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Record W3071879207 · doi:10.1016/s2214-109x(20)30278-3

Mapping geographical inequalities in access to drinking water and sanitation facilities in low-income and middle-income countries, 2000–17

2020· article· en· W3071879207 on OpenAlex
Aniruddha Deshpande, Molly K. Miller-Petrie, Paulina A Lindstedt, Mathew M Baumann, Kimberly B. Johnson, Brigette F. Blacker, 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, Abdu A. Adamu, Oladimeji Adebayo, Isaac Akinkunmi Adedeji, Rufus Adesoji Adedoyin, Victor Adekanmbi, Olatunji Adetokunboh, Tara Ballav Adhikari, Mohsen Afarideh, Marcela Agudelo‐Botero, Mehdi Ahmadi, Keivan Ahmadi, Muktar Beshir Ahmed, Anwar E Ahmed, Temesgen Yihunie Akalu, A. S. Akanda, Fares Alahdab, Ziyad Al‐Aly, Noore Alam, Genet Melak Alamene, Turki M Alanzi, James Albright, Ammar Albujeer, Jacqueline Elizabeth Alcalde‐Rabanal, Animut Alebel, Zewdie Aderaw Alemu, Muhammad 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, Gianna Gayle Herrera Amul, Cătălina Liliana Andrei, Mina Anjomshoa, Ansariadi Ansariadi, Carl Abelardo T Antonio, Benny Antony, Ernoiz Antriyandarti, Jalal Arabloo, Hany Aref, Olatunde Aremu, Bahram Armoon, Amit Arora, Afsaneh Arzani, Mehran Asadi-Aliabadi, Daniel Asmelash, Hagos Tasew Atalay, Seyyede Masoume Athari, Seyyed Shamsadin Athari, Sachin Atre, Marcel Ausloos, Shally Awasthi, Nefsu Awoke, Beatriz Paulina Ayala Quintanilla, Getinet Ayano, Martin Amogre Ayanore, Yared Asmare Aynalem, Samad Azari, Andrew S. Azman, Ebrahim Babaee, Alaa Badawi, Mojtaba Bagherzadeh, Shankar M Bakkannavar, Senthilkumar Balakrishnan, Maciej Banach, Joseph Adel Mattar Banoub, Aleksandra Barać, Miguel A. Barboza, Till Bärnighausen, Sanjay Basu, Vo Dinh Bay, Mohsen Bayati, Neeraj Bedi, Mahya Beheshti, Masoud Behzadifar, Diana Fernanda Bejarano Ramírez, Michelle L. Bell, Derrick Bennett, Habib Benzian, Dessalegn Ajema Berbada, Robert S. Bernstein, Anusha Ganapati Bhat, Krittika Bhattacharyya, Soumyadeep Bhaumik, Zulfiqar A Bhutta, Ali Bijani, Boris Bikbov, Muhammad Shahdaat Bin Sayeed, Raaj Kishore Biswas, Somayeh Bohlouli, Soufiane Boufous, Oliver J. Brady, Andrey Briko, Н. И. Брико, Gabrielle B. Britton, Alexandria Brown, Sharath Burugina Nagaraja, Zahid A Butt, Luis Alberto Cámera, Ismael Campos‐Nonato, Julio César Campuzano, Jorge Cano, Josip Car, Rosario Cárdenas, Félix Carvalho, Carlos A Castañeda-Orjuela, Franz Castro, Ester Cerin, Binaya Chalise, Vijay Kumar Chattu, Ken Lee Chin, Devasahayam Jesudas Christopher, Dinh‐Toi Chu, Natalie Maria Cormier, Vera Marisa Costa, Elizabeth A. Cromwell, Abel Fekadu Dadi, Tukur Dahiru, Saad M A Dahlawi, Rakhi Dandona, Lalit Dandona, Anh Kim Dang, Farah Daoud, Aso Mohammad Darwesh, Amira Hamed Darwish, Ahmad Daryani, Jai K Das, Rajat Das Gupta, Aditya Prasad Dash, Claudio Alberto Dávila-Cervantes, Nicole Davis Weaver, Fernando de la Hoz, Jan‐Walter De Neve, Dereje Bayissa Demissie, Gebre Teklemariam Demoz, Edgar Denova‐Gutiérrez, Kebede Deribe, Assefa Desalew, Samath Dhamminda Dharmaratne, Preeti Dhillon, Meghnath Dhimal, Govinda Prasad Dhungana, Daniel Díaz, Isaac Oluwafemi Dipeolu, Hoa Do, Christiane Dolecek, Kerrie Doyle, Eleonora Dubljanin, André Rodrigues Durães, Hisham Atan Edinur, Andem Effiong, Aziz Eftekhari, Nevine El Nahas, Maysaa El Sayed Zaki, Maha El Tantawi, Hala Rashad Elhabashy, Shaimaa I El-Jaafary, Ziad El‐Khatib, Hajer Elkout, Aisha Elsharkawy, Shymaa Enany, Daniel Adane Endalew, Babak Eshrati, Sharareh Eskandarieh, Arash Etemadi, Oluchi