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Record W3043862034 · doi:10.1016/s2214-109x(20)30230-8

Mapping geographical inequalities in oral rehydration therapy coverage in low-income and middle-income countries, 2000–17

2020· article· en· W3043862034 on OpenAlexfundno aff
Kirsten E. Wiens, Paulina A Lindstedt, Brigette F. Blacker, Kimberly B. Johnson, Mathew M Baumann, Lauren E. Schaeffer, Hedayat Abbastabar, Foad Abd-Allah, Ahmed Abdelalim, Ibrahim Abdollahpour, Kedir Hussein Abegaz, Ayenew Negesse Abejie, Lucas Guimarães Abreu, Michael R.M. Abrigo, Ahmed Abualhasan, Manfred Accrombessi, Dilaram Acharya, Maryam Adabi, Abdu A. Adamu, Oladimeji Adebayo, Rufus Adesoji Adedoyin, Victor Adekanmbi, Olatunji Adetokunboh, Beyene Meressa Adhena, Mohsen Afarideh, Sohail Ahmad, Keivan Ahmadi, Anwar E Ahmed, Muktar Beshir Ahmed, Rushdiá Ahmed, Temesgen Yihunie Akalu, Fares Alahdab, Ziyad Al‐Aly, Noore Alam, Genet Melak Alamene, Turki M Alanzi, Jacqueline Elizabeth Alcalde‐Rabanal, Beriwan Abdulqadir Ali, Mehran Alijanzadeh, Vahid Alipour, Syed Mohamed Aljunid, Ali Almasi, Amir Almasi‐Hashiani, Hesham M. Al‐Mekhlafi, Khalid A Altirkawi, Nelson Alvis‐Guzmán, Nelson J Alvis-Zakzuk, Arianna Maever L. Amit, Cătălina Liliana Andrei, Mina Anjomshoa, Amir Anoushiravani, Fereshteh Ansari, Carl Abelardo T Antonio, Benny Antony, Ernoiz Antriyandarti, Jalal Arabloo, Hany Aref, Olatunde Aremu, Bahram Armoon, Amit Arora, Afsaneh Arzani, Mehran Asadi-Aliabadi, Hagos Tasew Atalay, Seyyed Shamsadin Athari, Seyyede Masoume Athari, Sachin Atre, Marcel Ausloos, Nefsu Awoke, Beatriz Paulina Ayala Quintanilla, Getinet Ayano, Martin Amogre Ayanore, Yared Asmare Aynalem, Samad Azari, Peter Azzopardi, Ebrahim Babaee, Tesleem Kayode Babalola, Alaa Badawi, Mohan Bairwa, Shankar M Bakkannavar, Senthilkumar Balakrishnan, Ayele Geleto, Maciej Banach, Joseph Adel Mattar Banoub, Aleksandra Barać, Till Bärnighausen, Huda Basaleem, Sanjay Basu, Vo Dinh Bay, Mohsen Bayati, Estifanos Baye, Neeraj Bedi, Mahya Mahya Beheshti Beheshti, Masoud Behzadifar, Meysam Behzadifar, Bayu Begashaw Bekele, Yaschilal Muche Belayneh, Michellr L Bell, Derrick Bennett, Dessalegn Ajema Berbada, Robert S. Bernstein, Anusha Ganapati Bhat, Krittika Bhattacharyya, Suraj Bhattarai, Soumyadeep Bhaumik, Zulfiqar A Bhutta, Ali Bijani, Boris Bikbov, Binyam Minuye Birhane, Raaj Kishore Biswas, Somayeh Bohlouli, Hunduma Amensisa Bojia, Soufiane Boufous, Oliver J. Brady, Nicola Luigi Bragazzi, Andrey Briko, Н. И. Брико, Gabrielle B. Britton, Sharath Burugina Nagaraja, Reinhard Busse, Zahid A Butt, Luis LA Alberto Cámera, Ismael Campos‐Nonato, Jorge Cano, Josip Car, Rosario Cárdenas, Félix Carvalho, Carlos A Castañeda-Orjuela, Franz Castro, Wagaye Fentahun Chanie, Pranab Chatterjee, Vijay Kumar Chattu, Tesfaye Yitna Chichiabellu, Ken Lee Chin, Devasahayam Jesudas Christopher, Dinh‐Toi Chu, Natalie Maria Cormier, Vera Marisa Costa, Carlos Culquichicón, Matiwos Soboka, Giovanni Damiani, Lalit Dandona, Rakhi Dandona, Anh Kim Dang, Aso Mohammad Darwesh, Amira Hamed Darwish, Ahmad Daryani, Jai K Das, Rajat Das Gupta, Aditya Prasad Dash, Gail Davey, Claudio Alberto Dávila-Cervantes, Adrian Davis, Dragoş Virgil Daviţoiu, Fernando de la Hoz, Asmamaw Demis, Dereje Bayissa Demissie, Getu Debalkie Demissie, Gebre Teklemariam Demoz, Edgar Denova‐Gutiérrez, Kebede Deribe, Assefa Desalew, Aniruddha Deshpande, Samath Dhamminda