1. Mapping disparities in education across low- and middle-income countries
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Lauren E. Schaeffer, Belay Tessema, Reza Malekzadeh, Olatunde Aremu, Mehdi Hosseinzadeh, Milena M Santric Milicevic, Seyyed Meysam Mousavi, Azeem Majeed, Badr Hasan Sobaih, Jalal Arabloo, Philimon Gona, Aliasghar Ahmad Kiadaliri, Mostafa Qorbani, Fatemeh Rajati, Ipsita Sutradhar, Giuseppe Remuzzi, Babak Eshrati, Olufemi Ajumobi, Lauren Woyczynski, Parul Puri, Vinay Nangia, Guoqing Hu, Yousef Khader, Suzanne Barker-Collo, Hamideh Salimzadeh, Félix Carvalho, Yun Jin Kim, Moslem Soofi, Ali Bijani, Shanshan Li, Catalina Liliana Andrei, Ali Kazemi Karyani, Mehran Asadi-Aliabadi, Andrea Sylvia Winkler, Arya Haj-Mirzaian, Maziar Moradi-Lakeh, Farnam Mohebi, Mohamad-Hani Temsah, Kala M. Mehta, Simon I. Hay, Benjamin B. Massenburg, Sanjay Zodpey, Tuomo J. Meretoja, Ireneous N. Soyiri, Bach Xuan Tran, George C Patton, Kavumpurathu Raman Thankappan, Engida Yisma, Vasily Vlassov, Samer Hamidi, Ghulam Mustafa, André Faro, Eduarda Fernandes, Chandrashekhar T Sreeramareddy, Rajat Gupta, Shirin Djalalinia, Dina Nur Anggraini Ningrum, Sheikh Mohammed Shariful Islam, Juan Sanabria, Leonardo Roever, Dayane Gabriele Alves Silveira, Samad Azari, Vahid Alipour, Gabrielle B. Britton, Luca Ronfani, Rosario Cárdenas, Maarten J. Postma, Hamid Yimam Hassen, Pn Sylaja, Brijesh Sathian, Paul S. F. Yip, Vegard Skirbekk, Chhabi Lal Ranabhat, Paramjit Gill, Walter Mendoza, Lorenzo Monasta, Dara K. Mohammad, Naznin Hossain, Dhirendra N Sinha, Ali H. Mokdad, Aziz Rezapour, Megan F. Schipp, Ziyad Al-Aly, Takeshi Fukumoto, Kebede Deribe, Paula Moraga, Mohammad Ebrahimi Kalan, Ai Koyanagi, Andre M. N. Renzaho, Cyrus Cooper, Ghobad Moradi, Ruth W Kimokoti, Swayam Prakash, Rafael Tabarés-Seisdedos, Zahra Jorjoran Shushtari, Zemenu Tadesse Tessema, Amir Radfar, Jean Jacques Noubiap, Emmanuela Gakidou, Mahdi Afshari, Suleman Atique, Reza Majdzadeh, Kiomars Sharafi, Seyed-Mohammad Fereshtehnejad, Foad Abd-Allah, Zahid A Butt, Beruk Berhanu Desalegn, Ruxandra Irina Negoi, Marek Majdan, Yoshan Moodley, Jianrong Zhang, Farid Najafi, Aso Mohammad Darwesh, Benn Sartorius, Amber Sligar, Nicole Davis Weaver, Naohiro Yonemoto, Jacob Olusegun Olusanya, Olayinka Stephen Ilesanmi, Neeraj Bedi, Suraj Bhattarai, Sadaf G. Sepanlou, Francisco Rogerlandio Martins-Melo, Malihe Nourollahpour Shiadeh, Bernardo Hernández Prado, Masood Ali Shaikh, Khalid A Altirkawi, Carlos Rios-Gonzalez, Claudiu Herteliu, Jason B. Hall, Irina Filip, Abdullah Sulieman Terkawi, Sojib Bin Zaman, Nathaniel J Henry, Eleonora Dubljanin, Jasvinder A. Singh, Pushpendra Kumar, Akram Pourshams, Jung-Chen Chang, Irfan Ullah, Lorainne Tudor Car, Franz Castro, George A. Mensah, Delia Hendrie, Mehran Shams-Beyranvand, Zulfiqar A Bhutta, Jaifred Christian F. Lopez, Laura Dwyer-Lindgren, Lee Ling Lim, Charles D.A. Wolfe, Adnan Kisa, Seyed Sina Naghibi Irvani, Alaa Badawi, Bolajoko O. Olusanya, Tomohide Yamada, Gholamreza Roshandel, Jonathan F. Mosser, Jose A. Garcia, Andre Rodrigues Duraes, Mohammadreza Amiresmaili, Krittika Bhattacharyya, Yuan-Pang Wang, Sebastian Vollmer, Felix Akpojene Ogbo, Birkneh Tilahun Tadesse, Mihajlo Jakovljevic, Songhomitra Panda-Jonas, Paul H. Lee, Michael Collison, Sanghamitra Pati, Aziz Sheikh, Kalkidan Hassen Abate, Anthony