TY - JOUR
T1 - Mapping geographical inequalities in access to drinking water and sanitation facilities in low-income and middle-income countries, 2000–17
AU - Local Burden of Disease WaSH Collaborators
AU - Deshpande, Aniruddha
AU - Miller-Petrie, Molly K.
AU - Lindstedt, Paulina A.
AU - Baumann, Mathew M.
AU - Johnson, Kimberly B.
AU - Blacker, Brigette F.
AU - Abbastabar, Hedayat
AU - Abd-Allah, Foad
AU - Abdelalim, Ahmed
AU - Abdollahpour, Ibrahim
AU - Abegaz, Kedir Hussein
AU - Abejie, Ayenew Negesse
AU - Abreu, Lucas Guimarães
AU - Abrigo, Michael R.M.
AU - Abualhasan, Ahmed
AU - Accrombessi, Manfred Mario Kokou
AU - Adamu, Abdu A.
AU - Adebayo, Oladimeji M.
AU - Adedeji, Isaac Akinkunmi
AU - Adedoyin, Rufus Adesoji
AU - Adekanmbi, Victor
AU - Adetokunboh, Olatunji O.
AU - Adhikari, Tara Ballav
AU - Afarideh, Mohsen
AU - Agudelo-Botero, Marcela
AU - Ahmadi, Mehdi
AU - Ahmadi, Keivan
AU - Ahmed, Muktar Beshir
AU - Ahmed, Anwar E.
AU - Akalu, Temesgen Yihunie
AU - Akanda, Ali S.
AU - Alahdab, Fares
AU - Al-Aly, Ziyad
AU - Alam, Samiah
AU - Alam, Noore
AU - Alamene, Genet Melak
AU - Alanzi, Turki M.
AU - Albright, James
AU - Albujeer, Ammar
AU - Alcalde-Rabanal, Jacqueline Elizabeth
AU - Alebel, Animut
AU - Alemu, Zewdie Aderaw
AU - Ali, Muhammad
AU - Alijanzadeh, Mehran
AU - Alipour, Vahid
AU - Aljunid, Syed Mohamed
AU - Almasi, Ali
AU - Almasi-Hashiani, Amir
AU - Al-Mekhlafi, Hesham M.
AU - Altirkawi, Khalid A.
AU - Alvis-Guzman, Nelson
AU - Alvis-Zakzuk, Nelson J.
AU - Amini, Saeed
AU - Amit, Arianna Maever L.
AU - Amul, Gianna Gayle Herrera
AU - Andrei, Catalina Liliana
AU - Anjomshoa, Mina
AU - Ansariadi, Ansariadi
AU - Antonio, Carl Abelardo T.
AU - Antony, Benny
AU - Antriyandarti, Ernoiz
AU - Arabloo, Jalal
AU - Aref, Hany Mohamed Amin
AU - Aremu, Olatunde
AU - Armoon, Bahram
AU - Arora, Amit
AU - Aryal, Krishna K.
AU - Arzani, Afsaneh
AU - Asadi-Aliabadi, Mehran
AU - Asmelash, Daniel
AU - Atalay, Hagos Tasew
AU - Athari, Seyyede Masoume
AU - Athari, Seyyed Shamsadin
AU - Atre, Sachin R.
AU - Ausloos, Marcel
AU - Awasthi, Shally
AU - Awoke, Nefsu
AU - Ayala Quintanilla, Beatriz Paulina
AU - Ayano, Getinet
AU - Ayanore, Martin Amogre
AU - Aynalem, Yared Asmare
AU - Azari, Samad
AU - Azman, Andrew S.
AU - Babaee, Ebrahim
AU - Badawi, Alaa
AU - Bagherzadeh, Mojtaba
AU - Bakkannavar, Shankar M.
AU - Balakrishnan, Senthilkumar
AU - Banach, Maciej
AU - Banoub, Joseph Adel Mattar
AU - Barac, Aleksandra
AU - Barboza, Miguel A.
AU - Bärnighausen, Till Winfried
AU - Basu, Sanjay
AU - Bay, Vo Dinh
AU - Bayati, Mohsen
AU - Bedi, Neeraj
AU - Beheshti, Mahya
AU - Behzadifar, Meysam
AU - Behzadifar, Masoud
AU - Bejarano Ramirez, Diana Fernanda
AU - Bell, Michelle L.
AU - Bennett, Derrick A.
AU - Benzian, Habib
AU - Berbada, Dessalegn Ajema
AU - Bernstein, Robert S.
AU - Bhat, Anusha Ganapati
AU - Bhattacharyya, Krittika
AU - Bhaumik, Soumyadeep
AU - Bhutta, Zulfiqar A.
AU - Bijani, Ali
AU - Bikbov, Boris
AU - Bin Sayeed, Muhammad Shahdaat
AU - Biswas, Raaj Kishore
AU - Bohlouli, Somayeh
AU - Boufous, Soufiane
AU - Brady, Oliver J.
AU - Briko, Andrey Nikolaevich
AU - Briko, Nikolay Ivanovich
AU - Britton, Gabrielle B.