Dharmaratne, Preeti Dhillon, Meghnath Dhimal, Govinda Prasad Dhungana, Daniel Díaz, Isaac Oluwafemi Dipeolu, Shirin Djalalinia, Kerrie Doyle, Eleonora Dubljanin, Bereket Duko, André Rodrigues Durães, Mohammad Ebrahimi Kalan, Hisham Atan Edinur, Andem Effiong, Aziz Eftekhari, Nevine El Nahas, Iman El Sayed, Maysaa El Sayed Zaki, Maha El Tantawi, Teshome Bekele Elema, Hala Rashad Elhabashy, Shaimaa I El-Jaafary, Hajer Elkout, Aisha Elsharkawy, Iqbal Elyazar, Aklilu Endalamaw, Daniel Adane Endalew, Sharareh Eskandarieh, Alireza Esteghamati, Sadaf Esteghamati, Arash Etemadi, Oluchi Ezekannagha, Mohammad Fareed, Roghiyeh Faridnia, Farshad Farzadfar, Mehdi Fazlzadeh, Valery L. Feigin, Seyed-Mohammad Fereshtehnejad, Eduarda Fernandes, Irina Filip, Florian Fischer, Nataliya A Foigt, Morẹ́nikẹ́ Oluwátóyìn Foláyan, Masoud Foroutan, Richard C. Franklin, Takeshi Fukumoto, Mohamed M. Gad, Reta Tsegaye, Teshome Gebre, Ketema Bizuwork Gebremedhin, Gebreamlak Gebremedhn Gebremeskel, Hailay Abrha Gesesew, Kebede Embaye Gezae, Keyghobad Ghadiri, Ahmad Ghashghaee, Pramesh Raj Ghimire, Paramjit Gill, Tiffany K Gill, Themba G. Ginindza, Nelson G. M. Gomes, Sameer Vali Gopalani, Alessandra C. Goulart, Bárbara Niegia Garcia de Goulart, Ayman Grada, Mohammed Ibrahim Mohialdeen Gubari, H. C. Gugnani, Davide Guido, Rafael Alves Guimarães, Yuming Guo, Nima Hafezi‐Nejad, Dessalegn Haile, Gessessew Bugssa Hailu, Arvin Haj‐Mirzaian, Arya Haj‐Mirzaian, Randah R Hamadeh, Samer Hamidi, Demelash Woldeyohannes Handiso, Hamidreza Haririan, Ninuk Hariyani, Ahmed I Hasaballah, Md. Mehedi Hasan, Edris Hasanpoor, Amir Hasanzadeh, Hadi Hassankhani, Hamid Yimam Hassen, Mohamed Hegazy, Behzad Heibati, Behnam Heidari, Delia Hendrie, Nathaniel J Henry, Claudiu Herţeliu, Fatemeh Heydarpour, Hagos Degefa de Hidru I, Thomas R. Hird, Chi Linh Hoang, Enayatollah Homaie Rad, Praveen Hoogar, Mohammad Hoseini, Naznin Hossain, Mostafa Hosseini, Mehdi Hosseinzadeh, Mowafa Househ, Mohamed Hsaïri, Guoqing Hu, Mohammedaman Mama, Segun Emmanuel Ibitoye, Ehimario Igumbor, Olayinka Stephen Ilesanmi, Milena Ilić, Mohammad Hasan Imani-Nasab, Usman Iqbal, Seyed Sina Naghibi Irvani, Sheikh Mohammed Shariful Islam, Chinwe Juliana Iwu, Neda Izadi, Anelisa Jaca, Nader Jahanmehr, Mihajlo Jakovljević, Amir Jalali, Achala Upendra Jayatilleke, Ravi Prakash Jha, Vivekanand Jha, John S. Ji, Jost B. Jonas, Jacek Jerzy Jozwiak, Ali Kabir, Zubair Kabir, Amaha Kahsay, Hamed Kalani, Tanuj Kanchan, Behzad Karami Matin, André Karch, Mohd Anisul Karim, Hamidreza Karimi‐Sari, Surendra Karki, Amir Kasaeian, Gebremicheal Gebreslassie Kasahun, Yawukal Chane Kasahun, Habtamu Kebebe Kasaye, Gebrehiwot G Kassa, Getachew Mullu Kassa, Gbenga A Kayode, Ali Kazemi Karyani, Mihiretu Kebede, Peter Njenga Keiyoro, Abraham Getachew Kelbore, André Pascal Kengne, Daniel Bekele Ketema, Yousef Khader, Morteza Abdullatif Khafaie, Nauman Khalid, Rovshan Khalilov, Ejaz Ahmad Khan, Junaid Khan, Md Nuruzzaman Khan, Muhammad Shahzeb Khan, Khaled Khatab, Amir M Khater, Mona M Khater, Maryam Khayamzadeh, Mohammad Khazaei, Salman Khazaei, Mohammad Hossein Khosravi, Jagdish Khubchandani, Ali Kiadaliri, Yun Jin Kim, Ruth W Kimokoti, Adnan Kısa, Sezer Kısa, Niranjan Kissoon, KM Shivakumar, Sonali Kochhar, Tufa Kolola, Hamidreza Komaki, Soewarta Kosen, Parvaiz A Koul, Ai Koyanagi, Moritz U. G. Kraemer, Kewal Krishan, Nuworza Kugbey, G Anil Kumar, Manasi Kumar, Pushpendra