Barnett, Ejaz Ahmad Khan, Michael A. Cork, Meghnath Dhimal, Norberto Perico, Francesco Saverio Violante, Daniel N. Kiirithio, Ted R. Miller, Arundhati R. Sawant, Olalekan A. Uthman, Kewal Krishan, Ashish Awasthi, Anthony Masaka, Katherine F. Wilson, Padukudru Anand Mahesh, Roy Burstein, Amir Kasaeian, Yuming Guo, Peter Nyasulu, Chuanhua Yu, Pascual R. Valdez, Josephine W. Ngunjiri, Vipin Gupta, Tomislav Mestrovic, Long Hoang Nguyen, Neda Izadi, Faris Lami, Marcos Roberto Tovani-Palone, Azin Nahvijou, Jun She, Christopher J L Murray, Krishna K. Aryal, Payman Salamati, Mona M. Khater, Rajeev Gupta, Robert Reiner, Mustafa Z. Younis, Ali Rostami, Duduzile Ndwandwe, Obinna Onwujekwe, Manasi Kumar, Nafis Sadat, Nahla Anber, Joan B. Soriano, Victor Adekanmbi, John C. Wilkinson, Babak Moazen, Andrew T Olagunju, Nicholas Graetz, Andualem Henok, Mina Anjomshoa, Boris Bikbov, Melaku Desta, Yahya Safari, Jan-Walter De Neve, Carlos A Castañeda-Orjuela, Mohammad Fareed, Ayman Grada, Eduardo Ortiz-Panozo, Rajesh Sharma, Beatriz Paulina Ayala Quintanilla, Enrico Rubagotti, John S. Ji, Mika Shigematsu, Fakher Rahim, Randah R. Hamadeh, G. K. Mini, Yasir Waheed, Meghdad Pirsaheb, Yousef Veisani, Daniel Diaz, Adrian Pana, Salman Rawaf, Ehsan Sadeghi, Yahya Salimi, Joseph Adel Mattar Banoub, Carl Abelardo T. Antonio, Morteza Abdullatif Khafaie, David M. Pigott, Fares Alahdab, Vafa Rahimi-Movaghar, Anbissa Muleta Senbeta, Tomi Akinyemiju, Damaris K. Kinyoki, Morteza Shamsizadeh, Ziad El-Khatib, Abdallah M. Samy, Roman Topor-Madry, Farah Daoud, Cuong Tat Nguyen, Aubrey J. Levine, Sameer Vali Gopalani, Ravi Prakash Jha, Mesfin Tadese Dinberu, Shafiu Mohammed, Simon Øverland, David Laith Rawaf, Arvin Haj-Mirzaian, Satar Rezaei, Oladimeji Adebayo, Nasir Salam, Mohammad Ali Mansournia, Rajesh Sagar, Alex Yeshaneh, Michael K. Hole, Agus Sudaryanto, Yunquan Zhang, Mahbobeh Faramarzi, Natalia V. Bhattacharjee, Aniruddha Deshpande, Soewarta Kosen, Mahmoud Yousefifard, Jacek Jerzy Jozwiak, Mehedi Hasan, Shane D. Morrison, Erkin M. Mirrakhimov, Marcel Ausloos, Ionut Negoi, Jacqueline Elizabeth Alcalde Rabanal, Barthelemy Kuate Defo, Giang Thu Vu, Lucas Earl, Doris D. V. Ortega-Altamirano, Yu Liao, Peter Njenga Keiyoro, Tanuj Kanchan, Chandrasekharan Nair Kesavachandran, Mu'awiyyah Babale Sufiyan, Mohammad Hifz Ur Rahman, Lidia Morawska, Tiffany K. Gill, Manisha Dubey, David C. Schwebel, Jost B. Jonas, Ester Cerin, Mehran Alijanzadeh, Florian Fischer, Stefan Listl, Benjamin K. Mayala, Mahmood Moosazadeh, Soraya Siabani, Derrick A Bennett, Collaborators, Local Burden of Disease Educational Attainment, Institute for Molecular Medicine Finland, HUS Comprehensive Cancer Center, Clinicum, Helsinki University Hospital Area, University of Helsinki, Local Burden Dis Educ Attainment C, Graetz N., Woyczynski L., Wilson K.F., Hall J.B., Abate K.H., Abd-Allah F., Adebayo O.M., Adekanmbi V., Afshari M., Ajumobi O., Akinyemiju T., Alahdab F., Al-Aly Z., Rabanal J.E.A., Alijanzadeh M., Alipour V., Altirkawi K., Amiresmaili M., Anber N.H., Andrei C.L., Anjomshoa M., Antonio C.A.T., Arabloo J., Aremu O., Aryal K.K., Asadi-Aliabadi M., Atique S., Ausloos M., Awasthi A., Quintanilla B.P.A., Azari S., Badawi A., Banoub J.A.M., Barker-Collo S.L., Barnett A., Bedi N., Bennett D.A., Bhattacharjee N.V., Bhattacharyya K., Bhattarai S., Bhutta Z.A., Bijani A., Bikbov B., Britton G., Burstein R., Butt Z.A., Cardenas R., Carvalho F., Castaneda-Orjuela C.A., Castro F., Cerin E., Chang J.