Ezekannagha, Emerito Jose A Faraon, Mohammad Fareed, André Faro, Farshad Farzadfar, Alebachew Fasil, Mehdi Fazlzadeh, Valery L. Feigin, Wubalem Fekadu, Netsanet Fentahun, Seyed-Mohammad Fereshtehnejad, Eduarda Fernandes, Irina Filip, Florian Fischer, Carsten Flohr, Nataliya A Foigt, Morẹ́nikẹ́ Oluwátóyìn Foláyan, Masoud Foroutan, Richard C. Franklin, Joseph Frostad, Takeshi Fukumoto, Mohamed Gad, Gregory M Garcia, Augustine Mwangi Gatotoh, Ketema Bizuwork Gebremedhin, Yilma Chisha Dea Geramo, Hailay Abrha Gesesew, Kebede Embaye Gezae, Ahmad Ghashghaee, Farzaneh Ghazi Sherbaf, Tiffany K Gill, Paramjit Gill, Themba G. Ginindza, Alem Girmay, Zemichael Gizaw, Amador Goodridge, Sameer Vali Gopalani, Bárbara Niegia Garcia de Goulart, Alessandra C. Goulart, Ayman Grada, Manfred S. Green, Mohammed Ibrahim Mohialdeen Gubari, H. C. Gugnani, Davide Guido, Rafael Alves Guimarães, Yuming Guo, Rahul Gupta, Giang Hai Ha, Juanita A. Haagsma, Nima Hafezi‐Nejad, Dessalegn Haile, Michael Tamene Haile, Brian J. Hall, Samer Hamidi, Demelash Woldeyohannes Handiso, Hamidreza Haririan, Ninuk Hariyani, Ahmed I Hasaballah, Md. Mehedi Hasan, Amir Hasanzadeh, Hamid Yimam Hassen, Desta Haftu, Mohamed Hegazy, Behzad Heibati, Behnam Heidari, Delia Hendrie, Andualem Henok, Claudiu Herţeliu, Fatemeh Heydarpour, Hagos Degefa Hidru, Thomas R. Hird, Chi Linh Hoang, Gillian Hollerich, Praveen Hoogar, Naznin Hossain, Mehdi Hosseinzadeh, Mowafa Househ, Guoqing Hu, Ayesha Humayun, Syed Ather Hussain, Mamusha Aman Hussen, Segun Emmanuel Ibitoye, Olayinka Stephen Ilesanmi, Milena Ilić, Mohammad Hasan Imani-Nasab, Usman Iqbal, Seyed Sina Naghibi Irvani, Sheikh Mohammed Shariful Islam, Rebecca Ivers, Chinwe Juliana Iwu, Nader Jahanmehr, Mihajlo Jakovljević, Amir Jalali, Achala Upendra Jayatilleke, Ensiyeh Jenabi, Ravi Prakash Jha, Vivekanand Jha, John S. Ji, Jost B. Jonas, Jacek Jerzy Jozwiak, Ali Kabir, Zubair Kabir, Tanuj Kanchan, André Karch, Surendra Karki, Amir Kasaeian, Gebremicheal Gebreslassie Kasahun, Habtamu Kebebe Kasaye, Gebrehiwot G Kassa, Getachew Mullu Kassa, Gbenga A Kayode, Mihiretu Kebede, Peter Njenga Keiyoro, Daniel Bekele Ketema, Yousef Khader, Morteza Abdullatif Khafaie, Nauman Khalid, Rovshan Khalilov, Ejaz Ahmad Khan, Junaid Khan, Md Nuruzzaman Khan, Khaled Khatab, Mona M Khater, Amir M Khater, Maryam Khayamzadeh, Mohammad Khazaei, Mohammad Hossein Khosravi, Jagdish Khubchandani, Ali Kiadaliri, Yun Jin Kim, Ruth W Kimokoti, Sezer Kısa, Adnan Kısa, Sonali Kochhar, Tufa Kolola, Hamidreza Komaki, Soewarta Kosen, Parvaiz A Koul, Ai Koyanagi, Kewal Krishan, Barthélémy Kuate Defo, Nuworza Kugbey, Pushpendra Kumar, G Anil Kumar, Manasi Kumar, Dian Kusuma, Carlo La Vecchia, Ben Lacey, Aparna Lal, Hilton Y. Lam, Faris Lami, Van Charles Lansingh, Savita Lasrado, Georgy Lebedev, Paul H. Lee, Kate E LeGrand, Mostafa Leili, Tsegaye Lolaso Lenjebo, Cheru Tesema Leshargie, Aubrey J. Levine, Sonia Lewycka, Shanshan Li, Shai Linn, Shiwei Liu, Alan D Lopez, Platon D Lopukhov, 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, Mohammad Alì Mansournia, Chabila Christopher Mapoma, Gabriel Martínez, Santi Martini, Francisco Rogerlândio Martins‐Melo, Manu Raj Mathur, Benjamin K. Mayala, Mohsen Mazidi, Colm McAlinden, Birhanu Geta Meharie, Man Mohan Mehndiratta, Entezar Mehrabi Nasab, Kala M. Mehta, Teferi Mekonnen, Tefera Chane Mekonnen, Gebrekiros Gebremichael Meles, Hagazi Gebre Meles, Peter Memiah, Ziad A. Memish, Walter Mendoza, Ritesh G. Menezes, Seid Tiku Mereta, Tuomo J Meretoja, Tomislav Meštrović, Workua