Kumar, Vivek Kumar, Dian Kusuma, Carlo La Vecchia, Ben Lacey, Sheetal D Lad, Felix Lam, Faris Lami, Prabhat Lamichhane, Van Charles Lansingh, Savita Lasrado, Avula Laxmaiah, Paul H. Lee, Kate E LeGrand, Mostafa Leili, Tsegaye Lolaso Lenjebo, Cheru Tesema Leshargie, Aubrey J. Levine, Shanshan Li, Shai Linn, Shiwei Liu, Simin Liu, Rakesh Lodha, Joshua Longbottom, Alan D Lopez, Hassan Magdy Abd El Razek, Muhammed Magdy Abd El Razek, D. Prasad, Phetole Walter Mahasha, Narayan Bahadur Mahotra, Azeem Majeed, Reza Malekzadeh, Déborah Carvalho Malta, Abdullah Al Mamun, Navid Manafi, Ana Laura Manda, Narendar Dawani Dawanu Manohar, Mohammad Alì Mansournia, Chabila Christopher Mapoma, Joemer C Maravilla, Gabriel Martínez, Santi Martini, Francisco Rogerlândio Martins‐Melo, Anthony Masaka, Benjamin B. Massenburg, Manu Raj Mathur, Benjamin K. Mayala, Mohsen Mazidi, Colm McAlinden, Birhanu Geta Meharie, Man Mohan Mehndiratta, Kala M. Mehta, Tefera Chane Mekonnen, Gebrekiros Gebremichael Meles, Peter Memiah, Ziad A. Memish, Walter Mendoza, Ritesh G. Menezes, Seid Tiku Mereta, Tuomo J Meretoja, Tomislav Meštrović, Bartosz Miazgowski, Kebadnew Mulatu, Ted R. Miller, GK Mini, Erkin М Мirrakhimov, Babak Moazen, Bahram Mohajer, Amjad Mohamadi Bolbanabad, Dara K. Mohammad, Karzan Abdulmuhsin Mohammad, Yousef Mohammad, Naser Mohammad Gholi Mezerji, Roghayeh Mohammadibakhsh, Noushin Mohammadifard, Jemal Mohammed, Shafiu Mohammed, Farnam Mohebi, Ali H. Mokdad, Mariam Molokhia, Lorenzo Monasta, Yoshan Moodley, Catrin E. Moore, Ghobad Moradi, Masoud Moradi, Mohammad Moradi-Joo, Maziar Moradi‐Lakeh, Paula Moraga, Linda Morales, Ilais Moreno Velásquez, Abbas Mosapour, Simin Mouodi, Seyyed Meysam Mousavi, Miliva Mozaffor, Kindie Fentahun Muchie, Getahun Fentaw Mulaw, Sandra B. Munro, Moses Muriithi, Christopher J L Murray, GVS Murthy, Kamarul Imran Musa, Ghulam Mustafa, Muthupandian Saravanan, Ashraf Nabhan, Mehdi Naderi, Ahamarshan Jayaraman Nagarajan, Kovin Naidoo, Gurudatta Naik, Farid Najafi, Vinay Nangia, Jobert Richie Nansseu, Bruno Ramos Nascimento, Javad Nazari, Duduzile Ndwandwe, Ionuţ Negoi, Henok Biresaw Netsere, Josephine W Ngunjiri, Cuong Tat Nguyen, Huong Lan Thi Nguyen, Trang Huyen Nguyen, Dabere Nigatu, Solomon Gedlu Nigatu, Dina Nur Anggraini Ningrum, Chukwudi A Nnaji, Marzieh Nojomi, Vuong Minh Nong, Ole Frithjof Norheim, Jean Jacques Noubiap, Soraya Nouraei Motlagh, Bogdan Oancea, Okechukwu S. Ogah, Felix Akpojene Ogbo, In‐Hwan Oh, Andrew T Olagunju, Tinuke O Olagunju, Bolajoko O. Olusanya, Jacob Olusegun Olusanya, Obinna Onwujekwe, Eyal Oren, Doris V Ortega-Altamirano, Osayomwanbo Osarenotor, Frank Osei, Mayowa Owolabi, P A Mahesh, Jagadish Rao Padubidri, Smita Pakhalé, Sangram Kishor Patel, Ángel Paternina‐Caicedo, Ashish Pathak, George Patton, Deepak Paudel, Kebreab Paulos, Veincent Christian Filipino Pepito, Alexandre C. Pereira, Norberto Perico, Aslam Pervaiz, Júlia Moreira Pescarini, Bakhtiar Piroozi, Meghdad Pirsaheb, Maarten J. Postma, Hadi Pourjafar, Farshad Pourmalek, Akram Pourshams, Hossein Poustchi, Sergio I. Prada, Narayan Prasad, Liliana Preoțescu, Hedley Quintana, Navid Rabiee, Amir Radfar, Alireza Rafiei, Fakher Rahim, Afarin Rahimi‐Movaghar, Vafa Rahimi‐Movaghar, Mohammad Hifz Ur Rahman, Muhammad Aziz Rahman, Md. Shafiur Rahman, Fatemeh Rajati, Chhabi Lal Ranabhat, Davide Rasella, David Laith Rawaf, Salman Rawaf, Lal Rawal, Wasiq Faraz Rawasia, Vishnu