-C., Collison M.L., Cooper C., Cork M.A., Daoud F., Das Gupta R., Weaver N.D., De Neve J.-W., Deribe K., Desalegn B.B., Deshpande A., Desta M., Dhimal M., Diaz D., Dinberu M.T., Djalalinia S., Dubey M., Dubljanin E., Duraes A.R., Dwyer-Lindgren L., Earl L., Kalan M.E., El-Khatib Z., Eshrati B., Faramarzi M., Fareed M., Faro A., Fereshtehnejad S.-M., Fernandes E., Filip I., Fischer F., Fukumoto T., Garcia J.A., Gill P.S., Gill T.K., Gona P.N., Gopalani S.V., Grada A., Guo Y., Gupta R., Gupta V., Haj-Mirzaian A., Hamadeh R.R., Hamidi S., Hasan M., Hassen H.Y., Hendrie D., Henok A., Henry N.J., Prado B.H., Herteliu C., Hole M.K., Hossain N., Hosseinzadeh M., Hu G., Ilesanmi O.S., Irvani S.S.N., Islam S.M.S., Izadi N., Jakovljevic M., Jha R.P., Ji J.S., Jonas J.B., Shushtari Z.J., Jozwiak J.J., Kanchan T., Kasaeian A., Karyani A.K., Keiyoro P.N., Kesavachandran C.N., Khader Y.S., Khafaie M.A., Khan E.A., Khater M.M., Kiadaliri A.A., Kiirithio D.N., Kim Y.J., Kimokoti R.W., Kinyoki D.K., Kisa A., Kosen S., Koyanagi A., Krishan K., Defo B.K., Kumar M., Kumar P., Lami F.H., Lee P.H., Levine A.J., Li S., Liao Y., Lim L.-L., Listl S., Lopez J.C.F., Majdan M., Majdzadeh R., Majeed A., Malekzadeh R., Mansournia M.A., Martins-Melo F.R., Masaka A., Massenburg B.B., Mayala B.K., Mehta K.M., Mendoza W., Mensah G.A., Meretoja T.J., Mestrovic T., Miller T.R., Mini G.K., Mirrakhimov E.M., Moazen B., Mohammad D.K., Darwesh A.M., Mohammed S., Mohebi F., Mokdad A.H., Monasta L., Moodley Y., Moosazadeh M., Moradi G., Moradi-Lakeh M., Moraga P., Morawska L., Morrison S.D., Mosser J.F., Mousavi S.M., Murray C.J.L., Mustafa G., Nahvijou A., Najafi F., Nangia V., Ndwandwe D.E., Negoi I., Negoi R.I., Ngunjiri J.W., Nguyen C.T., Nguyen L.H., Ningrum D.N.A., Noubiap J.J., Shiadeh M.N., Nyasulu P.S., Ogbo F.A., Olagunju A.T., Olusanya B.O., Olusanya J.O., Onwujekwe O.E., Ortega-Altamirano D.D.V., Ortiz-Panozo E., Overland S., Mahesh P.A., Pana A., Panda-Jonas S., Pati S., Patton G.C., Perico N., Pigott D.M., Pirsaheb M., Postma M.J., Pourshams A., Prakash S., Puri P., Qorbani M., Radfar A., Rahim F., Rahimi-Movaghar V., Rahman M.H.U., Rajati F., Ranabhat C.L., Rawaf D.L., Rawaf S., Reiner R.C., Remuzzi G., Renzaho A.M.N., Rezaei S., Rezapour A., Rios-Gonzalez C., Roever L., Ronfani L., Roshandel G., Rostami A., Rubagotti E., Sadat N., Sadeghi E., Safari Y., Sagar R., Salam N., Salamati P., Salimi Y., Salimzadeh H., Samy A.M., Sanabria J., Santric Milicevic M.M., Sartorius B., Sathian B., Sawant A.R., Schaeffer L.E., Schipp M.F., Schwebel D.C., Senbeta A.M., Sepanlou S.G., Shaikh M.A., Shams-Beyranvand M., Shamsizadeh M., Sharafi K., Sharma R., She J., Sheikh A., Shigematsu M., Siabani S., Silveira D.G.A., Singh J.A., Sinha D.N., Skirbekk V., Sligar A., Sobaih B.H., Soofi M., Soriano J.B., Soyiri I.N., Sreeramareddy C.T., Sudaryanto A., Babale Sufiyan M., Sutradhar I., Sylaja P., Tabares-Seisdedos R., Tadesse B.T., Temsah M.-H., Terkawi A.S., Tessema B., Tessema Z.T., Thankappan K.R., Topor-Madry R., Tovani-Palone M.R., Tran B.X., Car L.T., Ullah I., Uthman O.A., Valdez P.R., Veisani Y., Violante F.S., Vlassov V., Vollmer S., Thu Vu G., Waheed Y., Wang Y.