Mekonnen Metekiya, Bartosz Miazgowski, Ted R. Miller, GK Mini, Erkin М Мirrakhimov, Babak Moazen, Bahram Mohajer, Yousef Mohammad, Dara K. Mohammad, Naser Mohammad Gholi Mezerji, Roghayeh Mohammadibakhsh, Shafiu Mohammed, Jemal Mohammed, Hassen Mohammed, Farnam Mohebi, Ali H. Mokdad, Yoshan Moodley, Masoud Moradi, Ghobad Moradi, Mohammad Moradi-Joo, Paula Moraga, Linda Morales, Abbas Mosapour, Jonathan F Mosser, Simin Mouodi, Seyyed Meysam Mousavi, Miliva Mozaffor, Sandra B. Munro, Moses Muriithi, Christopher J L Murray, Kamarul Imran Musa, Ghulam Mustafa, Muthupandian Saravanan, Mehdi Naderi, Ahamarshan Jayaraman Nagarajan, Mohsen Naghavi, Gurudatta Naik, Vinay Nangia, Bruno Ramos Nascimento, Javad Nazari, Duduzile Ndwandwe, Ionuţ Negoi, Henok Biresaw Netsere, Josephine W Ngunjiri, Cuong Tat Nguyen, Huong Lan Thi Nguyen, QuynhAnh P Nguyen, Solomon Gedlu Nigatu, Dina Nur Anggraini Ningrum, Chukwudi A Nnaji, Marzieh Nojomi, Ole Frithjof Norheim, Jean Jacques Noubiap, Bogdan Oancea, Felix Akpojene Ogbo, In‐Hwan Oh, Andrew T Olagunju, Jacob Olusegun Olusanya, Bolajoko O. Olusanya, Obinna Onwujekwe, Doris V Ortega-Altamirano, Osayomwanbo Osarenotor, Frank Osei, Mayowa Owolabi, P A Mahesh, Jagadish Rao Padubidri, Smita Pakhalé, Adrian Pană, Eun‐Kee Park, Sangram Kishor Patel, Ashish Pathak, Ajay Patle, Kebreab Paulos, Veincent Christian Filipino Pepito, Norberto Perico, Aslam Pervaiz, Júlia Moreira Pescarini, Konrad Pesudovs, Hai Quang Pham, David M. Pigott, Thomas Pilgrim, Meghdad Pirsaheb, Mario Poljak, Ian Pollock, Maarten J. Postma, Farshad Pourmalek, Akram Pourshams, Sergio I. Prada, Liliana Preoțescu, Hedley Quintana, Navid Rabiee, Mohammad Rabiee, Amir Radfar, Alireza Rafiei, Fakher Rahim, Siavash Rahimi, Vafa Rahimi‐Movaghar, Muhammad Aziz Rahman, Mohammad Hifz Ur Rahman, Fatemeh Rajati, Chhabi Lal Ranabhat, Puja C Rao, Davide Rasella, Goura Kishor Rath, Salman Rawaf, Lal Rawal, Wasiq Faraz Rawasia, Giuseppe Remuzzi, Vishnu Renjith, André M. N. Renzaho, Serge Resnikoff, Seyed Mohammad Riahi, Ana Isabel Ribeiro, Jennifer Rickard, Leonardo Roever, Luca Ronfani, Enrico Rubagotti, Salvatore Rubino, Anas M. Saad, Siamak Sabour, Ehsan Sadeghi, Sahar Saeedi Moghaddam, Yahya Safari, Rajesh Sagar, Mohammad Ali Sahraian, S. Mohammad Sajadi, Mohammad Reza Salahshoor, Nasir Salam, Ahsan Saleem, Hosni Salem, Marwa Rashad Salem, Yahya Salimi, Hamideh Salimzadeh, Abdallah M Samy, Juan Sanabria, Itamar S Santos, Milena M Santric-Milicevic, Bruno Piassi Sâo José, Sivan Yegnanarayana Iyer Saraswathy, Nizal Sarrafzadegan, Benn Sartorius, Brijesh Sathian, Thirunavukkarasu Sathish, Maheswar Satpathy, Monika Sawhney, Mehdi Sayyah, Alyssa N. Sbarra, Lauren E. Schaeffer, David C. Schwebel, Anbissa Muleta Senbeta, Subramanian Senthilkumaran, Sadaf G Sepanlou, Edson Serván‐Mori, Azadeh Shafieesabet, Amira Shaheen, Izza Shahid, Masood Ali Shaikh, Ali Shalash, Mehran Shams-Beyranvand, MohammadBagher Shamsi, Morteza Shamsizadeh, Mohammed Shannawaz, Kiomars Sharafi, Rajesh Sharma, Aziz Sheikh, B. Suresh Kumar Shetty, Wondimeneh Shibabaw Shiferaw, Mika Shigematsu, Jae Il Shin, Rahman Shiri, Reza Shirkoohi, K. M. Shivakumar, Si Si, Soraya Siabani, Tariq Jamal Siddiqi, Diego Augusto Santos Silva, Virendra Singh, Narinder Pal Singh, Balbir Singh, Ambrish Singh, Dhirendra Narain Sinha, Malede Mequanent Sisay, Eirini Skiadaresi, David L. Smith, Adauto Martins Soares Filho, Mohammad Reza Sobhiyeh, Anton Sokhan, Joan B. Soriano, Muluken Bekele Sorrie, Ireneous N Soyiri, Emma Elizabeth Spurlock, Chandrashekhar