., Norrving B., Ahmadieh H., Yaseri M., Jahanmehr N., Ahmed K.Y., Alemu Z.A., Tegegne T.K., Akanda A.S., Akinyemiju T.F., Schwebel D.C., Singh J.A., Al-Aly Z., Driscoll T.R., Leigh J., Mekonnen A.B., Neal B., Alam U., Alasfoor D., AlBuhairan F.S., Alkhateeb M.A., Aldhahri S.F., Altirkawi K.A., Terkawi A.S., Alkerwi A., Alla F., Allebeck P., Rabiee R.H.S., Roy N., Kivipelto M., Carrero J.J., Fereshtehnejad S.M., Weiderpass E., Havmoeller R., Sindi S., Al-Raddadi R., Alvarez E., Alvis-Guzman N., Paternina Caicedo A.J., Amare A.T., Ciobanu L.G., Tessema G.A., Amberbir A., Amegah A.K., Amini H., Furst T., Karema C.K., Ammar W., Harb H.L., Amrock S.M., Andersen H.H., Antonio C.A.T., Anwari P., Arnlov J., Larsson A., Artaman A., Asayesh H., Asghar R.J., Atique S., Avokpaho E.F.G.A., Awasthi A., Ayala Quintanilla B.P., Bacha U., Balakrishnan K., Barac A., Barker-Collo S.L., Mohammed S., Barrero L.H., Basu S., Del L.C., Bazargan-Hejazi S., Beardsley J., Bedi N., Beghi E., Bejot Y., Sheth K.N., Bell M.L., Bello A.K., Santos I.S., Bensenor I.M., Lotufo P.A., Berhane A., Wolfe C.D., Bernabe E., Wolfe I., Bernal O.A., Roba H.S., Beyene A.S., Mesfin Y.M., Bhala N., Bhatt S., Biadgilign S., Bikbov B., Soneji S., Bjertness E., Htet A.S., Bourne R.R.A., Brainin M., Krueger H., Gotay C.C., Kissoon N., Murthy S., Pourmalek F., Brazinova A., Majdan M., Shen J., Breitborde N.J.K., Broday D.M., Brugha T.S., Buchbinder R., Gabbe B., Butt Z.A., van Donkelaar A., Martin R.V., Carabin H., Cardenas R., Caso V., Castaneda-Orjuela C.A., Castillo Rivas J., Catala-Lopez F., Cavalleri F., Cecilio P., das Neves J., Massano J., Pedro J.M., Chang H., Chang J., Che X., Chiang P.P., Chibalabala M., Chisumpa V.H., Mapoma C.C., Choi J.J., Chowdhury R., Christensen H., Cirillo M., Piel F.B., Rodriguez A., Cooke G.S., Majeed A., Cooper L.T., Crump J.A., Derrett S., Poulton R.G., Damtew S.A., Workie S.B., Deribe K., Tefera W., Giref A.Z., Haile D., Temam Shifa G., Dargan P.I., Davis A.C., Newton J.N., Steel N., Davletov K., de Castro E.F., De Leo D., Degenhardt L., Resnikoff S., Mitchell P.B., Des Jarlais D.C., Dey S., Dhillon P.K., Lal D.K., Zodpey S., Dharmaratne S.D., Dorsey E.R., Doyle K.E., Kemp A.H., Dubey M., Rahman M.H.U., Ram U., Verma R.K., Yadav A.K., Duncan B.B., Kieling C., Schmidt M.I., Ebrahimi H., Esteghamati A., Farzadfar F., Hafezi-Nejad N., Kasaeian A., Parsaeian M., Pishgar F., Sheikhbahaei S., Fahimi S., Malekzadeh R., Roshandel G., Sepanlou S.G., Hassanvand M.S., Khosravi A., Rahimi-Movaghar V., Endries A.Y., Ermakov S.P., Soshnikov S., Eshrati B., Farid T.A., Khan A.R., Farinha C.S.E.S., Faro A., Feigin V.L., Felicio M.M., Fernandes J.C., Fischer F., Foigt N., Shiue I., Fowkes F.G.R., Franca E.B., Franklin R.C., Garcia-Basteiro A.L., Gebre T., Gessner B.D., Gillum R.F., Mehari A., Ginawi I.A., Giroud M., Gishu M.D., Tura A.K., Gona P., Goodridge A., Gopalani S.V., Goto A., Inoue M., Greenwell K.F., Gupta R., Gupta V., Gutierrez R.A., Gyawali B., Iburg K.M., Halasa Y.A., Undurraga