-P., Wilkinson J.C., Winkler A.S., Wolfe C.D.A., Yamada T., Yeshaneh A., Yip P., Yisma E., Yonemoto N., Younis M.Z., Yousefifard M., Yu C., Bin Zaman S., Zhang J., Zhang Y., Zodpey S., Gakidou E., Hay S.I., Graetz, Nicholas, Woyczynski, Lauren, Wilson, Katherine F, Hall, Jason B, Yisma, Engida, Hay, Simon I, Local Burden of Disease Educational Attainment Collaborators, Microbes in Health and Disease (MHD), Real World Studies in PharmacoEpidemiology, -Genetics, -Economics and -Therapy (PEGET), and Value, Affordability and Sustainability (VALUE)
- Subjects
Male ,ATTAINMENT ,Health Status ,Disease ,education ,low- and middle-income countries ,0302 clinical medicine ,WORLD ,gender ,Global health ,risk factors ,030212 general & internal medicine ,Aetiology ,10. No inequality ,media_common ,Developing world ,Pediatric ,Multidisciplinary ,1. No poverty ,Multidisciplinary Sciences ,Geography ,Science & Technology - Other Topics ,Female ,HEALTH ,developing world ,social and economic factors ,Engineering sciences. Technology ,disparitie ,AFRICA ,medicine.medical_specialty ,Inequality ,General Science & Technology ,media_common.quotation_subject ,MODELS ,Developing country ,Local Burden of Disease Educational Attainment Collaborators ,Article ,Healthcare improvement science Radboud Institute for Health Sciences [Radboudumc 18] ,Education ,03 medical and health sciences ,2.3 Psychological ,medicine ,Humans ,Society ,Social determinants of health ,Developing Countries ,Science & Technology ,Equity (economics) ,MORTALITY ,Public health ,Bayes Theorem ,Educational attainment ,3141 Health care science ,society ,Good Health and Well Being ,Risk factors ,Socioeconomic Factors ,Demographic economics ,030217 neurology & neurosurgery - Abstract
Educational attainment is an important social determinant of maternal, newborn, and child health1–3. As a tool for promoting gender equity, it has gained increasing traction in popular media, international aid strategies, and global agenda-setting4–6. The global health agenda is increasingly focused on evidence of precision public health, which illustrates the subnational distribution of disease and illness7,8; however, an agenda focused on future equity must integrate comparable evidence on the distribution of social determinants of health9–11. Here we expand on the available precision SDG evidence by estimating the subnational distribution of educational attainment, including the proportions of individuals who have completed key levels of schooling, across all low- and middle-income countries from 2000 to 2017. Previous analyses have focused on geographical disparities in average attainment across Africa or for specific countries, but—to our knowledge—no analysis has examined the subnational proportions of individuals who completed specific levels of education across all low- and middle-income countries12–14. By geolocating subnational data for more than 184 million person-years across 528 data sources, we precisely identify inequalities across geography as well as within populations., Analyses of the proportions of individuals who have completed key levels of schooling across all low- and middle-income countries from 2000 to 2017 reveal inequalities across countries as well as within populations.
- Published
- 2020
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