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  • 1. Graetz, N.
    et al.
    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.
    Cárdenas, R.
    Carvalho, F.
    Castañeda-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.
    Durães, 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.
    García, 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, Eduardo
    Jönköping University, School of Health and Welfare. Center for Population Health Research, National Institute of Public Health, Cuernavaca, Mexico.
    Øverland, S.
    P. A, M.
    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., Jr
    Remuzzi, G.
    Renzaho, A. M. N.
    Rezaei, S.
    Rezapour, A.
    Rios-González, 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.
    Tabarés-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.
    Collaborators, Local Burden of Disease Educational Attainment
    Mapping disparities in education across low- and middle-income countries2020In: Nature, ISSN 0028-0836, E-ISSN 1476-4687, Vol. 577, no 7789, p. 235-238Article in journal (Refereed)
    Abstract [en]

    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. 

  • 2. Kinyoki, D. K.
    et al.
    Osgood-Zimmerman, A. E.
    Pickering, B. V.
    Schaeffer, L. E.
    Marczak, L. B.
    Lazzar-Atwood, A.
    Collison, M. L.
    Henry, N. J.
    Abebe, Z.
    Adamu, A. A.
    Adekanmbi, V.
    Ahmadi, K.
    Ajumobi, O.
    Al-Eyadhy, A.
    Al-Raddadi, R. M.
    Alahdab, F.
    Alijanzadeh, M.
    Alipour, V.
    Altirkawi, K.
    Amini, S.
    Andrei, C. L.
    Antonio, C. A. T.
    Arabloo, J.
    Aremu, O.
    Asadi-Aliabadi, M.
    Atique, S.
    Ausloos, M.
    Avila, M.
    Awasthi, A.
    Quintanilla, B. P. A.
    Azari, S.
    Badawi, A.
    Bärnighausen, T. W.
    Bassat, Q.
    Baye, K.
    Bedi, N.
    Bekele, B. B.
    Bell, M. L.
    Bhattacharjee, N. V.
    Bhattacharyya, K.
    Bhattarai, S.
    Bhutta, Z. A.
    Biadgo, B.
    Bikbov, B.
    Briko, A. N.
    Britton, G.
    Burstein, R.
    Butt, Z. A.
    Car, J.
    Castañeda-Orjuela, C. A.
    Castro, F.
    Cerin, E.
    Chipeta, M. G.
    Chu, D. -T
    Cork, M. A.
    Cromwell, E. A.
    Cuevas-Nasu, L.
    Dandona, L.
    Dandona, R.
    Daoud, F.
    Gupta, R. D.
    Weaver, N. D.
    Leo, D. D.
    Neve, J. -WD.
    Deribe, K.
    Desalegn, B. B.
    Deshpande, A.
    Desta, M.
    Diaz, D.
    Dinberu, M. T.
    Doku, D. T.
    Dubey, M.
    Durães, A. R.
    Dwyer-Lindgren, L.
    Earl, L.
    Effiong, A.
    Zaki, M. E. S.
    Tantawi, M. E.
    El-Khatib, Z.
    Eshrati, B.
    Fareed, M.
    Faro, A.
    Fereshtehnejad, S. -M
    Filip, I.
    Fischer, F.
    Foigt, N. A.
    Folayan, M. O.
    Fukumoto, T.
    Gebrehiwot, T. T.
    Gezae, K. E.
    Ghajar, A.
    Gill, P. S.
    Gona, P. N.
    Gopalani, S. V.
    Grada, A.
    Guo, Y.
    Haj-Mirzaian, A.
    Hall, J. B.
    Hamidi, S.
    Henok, A.
    Prado, B. H.
    Herrero, M.
    Herteliu, C.
    Hoang, C. L.
    Hole, M. K.
    Hossain, N.
    Hosseinzadeh, M.
    Hu, G.
    Islam, S. M. S.
    Jakovljevic, M.
    Jha, R. P.
    Jonas, J. B.
    Jozwiak, J. J.
    Kahsay, A.
    Kanchan, T.
    Karami, M.
    Kasaeian, A.
    Khader, Y. S.
    Khan, E. A.
    Khater, M. M.
    Kim, Y. J.
    Kimokoti, R. W.
    Kisa, A.
    Kochhar, S.
    Kosen, S.
    Koyanagi, A.
    Krishan, K.
    Defo, B. K.
    Kumar, G. A.
    Kumar, M.
    Lad, S. D.
    Lami, F. H.
    Lee, P. H.
    Levine, A. J.
    Li, S.
    Linn, S.
    Lodha, R.
    El Razek, H. M. A.
    Abd El Razek, M. M.
    Majdan, M.
    Majeed, A.
    Malekzadeh, R.
    Malta, D. C.
    Mamun, A. A.
    Mansournia, M. A.
    Martins-Melo, F. R.
    Masaka, A.
    Massenburg, B. B.
    Mayala, B. K.
    Mejia-Rodriguez, F.
    Melku, M.
    Mendoza, W.
    Mensah, G. A.
    Miazgowski, T.
    Miller, T. R.
    Mini, G. K.
    Mirrakhimov, E. M.
    Moazen, B.
    Darwesh, A. M.
    Mohammed, S.
    Mohebi, F.
    Mokdad, A. H.
    Moodley, Y.
    Moradi, G.
    Moradi-Lakeh, M.
    Moraga, P.
    Morrison, S. D.
    Mosser, J. F.
    Mousavi, S. M.
    Mueller, U. O.
    Murray, C. J. L.
    Mustafa, G.
    Naderi, M.
    Naghavi, M.
    Najafi, F.
    Nangia, V.
    Ndwandwe, D. E.
    Negoi, I.
    Ngunjiri, J. W.
    Nguyen, H. L. T.
    Nguyen, L. H.
    Nguyen, S. H.
    Nie, J.
    Nnaji, C. A.
    Noubiap, J. J.
    Shiadeh, M. N.
    Nyasulu, P. S.
    Ogbo, F. A.
    Olagunju, A. T.
    Olusanya, B. O.
    Olusanya, J. O.
    Ortiz-Panozo, E.
    Jönköping University, School of Health and Welfare. Center for Population Health Research, National Institute of Public Health, Cuernavaca, Mexico.
    Otstavnov, S. S.
    P. A, M.
    Pana, A.
    Pandey, A.
    Pati, S.
    Patil, S. T.
    Patton, G. C.
    Perico, N.
    Pigott, D. M.
    Pirsaheb, M.
    Piwoz, E. G.
    Postma, M. J.
    Pourshams, A.
    Prakash, S.
    Quintana, H.
    Radfar, A.
    Rafiei, A.
    Rahimi-Movaghar, V.
    Rai, R. K.
    Rajati, F.
    Rawaf, D. L.
    Rawaf, S.
    Rawat, R.
    Remuzzi, G.
    Renzaho, A. M. N.
    Rios-González, C.
    Roever, L.
    Ross, J. M.
    Rostami, A.
    Sadat, N.
    Safari, Y.
    Safdarian, M.
    Sahebkar, A.
    Salam, N.
    Salamati, P.
    Salimi, Y.
    Salimzadeh, H.
    Samy, A. M.
    Sartorius, B.
    Sathian, B.
    Schipp, M. F.
    Schwebel, D. C.
    Senbeta, A. M.
    Sepanlou, S. G.
    Shaikh, M. A.
    Levy, T. S.
    Shamsi, M.
    Sharafi, K.
    Sharma, R.
    Sheikh, A.
    Shil, A.
    Silva, D. A. S.
    Singh, J. A.
    Sinha, D. N.
    Soofi, M.
    Sudaryanto, A.
    Sufiyan, M. B.
    Tabarés-Seisdedos, R.
    Tadesse, B. T.
    Temsah, M. -H
    Terkawi, A. S.
    Tessema, Z. T.
    Thorne-Lyman, A. L.
    Tovani-Palone, M. R.
    Tran, B. X.
    Tran, K. B.
    Ullah, I.
    Uthman, O. A.
    Vaezghasemi, M.
    Vaezi, A.
    Valdez, P. R.
    Vanderheide, J.
    Veisani, Y.
    Violante, F. S.
    Vlassov, V.
    Vu, G. T.
    Vu, L. G.
    Waheed, Y.
    Walson, J. L.
    Wang, Y.
    Wang, Y. -P
    Wangia, E. N.
    Werdecker, A.
    Xu, G.
    Yamada, T.
    Yisma, E.
    Yonemoto, N.
    Younis, M. Z.
    Yousefifard, M.
    Yu, C.
    Zaman, S. B.
    Zamani, M.
    Zhang, Y.
    Kassebaum, N. J.
    Hay, S. I.
    Collaborators, Local Burden of Disease Child Growth Failure
    Mapping child growth failure across low- and middle-income countries2020In: Nature, ISSN 0028-0836, E-ISSN 1476-4687, Vol. 577, no 7789, p. 231-234Article in journal (Refereed)
    Abstract [en]