E.A., Hamadeh R.R., Hamidi S., Hammami M., Hankey G.J., Haro J.M., Hoek H.W., Skirbekk V., Horino M., Horita N., Hosgood H.D., Hoy D.G., Hu G., Huang H., Idrisov B.T., Kwan G.F., Kawakami N., Shibuya K., Islami F., Jacobs T.A., Jacobsen K.H., Jakovljevic M.B., Jansen H.A.F., Javanbakht M., Jayatilleke A.U., Jee S.H., Jiang Y., Jibat T., Jonas J.B., Kabir Z., Kalkonde Y., Kamal R., Kesavachandran C.N., She J., Kan H., Kandel A., Karch A., Karimkhani C., Karunapema P., Kaul A., Kayibanda J.F., Keiyoro P.N., Matzopoulos R., Parry C.D., Kengne A.P., Wiysonge C.S., Stein D.J., Mayosi B.M., Shey M., Keren A., Khader Y.S., Khan E.A., Khan G., Khang Y.H., Won S., Khoja T.A.M., Khubchandani J., Kim C., Kim D., Kim S., Kim Y.J., Kimokoti R.W., Kokubo Y., Kolte D., Kosen S., Koul P.A., Koyanagi A., Kravchenko M., Varakin Y.Y., Kuate Defo B., Kuchenbecker R.S., Kuipers E.J., Kulkarni V.S., Lal A., Lucas R.M., Lam H., Lan Q., Laryea D.O., Latif A.A., Leasher J.L., Leinsalu M., Leung R., Levi M., Linn S., Lipshultz S.E., Wilkinson J.D., Simard E.P., Liu Y., Phillips M.R., Lloyd B.K., Lo L., Logroscino G., Lunevicius R., Magdy M., Magis-Rodriguez C., Mahdavi M., Malta D.C., Meaney P.A., Margolis D.J., Martinez-Raga J., Mason-Jones A.J., Tedla B.A., Memiah P., Memish Z.A., Mendoza W., Mensink G.B.M., Meretoja T.J., Mhimbira F.A., Miller T.R., Mills E.J., Mohammadi A., Monasta L., Montico M., Ronfani L., Monis J.D., Morawska L., Sun J., Mori R., Werdecker A., Mueller U.O., Westerman R., Murdoch M.E., Murimira B., Murray J., Musa K.I., Nachega J.B., Seedat S., Tran B.X., Nagel G., Rothenbacher D., Naidoo K.S., Oladimeji O., Sartorius B., Zegeye E.A., Naldi L., Remuzzi G., Nangia V., Nejjari C., Newton C.R., Ngalesoni F.N., Nguyen Q.L., Nkamedjie P.M., Nolte S., Osborne R.H., Nomura M., Norheim O.F., Obermeyer C.M., Ogbo F.A., Oh I., Olivares P.R., Olusanya B.O., Olusanya J.O., Opio J.N., Oren E., Ortiz A., Ota E., Mahesh P.A., Park E., Park H., Patel T., Patil S.T., Patten S.B., Tonelli M., Paudel D., Pereira D.M., Perico N., Pesudovs K., Petzold M., Pillay J.D., Polinder S., Qorbani M., Radfar A., Rahman M., Rahman S.U., Rai R.K., Rajsic S., Raju M., Rana S.M., Ranabhat C.L., Ranganathan K., Refaat A.H., Ribeiro A.L., Rojas-Rueda D., Roy A., Sagar R., Satpathy M., Sackey B.B., Saleh M.M., Sanabria J.R., Sarmiento-Suarez R., Savic M., Sawhney M., Schmidhuber J., Schneider I.J.C., Silva D.A.S., Schutte A.E., Shaheen A., Shaikh M.A., Sharma R., Nguhiu P., Shigematsu M., Shin M., Yoon S., Shiri R., Shishani K., Sigfusdottir I.D., Silverberg J.I., Yano Y., Singh O.P., Singh P.K., Soreide K., Soriano J.B., Sposato L.A., Sreeramareddy C.T., Stahl H., Stathopoulou V., Steckling N., Stranges S., Strong M., Sunguya B.F., Swaminathan S., Sykes B.L., Tabares-Seisdedos R., Tabb K.M., Talongwa R.T., Tarawneh M.R., Tavakkoli M., Taye B., Tuzcu E.M., Thakur J., Thomson A.J., Thurston G.D., Tobe-Gai R., Topor-Madry R., Topouzis F., Tsala Dimbuene Z., Tyrovolas S., Ukwaja K.N., Uneke