T Sreeramareddy, Agus Sudaryanto, Mu’awiyyah Babale Sufiyan, Hafiz Ansar Rasul Suleria, Bryan L. Sykes, Rafael Tabarés‐Seisdedos, Takahiro Tabuchi, Degena Bahrey Tadesse, Ingan Ukur Tarigan, Bineyam Taye, Yibekal Manaye Tefera, Arash Tehrani‐Banihashemi, Shishay Wahdey Tekelemedhin, Merhawi Gebremedhin Tekle, Mohamad‐Hani Temsah, Berhe Etsay Tesfay, Fisaha Haile Tesfay, Zemenu Tadesse Tessema, Akhil Soman ThekkePurakkal, Nihal Thomas, Robert L. Thompson, A. J. Thomson, Roman Topór-Mądry, Marcos Roberto Tovani‐Palone, Eugenio Traini, Bach Xuan Tran, Khanh Bao Tran, Irfan Ullah, Bhaskaran Unnikrishnan, Muhammad Usman, Olalekan A. Uthman, Benjamin S. Chudi Uzochukwu, Pascual Valdéz, Santosh Varughese, Yousef Veisani, Francesco Saverio Violante, Sebastián Vollmer, Feleke Gebremeskel W hawariat, Yasir Waheed, Mitchell T. Wallin, Yuan‐Pang Wang, Yafeng Wang, Kinley Wangdi, Daniel J. Weiss, Adhena Ayaliew Werkneh, Ronny Westerman, Taweewat Wiangkham, Kirsten E. Wiens, Tissa Wijeratne, Charles Shey Wiysonge, Haileab Fekadu Wolde, Dawit Zewdu Wondafrash, Tewodros Eshete Wonde, Getasew Taddesse Worku, Ali Yadollahpour, Seyed Hossein Yahyazadeh Jabbari, Tomohide Yamada, Mehdi Yaseri, Hiroshi Yatsuya, Alex Yeshaneh, Mekdes Tigistu Yilma, Paul Yip, Engida Yisma, Naohiro Yonemoto, Mustafa Z Younis, Hebat-Allah Salah A. Yousof, Chuanhua Yu, Hasan Yusefzadeh, Siddhesh Zadey, Telma Zahirian Moghadam, Zoubida Zaidi, Sojib Bin Zaman, Mohammad Zamani, Hamed Zandian, Heather J. Zar, Taddese Alemu Zerfu, Yunquan Zhang, Arash Ziapour, Sanjay Zodpey, Yves Miel H Zuñiga, Simon I Hay, Robert C. Reiner

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Lancet Global Health · 2020
Typearticle
Languageen
FieldNursing
TopicChild Nutrition and Water Access
Canadian institutionsnot available
FundersNIH Clinical CenterNational Institute of Allergy and Infectious DiseasesNational Institute on AgingResearch Management Centre, International Islamic University MalaysiaLee Kuan Yew School of Public Policy, National University of SingaporeNIHR Oxford Biomedical Research CentreCentre for Heart Rhythm Disorders, University of AdelaideResearch Institute for Endocrine Sciences, Shahid Beheshti University of Medical SciencesDirektorat Jenderal Pendidikan TinggiInstituto de Salud Carlos IIISydney Medical SchoolFundação para a Ciência e a TecnologiaMedical Research CouncilĐại học Quốc gia Hà NộiSchool of Public Health and Family Medicine, University of Cape TownMcDonnell Center for Systems NeuroscienceSeqirusAdigrat UniversityGeorge Institute for Global HealthAlfaisal UniversityLaboratório Associado para a Química VerdeWestern Sydney UniversityMahatma Gandhi UniversityARC Centre of Excellence for Children and Families over the Life CourseDuke Kunshan UniversitySamara UniversityDepartment of Global Health and Population, Harvard T.H. Chan School of Public HealthImam Abdulrahman Bin Faisal UniversityFogarty International CenterLembaga Pengelola Dana PendidikanI.M. Sechenov First Moscow State Medical UniversityKurdistan University Of Medical SciencesNational Institute of Child Health and Human DevelopmentLorestan University of Medical SciencesAlborz University of Medical SciencesUniversitas HasanuddinUniversity Of Nigeria NsukkaAlexandria UniversityMekelle UniversityDefence Science InstituteXiamen UniversityUniversity of ZanjanUniwersytet OpolskiUniversitas AirlanggaTanta UniversityZanjan 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 SciencesCairo UniversityLunds UniversitetSecretaría Nacional de Ciencia, Tecnología