Renjith, André M. N. Renzaho, Serge Resnikoff, Melese Abate Reta, Negar Rezaei, Mohammad Sadegh Rezai, Seyed Mohammad Riahi, Ana Isabel Ribeiro, Jennifer Rickard, María Jesús Ríos-Blancas, Leonardo Roever, Luca Ronfani, Elias Merdassa Roro, Jennifer M. Ross, Enrico Rubagotti, Salvatore Rubino, Anas M. Saad, Yogesh Sabde, Siamak Sabour, Ehsan Sadeghi, Yahya Safari, Roya Safari‐Faramani, Rajesh Sagar, Amirhossein Sahebkar, Mohammad Ali Sahraian, S. Mohammad Sajadi, Mohammad Reza Salahshoor, Nasir Salam, Hosni Salem, Marwa Rashad Salem, Yahya Salimi, Hamideh Salimzadeh, Abdallah M Samy, Juan Sanabria, Milena M Santric-Milicevic, Bruno Piassi Sâo José, Sivan Yegnanarayana Iyer Saraswathy, Kaushik Sarkar, Abdur Razzaque Sarker, Nizal Sarrafzadegan, Benn Sartorius, Brijesh Sathian, Thirunavukkarasu Sathish, Monika Sawhney, Sonia Saxena, David C. Schwebel, Anbissa Muleta Senbeta, Subramanian Senthilkumaran, Sadaf G Sepanlou, Edson Serván‐Mori, Hosein Shabaninejad, Azadeh Shafieesabet, Masood Ali Shaikh, Ali Shalash, Seifadin Ahmed Shallo, Mehran Shams-Beyranvand, Mohammad Bagher Shamsi, Morteza Shamsizadeh, Mohammed Shannawaz, Kiomars Sharafi, Hamid Sharifi, Hatem Shehata, Aziz Sheikh, B. Suresh Kumar Shetty, Kenji Shibuya, Wondimeneh Shibabaw Shiferaw, Desalegn Markos Shifti, Mika Shigematsu, Jae Il Shin, Rahman Shiri, Reza Shirkoohi, Soraya Siabani, Tariq Jamal Siddiqi, Diego Augusto Santos Silva, Ambrish Singh, Jasvinder A. Singh, Narinder Pal Singh, Virendra Singh, Malede Mequanent Sisay, Eirini Skiadaresi, Mohammad Reza Sobhiyeh, Anton Sokhan, Shahin Soltani, Ranjani Somayaji, Moslem Soofi, Muluken Bekele Sorrie, Ireneous N Soyiri, Chandrashekhar T Sreeramareddy, Agus Sudaryanto, Mu’awiyyah Babale Sufiyan, Hafiz Ansar Rasul Suleria, Marufa Sultana, Bruno Sunguya, Bryan L. Sykes, Rafael Tabarés‐Seisdedos, Takahiro Tabuchi, Degena Bahrey Tadesse, Ingan Ukur Tarigan, Aberash Abay Tasew, Yibekal Manaye Tefera, Merhawi Gebremedhin Tekle, Mohamad‐Hani Temsah, Berhe Etsay Tesfay, Fisaha Haile Tesfay, Zemenu Tadesse Tessema, Nihal Thomas, Alemayehu Toma, Roman Topór-Mądry, Marcos Roberto Roberto Tovani-Palone, Eugenio Traini, Bach Xuan Tran, Khanh Bao Tran, Irfan Ullah, Bhaskaran Unnikrishnan, Muhammad Usman, Benjamin Uzochukwu, Pascual Valdéz, Santosh Varughese, Francesco Saverio Violante, Sebastián Vollmer, Feleke Gebremeskel W hawariat, Yasir Waheed, Mitchell T. Wallin, Yafeng Wang, Yuan‐Pang Wang, Marcia R. Weaver, Bedilu Girma Weji, Catherine A. Welgan, Andrea Werdecker, Ronny Westerman, Taweewat Wiangkham, Charles Shey Wiysonge, Haileab Fekadu Wolde, Dawit Zewdu Wondafrash, Tewodros Eshete Wonde, Getasew Taddesse Worku, Aimin Wu, Gelin Xu, Ali Yadollahpour, Seyed Hossein Yahyazadeh Jabbari, Tomohide Yamada, Hiroshi Yatsuya, Alex Yeshaneh, Christopher Sabo Yilgwan, Mekdes Tigistu Yilma, Paul Yip, Engida Yisma, Naohiro Yonemoto, Seok‐Jun Yoon, Mustafa Z Younis, Mahmoud Yousefifard, Hebat-Allah Salah A. Yousof, Chuanhua Yu, Hasan Yusefzadeh, Siddhesh Zadey, Zoubida Zaidi, Sojib Bin Zaman, Mohammad Zamani, Hamed Zandian, Nejimu Biza Zepro, Taddese Alemu Zerfu, Yunquan Zhang, Xiu‐Ju Zhao, Arash Ziapour, Sanjay Zodpey, Yves Miel H Zuñiga, Simon I Hay, Robert C. Reiner

Bibliographic record

VenueThe Lancet Global Health · 2020
Typearticle
Languageen
FieldNursing
TopicChild Nutrition and Water Access
Canadian institutionsnot available
FundersEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentNIH Clinical CenterFogarty International CenterNational Institute of Allergy and Infectious DiseasesNational Institute on AgingPediatric Infectious Diseases Research Center, Tehran University of Medical Sciences and Health ServicesResearch Management Centre, International Islamic University MalaysiaNIHR Oxford Biomedical Research CentreCentre for Heart Rhythm Disorders, University of AdelaideCenter for International HealthResearch Institute for Endocrine Sciences, Shahid Beheshti University of Medical SciencesGuy's and St Thomas' NHS Foundation TrustFundação para a Ciência e a TecnologiaNational Health and Medical Research CouncilMedical Research CouncilĐại học Quốc gia Hà NộiSchool of Public Health and Family Medicine, University of Cape TownMcDonnell Center for Systems NeuroscienceInjury Prevention Research CenterWolkite UniversityUniversity of Health and Allied SciencesAdigrat UniversityAlfaisal UniversityLaboratório Associado para a Química VerdeNational Cancer InstituteAmbo UniversityMahatma Gandhi UniversityARC Centre of Excellence for Children and Families over the Life CourseDuke Kunshan UniversitySamara UniversityBaker Heart and Diabetes InstituteI.M. Sechenov First Moscow State Medical UniversityKurdistan University Of Medical SciencesRazi Vaccine and Serum Research InstituteNational Institute of Child Health and Human DevelopmentLorestan University of Medical SciencesSouthern University of Science and TechnologyAlborz University of Medical SciencesUniversity Of Nigeria NsukkaAlexandria UniversityHawassa UniversityMekelle UniversityMansoura UniversityInternational Centre for Diarrhoeal Disease Research, BangladeshGeorge Institute for Global HealthUniversity of PeradeniyaXiamen UniversityNSW Ministry of HealthUniwersytet OpolskiUniversitas AirlanggaTanta UniversityNIHR Great Ormond Street Hospital Biomedical Research CentreZanjan University of Medical SciencesUniversity of GondarUniversitas Sebelas MaretLeibniz-GemeinschaftUniversity of SulaimaniUniversity of the PhilippinesUniversidade Federal de Minas GeraisSecretaria Nacional de Ciencia y TecnologíaTarbiat Modares UniversityYasuj University of Medical SciencesUniversity of Cape TownWachemo UniversityUniversidade Federal de Santa CatarinaUniversidade do PortoCentro de Investigación Biomédica en Red de Salud MentalGolestan University of Medical SciencesUniversitatea de Medicină şi Farmacie "Carol Davila" BucureştiShahid Beheshti University of Medical SciencesChinese Center for Disease Control and PreventionOulun YliopistoUniversidade Federal de GoiásUniversidad Nacional Autónoma de MéxicoMenzies Institute for Medical ResearchBabol University of Medical SciencesBirjand University of Medical SciencesUniversity of South CarolinaQazvin University of Medical SciencesSwinburne University of TechnologyGuilan University of Medical SciencesUniversitair Medisch Centrum GroningenMinistry of Health and Medical EducationHaramaya UniversityInstitute for Research in Fundamental SciencesInyuvesi Yakwazulu-NataliUniversity College LondonUniversiti Kebangsaan MalaysiaKuwait UniversityTabriz University of Medical SciencesEuropean Regional Development FundKarolinska InstitutetConselho Nacional de Desenvolvimento Científico e TecnológicoDepartment of Global Health and Population, Harvard T.H. Chan School of Public HealthImam Abdulrahman Bin Faisal UniversityUniversity of the Western