C.J., Uthman O.A., Vasankari T., Vasconcelos A.M.N., Venketasubramanian N., Violante F.S., Vlassov V.V., Volkow P., Wallin M.T., Weichenthal S., Woolf A.D., Wubshet M., Xu G., Yakob B., Yan L.L., Yip P., Yonemoto N., Younis M.Z., Yu C., Zaidi Z., Zaki M.E., Zambrana-Torrelio C., Zapata T., Zonies D., Singh A., Thrift A.G., Wang L., Lim S.S., Allen K., Dandona L., Forouzanfar M.H., Fullman N., Goldberg E.M., Hay S.I., Holmberg M., Kutz M.J., Larson H.J., Lopez A.D., McNellan C.R., Mokdad A.H., Mooney M.D., Naghavi M., Olsen H.E., Pigott D.M., Vos T., Wang H., Achoki T., Afshin A., Allen C., Anderson G.M., Barber R., Bienhoff K.A., Blore J., Brauer M., Carter A., Casey D., Charlson F.J., Chen A.Z., Coates M.M., Coggeshall M., Cohen A.J., Deshpande A., Erskine H.E., Ferrari A.J., Fitzmaurice C., Foreman K., Fraser M., Friedman J., Frostad J., Godwin W., Graetz N., Griswold M., Haagsma J.A., Haakenstad A., Kassebaum N.J., Kemmer L., Kulikoff X.R., Kyu H.H., Leung J., Lind M., Liu P.Y., Masiye F., Mirarefin M., Misganaw A., Moradi-Lakeh M., Nguyen G., Pinho C., Rao P.C., Reitsma M.B., Roth G.A., Santomauro D.F., Shackelford K., Silpakit N., Sligar A., Sorensen R.J.D., Stanaway J.D., Steiner C., Sur P., Vollset S.E., Wanga V., Whiteford H.A., Zhao Y., Zhou M., Murray C.J.L., Kotsakis G.A., Mock C.N., Anderson B.O., Watkins D.A., Bhutta Z.A., Nisar M.I., Akseer N., deVeber G.A., Jeemon P., Dandona R., Kumar G.A., Gething P.W., Bisanzio D., Cooper C., Ali R., Bennett D.A., Jha V., Weiss D.J., Kinfu Y., Patel V., Langan S.M., McKee M., Murthy G.V.S., Roberts B., Stockl H., Duan L., Jin Y., Li Y., Liu S., Ye P., Liang X., Azzopardi P., Cowie B.C., Meretoja A., Patton G.C., Alam K., Weintraub R.G., Sawyer S.M., Szoeke C.E.I., Taylor H.R., Lozano R., Barrientos-Gutierrez T., Campos-Nonato I.R., Campuzano J.C., Heredia-Pi I.B., Montanez Hernandez J.C., Rios Blancas M.J., Servan-Mori E.E., Shamah Levy T., Salomon J.A., Binagwaho A., Barnighausen T., Cahill L.E., Ding E.L., Farvid M.S., Wagner G.R., Thorne-Lyman A.L., James P., Fitchett J.R.A., Abajobir A.A., Knibbs L.D., Veerman J.L., Lalloo R., Gouda H.N., Guo Y., McGrath J.J., Abate K.H., Gebrehiwot T.T., Gebremedhin A.T., Abbafati C., Abbas K.M., Abd-Allah F., Abdulle A.M., Abraham B., Abubakar I., Aldridge R.W., Banerjee A., Benzian H., Tillmann T., Abu-Raddad L.J., Abu-Rmeileh N.M., Melaku Y.A., Abyu G.Y., Bayou T.A., Betsu B.D., Gebru A.A., Hailu G.B., Tekle D.Y., Yalew A.Z., Adebiyi A.O., Owolabi M.O., Akinyemi R.O., Adedeji I.A., Afanvi K.A., Micha R., Shi P., Singh G.M., Badawi A., Agarwal A., Agrawal A., Ahmad Kiadaliri A., Norrving B., Ahmadieh H., Yaseri M., Jahanmehr N., Ahmed K.Y., Alemu Z.A., Tegegne T.K., Akanda A.S., Akinyemiju T.F., Schwebel D.C., Singh J.A., Al-Aly Z., Driscoll T.R., Leigh J., Mekonnen A.B., Neal B., 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Abstract

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

Published
2016

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