e InnovaciónCentro de Investigación Biomédica en Red de Salud MentalChinese Center for Disease Control and PreventionOulun YliopistoUniversidade Federal de GoiásUniversidad Nacional Autónoma de MéxicoMenzies Institute for Medical ResearchBabol University of Medical SciencesUniversidade de São PauloUniversidad del ValleAutoritatea Natională pentru Cercetare StiintificăUniversity of New South WalesKermanshah University of Medical SciencesBirjand University of Medical SciencesUniversity of South CarolinaQazvin University of Medical SciencesUniversitair Medisch Centrum GroningenHaramaya UniversityHamadan University of Medical SciencesInstitute for Research in Fundamental SciencesInyuvesi Yakwazulu-NataliUniversity College LondonUniversiti Kebangsaan MalaysiaKuwait UniversityUniversidade de MacauTabriz University of Medical SciencesEuropean Regional Development FundKarolinska InstitutetConselho Nacional de Desenvolvimento Científico e TecnológicoCochrane South AfricaImperial College LondonPublic Health EnglandUniversity of TorontoUniversitair Ziekenhuis AntwerpenFundación Valle del LiliApplied Molecular Biosciences UnitPublic Health Foundation of IndiaBauman Moscow State Technical UniversityDalhousie UniversityUniversity of ColomboUniversidade Federal do Rio Grande do SulCentral South UniversityUniversidad Nacional de ColombiaBill and Melinda Gates FoundationInstitució Catalana de Recerca i Estudis AvançatsFederation University AustraliaUniversity of HaifaSistema Nacional de InvestigadoresNational Institutes of HealthWollega UniversityNational University of SingaporeBanaras Hindu UniversityKyung Hee UniversityU.S. Department of Veterans AffairsKosin UniversityRijksuniversiteit GroningenSharif University of TechnologyDuke Global Health Institute, Duke UniversityUniversitetet i BergenMinistarstvo Prosvete, Nauke i Tehnološkog RazvojaOttawa Hospital Research InstituteKing Saud UniversityCollege of Science and Engineering, University of MinnesotaFakultet Medicinskih Nauka, Univerziteta U KragujevcuShiraz University of Medical SciencesAin Shams UniversityBundesministerium für Bildung und ForschungFundação Oswaldo CruzUniversidad de Costa RicaCoordenação de Aperfeiçoamento de Pessoal de Nível SuperiorJames Cook UniversityUniversiti Sains MalaysiaMarch of Dimes FoundationCurtin University of TechnologyUniversity of South AustraliaDeakin UniversityBoston Scientific CorporationAteneo de Manila UniversityTaipei Medical UniversityCleveland ClinicUniversitatea din BucureștiUniversity College CorkPublic Health AgencyFundação de Amparo à Pesquisa do Estado de Minas GeraisNanyang Technological UniversityUniversidad Autónoma MetropolitanaDepartment of Science and Technology, Ministry of Science and Technology, IndiaKaiser PermanenteLondon South Bank UniversityStudent Research Committee, Tabriz University of Medical SciencesFrankfurt University of Applied SciencesLa Trobe UniversityIstituto di Ricerche Farmacologiche Mario Negri - IRCCSNational Heart Foundation of AustraliaUniwersytet ŁódzkiMaragheh University of Medical SciencesBinzhou Medical UniversityUniversitetet i OsloUniversity of DhakaUniversity Grants CommissionWestfälische Wilhelms-Universität MünsterIndian Council of Medical ResearchJohns Hopkins UniversityUniversity of WarwickUniversità degli Studi di SassariMcMaster UniversityUniversity of LeicesterDepartment of Health and Social CareErasmus Universitair Medisch Centrum RotterdamBritish Heart FoundationUniversity of CalcuttaUniversidad ICESIUniverza v LjubljaniNational