    Childhood malnutrition is associated with high morbidity and mortality globally1. Undernourished children are more likely to experience cognitive, physical, and metabolic developmental impairments that can lead to later cardiovascular disease, reduced intellectual ability and school attainment, and reduced economic productivity in adulthood2. Child growth failure (CGF), expressed as stunting, wasting, and underweight in children under five years of age (0–59 months), is a specific subset of undernutrition characterized by insufficient height or weight against age-specific growth reference standards3–5. The prevalence of stunting, wasting, or underweight in children under five is the proportion of children with a height-for-age, weight-for-height, or weight-for-age z-score, respectively, that is more than two standard deviations below the World Health Organization’s median growth reference standards for a healthy population6. Subnational estimates of CGF report substantial heterogeneity within countries, but are available primarily at the first administrative level (for example, states or provinces)7; the uneven geographical distribution of CGF has motivated further calls for assessments that can match the local scale of many public health programmes8. Building from our previous work mapping CGF in Africa9, here we provide the first, to our knowledge, mapped high-spatial-resolution estimates of CGF indicators from 2000 to 2017 across 105 low- and middle-income countries (LMICs), where 99% of affected children live1, aggregated to policy-relevant first and second (for example, districts or counties) administrative-level units and national levels. Despite remarkable declines over the study period, many LMICs remain far from the ambitious World Health Organization Global Nutrition Targets to reduce stunting by 40% and wasting to less than 5% by 2025. Large disparities in prevalence and progress exist across and within countries; our maps identify high-prevalence areas even within nations otherwise succeeding in reducing overall CGF prevalence. By highlighting where the highest-need populations reside, these geospatial estimates can support policy-makers in planning interventions that are adapted locally and in efficiently directing resources towards reducing CGF and its health implications.

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