CapeUniversitair Ziekenhuis AntwerpenFundación Valle del LiliSecretaría Nacional de Ciencia, Tecnología e InnovaciónCairo UniversityLunds UniversitetDalhousie UniversityUniversidad Nacional de ColombiaBill and Melinda Gates FoundationInstitució Catalana de Recerca i Estudis AvançatsFederation University AustraliaUniversity of HaifaSistema Nacional de InvestigadoresNational Institutes of HealthWollega UniversityBanaras Hindu UniversityIslamic Azad UniversityKyung Hee UniversityYonsei UniversityRijksuniversiteit GroningenSharif University of TechnologyDuke Global Health Institute, Duke UniversityMinistry of Education, Science and TechnologyUniversitetet i BergenMinistarstvo Prosvete, Nauke i Tehnološkog RazvojaOttawa Hospital Research InstituteKing Saud UniversityFakultet Medicinskih Nauka, Univerziteta U KragujevcuShiraz University of Medical SciencesAin Shams UniversityBundesministerium für Bildung und ForschungFundação Oswaldo CruzCoordenação de Aperfeiçoamento de Pessoal de Nível SuperiorCochrane South AfricaUniversity of TorontoImperial College LondonPublic Health EnglandUniversity of TwenteJames Cook UniversityUniversiti Sains MalaysiaCurtin University of TechnologyUniversity of South AustraliaDebre Tabor UniversityUniversiteit UtrechtFlinders UniversityAutoritatea Natională pentru Cercetare StiintificăUniversity of New South WalesKermanshah University of Medical SciencesHelsingin YliopistoRMIT UniversityDeakin UniversityEli Lilly and CompanyPublic Health AgencyAuckland University of Technology, New ZealandFundação de Amparo à Pesquisa do Estado de Minas GeraisNanyang Technological UniversityUniversidad Autónoma MetropolitanaDepartment of Science and Technology, Ministry of Science and Technology, IndiaUniversidad Autónoma de SinaloaUniversity of PretoriaKaiser PermanenteLondon South Bank UniversityIstituto di Ricerche Farmacologiche Mario Negri - IRCCSNational Heart Foundation of AustraliaUniversity of CalcuttaUniversidad ICESINational Research FoundationCardiff UniversityBaki Dövlət UniversitetiAhmadu Bello UniversityEuropean CommissionWestern Sydney UniversityBrown UniversityCouncil for the Development of Social Science Research in AfricaUniversitas Negeri SemarangSydney Medical SchoolNewcastle UniversityUniversity Grants CommissionWestfälische Wilhelms-Universität MünsterIndian Council of Medical ResearchJohns Hopkins UniversityUniversity of WarwickUniversità degli Studi di SassariMcMaster UniversityUniversity of LeicesterDepartment of Health and Social CareUniversity of QueenslandManipal Academy of Higher EducationNational Institute for Health and Care ResearchUniversidade de São PauloTechnische Universität BerlinUniversity of Health Sciences LahoreShiraz UniversityKing's College LondonJordan University of Science and TechnologyHamad Bin Khalifa UniversityBrien Holden Vision InstituteKrishna Institute Of Medical Sciences Deemed To Be UniversityRoyal College of Surgeons in IrelandSouth African Medical Research CouncilMashhad University of Medical SciencesAlexander von Humboldt-StiftungTribhuvan UniversityUniversity of EmbuBinzhou Medical UniversityUniwersytet ŁódzkiMaragheh University of Medical SciencesUniversiteit StellenboschCancer Research InstituteU.S. Department of Veterans AffairsUnited Nations Population FundRafsanjan University of Medical SciencesDepartment of Science and Innovation, South AfricaDivision of Mathematical SciencesAksum