Research FoundationUniversity of QueenslandUniversity of Health and Allied SciencesA.T. Still UniversityManipal Academy of Higher EducationNational Institute for Health and Care ResearchShiraz UniversityKing's College LondonQuaid-i-Azam UniversityJordan University of Science and TechnologyHamad Bin Khalifa UniversitySyddansk UniversitetYale UniversityJimma UniversityHarvard UniversityDeutsches KrebsforschungszentrumRoyal College of Surgeons in IrelandSouth African Medical Research CouncilAlexander von Humboldt-StiftungTribhuvan UniversityUniversity of EmbuHögskolan i BoråsUniversiteit StellenboschUnited Nations Population FundRafsanjan University of Medical SciencesCouncil for the Development of Social Science Research in AfricaNovavaxUniversitas Negeri SemarangBaki Dövlət UniversitetiEuropean CommissionAhmadu Bello UniversityDivision of Mathematical SciencesAksum UniversityUniversity of TabrizUnitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si InovariiWachemo UniversityAmirkabir University of TechnologySanofiUniversity of OxfordWellcome TrustChandigarh UniversityInstituto De Saúde Pública, Universidade do PortoAhvaz Jundishapur University of Medical SciencesJazan UniversityGriffith UniversityArak University of Medical SciencesTulane UniversityIran University of Medical SciencesBrien Holden Vision InstituteAmarin CorporationAmgenPublic Health Agency of CanadaTrường Đại học Duy TânQueensland HealthUniversidade do PortoAustralian GovernmentBahir Dar UniversityUniversity of Oklahoma Health Sciences CenterSheffield Hallam UniversityUniversity of BernDelhi Technological UniversityHelsingin YliopistoBristol-Myers SquibbUniversity of WaterlooUniversity of TasmaniaTeva Pharmaceutical IndustriesEunice Kennedy Shriver National Institute of Child Health and Human DevelopmentUniversidad El BosqueUniversity of BathUniversity of BaghdadBournemouth UniversityDirectorate for Biological SciencesDebre Markos UniversityUniversity of Central FloridaIslamic Azad UniversityCase Western Reserve UniversityHamad Medical CorporationUniversity of MinnesotaUniversity of Technology SydneyYork UniversityMinistério da Ciência, Tecnologia e Ensino SuperiorBall State UniversityFoundation for Advancement of International Medical Education and ResearchUniversiteit UtrechtFlinders UniversityCentral University of TechnologyEmory UniversityMazandaran University of Medical SciencesAstraZenecaAarhus UniversitetUniversity of Cape TownKhalifa University of Science, Technology and ResearchNational Authority for Scientific Research and InnovationUniversity of OttawaUniversity of OklahomaCenter for Stroke Research BerlinMonash UniversityWashington University in St. LouisGlaxoSmithKlineUniversity of TwenteAustralian Catholic UniversityUniversitatea de Medicină şi Farmacie "Carol Davila" BucureştiShahid Beheshti University of Medical SciencesAn-Najah National UniversityPomorski Uniwersytet Medyczny W SzczecinieUniversità degli Studi di MilanoInjury Prevention Research CenterPfizerUniversitas IndonesiaSalahaddin University-ErbilKasturba Medical College, ManipalBirmingham City University
KeywordsSanitationInequalityLow and middle income countriesLow incomeGeographyEnvironmental healthSocioeconomicsBusinessDeveloping countryEconomic growthEconomicsMedicineEnvironmental scienceMathematicsEnvironmental engineering

Abstract

fetched live from OpenAlex

BACKGROUND: Universal access to safe drinking water and sanitation facilities is an essential human right, recognised in the Sustainable Development Goals as crucial for preventing disease and improving human wellbeing. Comprehensive, high-resolution estimates are important to inform progress towards achieving this goal. We aimed to produce high-resolution geospatial estimates of access to drinking water and sanitation facilities. METHODS: We used a Bayesian geostatistical model and data from 600 sources across more than 88 low-income and middle-income countries (LMICs) to estimate access to drinking water and sanitation facilities on continuous continent-wide surfaces from 2000 to 2017, and aggregated results to policy-relevant administrative units. We estimated mutually exclusive and collectively exhaustive subcategories of facilities for drinking water (piped water on or off premises, other improved facilities, unimproved, and surface water) and sanitation facilities (septic or sewer sanitation, other improved, unimproved, and open defecation) with use of ordinal regression. We also estimated the number of diarrhoeal deaths in children younger than 5 years attributed to unsafe facilities and estimated deaths that were averted by increased access to safe facilities in 2017, and analysed geographical inequality in access within LMICs. FINDINGS: Across LMICs, access to both piped water and improved water overall increased between 2000 and 2017, with progress varying spatially. For piped water, the safest water facility type, access increased from 40·0% (95% uncertainty interval [UI] 39·4-40·7) to 50·3% (50·0-50·5), but was lowest in sub-Saharan Africa, where access to piped water was mostly concentrated in urban centres. Access to both sewer or septic sanitation and improved sanitation overall also increased across all LMICs during the study period. For sewer or septic sanitation, access was 46·3% (95% UI 46·1-46·5) in 2017, compared with 28·7% (28·5-29·0) in 2000. Although some units improved access to the safest drinking water or sanitation facilities since 2000, a large absolute number of people continued to not have access in several units with high access to such facilities (>80%) in 2017. More than 253 000 people did not have access to sewer or septic sanitation facilities in the city of Harare, Zimbabwe, despite 88·6% (95% UI 87·2-89·7) access overall. Many units were able to transition from the least safe facilities in 2000 to safe facilities by 2017; for units in which populations primarily practised open defecation in 2000, 686 (95% UI 664-711) of the 1830 (1797-1863) units transitioned to the use of improved sanitation. Geographical disparities in access to improved water across units decreased in 76·1% (95% UI 71·6-80·7) of countries from 2000 to 2017, and in 53·9% (50·6-59·6) of countries for access to improved sanitation, but remained evident subnationally in most countries in 2017. INTERPRETATION: Our estimates, combined with geospatial trends in diarrhoeal burden, identify where efforts to increase access to safe drinking water and sanitation facilities are most needed. By highlighting areas with successful approaches or in need of targeted interventions, our estimates can enable precision public health to effectively progress towards universal access to safe water and sanitation. FUNDING: Bill & Melinda Gates Foundation.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

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 score0.091
Threshold uncertainty score0.508

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.052
GPT teacher head0.326
Teacher spread0.275 · 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