UniversityBauman Moscow State Technical UniversityPublic Health Foundation of IndiaKhalifa University of Science, Technology and ResearchUniversity of OttawaNational Authority for Scientific Research and InnovationMadda Walabu UniversityPublic Health Agency of CanadaKerman University of Medical SciencesTrường Đại học Duy TânChandigarh UniversityWellcome TrustQueensland HealthBahir Dar UniversityUniversity of Oklahoma Health Sciences CenterSheffield Hallam UniversityCase Western Reserve UniversityHamadan University of Medical SciencesSouth Australian Health and Medical Research InstituteUniversity of TabrizUnitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si InovariiUniversity of OxfordAhvaz Jundishapur University of Medical SciencesGriffith UniversityJazan UniversityBurnet InstituteUniversity of BathYale UniversityJimma UniversityHarvard UniversityDeutsches KrebsforschungszentrumUniversity of BaghdadBournemouth UniversityUniversity of WaterlooUniversity of TasmaniaDirectorate for Biological SciencesDebre Markos UniversityUniversity of Central FloridaDongguk UniversityDebreceni EgyetemBritish Heart FoundationInternational Trachoma InitiativeIran University of Medical SciencesArak University of Medical SciencesBrigham and Women's HospitalTulane UniversityPomorski Uniwersytet Medyczny W SzczecinieUniversità degli Studi di MilanoAteneo de Manila UniversityUniversity of ZanjanUniversity of WashingtonUniversity of South FloridaUniversity of MinnesotaFlorida International UniversityHamad Medical CorporationUniversità degli Studi di GenovaIsfahan University of Medical SciencesInstituto de Salud Carlos IIISan Diego State UniversityTehran University of Medical Sciences and Health ServicesUniversity of Technology SydneyYork UniversityTaipei Medical UniversityUniversitatea din BucureștiUniversity College CorkCleveland ClinicCentral University of TechnologyEmory UniversityMinistério da Ciência, Tecnologia e Ensino SuperiorAddis Ababa UniversityBall State UniversityUniversitas IndonesiaSalahaddin University-ErbilTrường Đại học Nguyễn Tất ThànhSanjay Gandhi Postgraduate Institute of Medical SciencesKatolicki Uniwersytet Lubelski Jana Pawla IIMazandaran University of Medical SciencesStudent Research Committee, Tabriz University of Medical SciencesFrankfurt University of Applied SciencesLa Trobe UniversityUniversity of ColomboUniversidade Federal do Rio Grande do SulCentral South UniversityArabian Gulf UniversityFoundation for Advancement of International Medical Education and ResearchKasturba Medical College, ManipalBirmingham City UniversityUniversity of OklahomaCenter for Stroke Research BerlinMonash UniversityWashington University in St. Louis
KeywordsPercentileMedicineLow and middle income countriesDemographyInequalityChild mortalityOral rehydration therapyHigh income countriesEnvironmental healthGeographyGeospatial analysisDeveloping countryPopulationHealth servicesStatisticsEconomic growthEconomicsCartography

Abstract

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BACKGROUND: Oral rehydration solution (ORS) is a form of oral rehydration therapy (ORT) for diarrhoea that has the potential to drastically reduce child mortality; yet, according to UNICEF estimates, less than half of children younger than 5 years with diarrhoea in low-income and middle-income countries (LMICs) received ORS in 2016. A variety of recommended home fluids (RHF) exist as alternative forms of ORT; however, it is unclear whether RHF prevent child mortality. Previous studies have shown considerable variation between countries in ORS and RHF use, but subnational variation is unknown. This study aims to produce high-resolution geospatial estimates of relative and absolute coverage of ORS, RHF, and ORT (use of either ORS or RHF) in LMICs. METHODS: We used a Bayesian geostatistical model including 15 spatial covariates and data from 385 household surveys across 94 LMICs to estimate annual proportions of children younger than 5 years of age with diarrhoea who received ORS or RHF (or both) on continuous continent-wide surfaces in 2000-17, and aggregated results to policy-relevant administrative units. Additionally, we analysed geographical inequality in coverage across administrative units and estimated the number of diarrhoeal deaths averted by increased coverage over the study period. Uncertainty in the mean coverage estimates was calculated by taking 250 draws from the posterior joint distribution of the model and creating uncertainty intervals (UIs) with the 2·5th and 97·5th percentiles of those 250 draws. FINDINGS: While ORS use among children with diarrhoea increased in some countries from 2000 to 2017, coverage remained below 50% in the majority (62·6%; 12 417 of 19 823) of second administrative-level units and an estimated 6 519 000 children (95% UI 5 254 000-7 733 000) with diarrhoea were not treated with any form of ORT in 2017. Increases in ORS use corresponded with declines in RHF in many locations, resulting in relatively constant overall ORT coverage from 2000 to 2017. Although ORS was uniformly distributed subnationally in some countries, within-country geographical inequalities persisted in others; 11 countries had at least a 50% difference in one of their units compared with the country mean. Increases in ORS use over time were correlated with declines in RHF use and in diarrhoeal mortality in many locations, and an estimated 52 230 diarrhoeal deaths (36 910-68 860) were averted by scaling up of ORS coverage between 2000 and 2017. Finally, we identified key subnational areas in Colombia, Nigeria, and Sudan as examples of where diarrhoeal mortality remains higher than average, while ORS coverage remains lower than average. INTERPRETATION: To our knowledge, this study is the first to produce and map subnational estimates of ORS, RHF, and ORT coverage and attributable child diarrhoeal deaths across LMICs from 2000 to 2017, allowing for tracking progress over time. Our novel results, combined with detailed subnational estimates of diarrhoeal morbidity and mortality, can support subnational needs assessments aimed at furthering policy makers' understanding of within-country disparities. Over 50 years after the discovery that led to this simple, cheap, and life-saving therapy, large gains in reducing mortality could still be made by reducing geographical inequalities in ORS coverage. FUNDING: Bill & Melinda Gates Foundation.

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Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.082
Threshold uncertainty score0.558

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.044
GPT teacher head0.322
Teacher spread0.278 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations46
Published2020
Admission routes1
Has abstractyes

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