AU - Brown, Alexandria
AU - Burugina Nagaraja, Sharath
AU - Butt, Zahid A.
AU - Cámera, Luis Alberto
AU - Campos-Nonato, Ismael R.
AU - Campuzano Rincon, Julio Cesar
AU - Cano, Jorge
AU - Car, Josip
AU - Cárdenas, Rosario
AU - Carvalho, Felix
AU - Castañeda-Orjuela, Carlos A.
AU - Castro, Franz
AU - Cerin, Ester
AU - Chalise, Binaya
AU - Chattu, Vijay Kumar
AU - Chin, Ken Lee
AU - Christopher, Devasahayam J.
AU - Chu, Dinh Toi
AU - Cormier, Natalie Maria
AU - Costa, Vera Marisa
AU - Cromwell, Elizabeth A.
AU - Dadi, Abel Fekadu Fekadu
AU - Dahiru, Tukur
AU - Dahlawi, Saad M.A.
AU - Dandona, Rakhi
AU - Dandona, Lalit
AU - Dang, Anh Kim
AU - Daoud, Farah
AU - Darwesh, Aso Mohammad
AU - Darwish, Amira Hamed
AU - Daryani, Ahmad
AU - Das, Jai K.
AU - Das Gupta, Rajat
AU - Dash, Aditya Prasad
AU - Dávila-Cervantes, Claudio Alberto
AU - Davis Weaver, Nicole
AU - De la Hoz, Fernando Pio
AU - De Neve, Jan Walter
AU - Demissie, Dereje Bayissa
AU - Demoz, Gebre Teklemariam
AU - Denova-Gutiérrez, Edgar
AU - Deribe, Kebede
AU - Desalew, Assefa
AU - Dharmaratne, Samath Dhamminda
AU - Dhillon, Preeti
AU - Dhimal, Meghnath
AU - Dhungana, Govinda Prasad
AU - Diaz, Daniel
AU - Dipeolu, Isaac Oluwafemi
AU - Do, Hoa Thi
AU - Dolecek, Christiane
AU - Doyle, Kerrie E.
AU - Dubljanin, Eleonora
AU - Duraes, Andre Rodrigues
AU - Edinur, Hisham Atan
AU - Effiong, Andem
AU - Eftekhari, Aziz
AU - El Nahas, Nevine
AU - El Sayed Zaki, Maysaa
AU - El Tantawi, Maha
AU - Elhabashy, Hala Rashad
AU - El-Jaafary, Shaimaa I.
AU - El-Khatib, Ziad
AU - Elkout, Hajer
AU - Elsharkawy, Aisha
AU - Enany, Shymaa
AU - Endalew, Daniel Adane
AU - Eshrati, Babak
AU - Eskandarieh, Sharareh
AU - Etemadi, Arash
AU - Ezekannagha, Oluchi
AU - Faraon, Emerito Jose A.
AU - Fareed, Mohammad
AU - Faro, Andre
AU - Farzadfar, Farshad
AU - Fasil, Alebachew Fasil
AU - Fazlzadeh, Mehdi
AU - Feigin, Valery L.
AU - Fekadu, Wubalem
AU - Fentahun, Netsanet
AU - Fereshtehnejad, Seyed Mohammad
AU - Fernandes, Eduarda
AU - Filip, Irina
AU - Fischer, Florian
AU - Flohr, Carsten
AU - Foigt, Nataliya A.
AU - Folayan, Morenike Oluwatoyin
AU - Foroutan, Masoud
AU - Franklin, Richard Charles
AU - Frostad, Joseph Jon
AU - Fukumoto, Takeshi
AU - Gad, Mohamed M.
AU - Garcia, Gregory M.
AU - Gatotoh, Augustine Mwangi
AU - Gayesa, Reta Tsegaye
AU - Gebremedhin, Ketema Bizuwork
AU - Geramo, Yilma Chisha Dea
AU - Gesesew, Hailay Abrha
AU - Gezae, Kebede Embaye
AU - Ghashghaee, Ahmad
AU - Ghazi Sherbaf, Farzaneh
AU - Gill, Tiffany K.
AU - Gill, Paramjit Singh
AU - Ginindza, Themba G.
AU - Girmay, Alem
AU - Gizaw, Zemichael
AU - Goodridge, Amador
AU - Gopalani, Sameer Vali
AU - Goulart, Bárbara Niegia Garcia
AU - Goulart, Alessandra C.
AU - Grada, Ayman
AU - Green, Manfred S.
AU - Gubari, Mohammed Ibrahim Mohialdeen
AU - Gugnani, Harish Chander
AU - Guido, Davide
AU - Guimarães, Rafael Alves
AU - Guo, Yuming
AU - Gupta, Rajeev
AU - Gupta, Rahul
AU - Ha, Giang Hai
AU - Haagsma, Juanita A.
AU - Hafezi-Nejad, Nima
AU - Haile, Dessalegn H.
AU - Haile, Michael Tamene
AU - Hall, Brian J.
AU - Hamidi, Samer
AU - Handiso, Demelash Woldeyohannes
AU - McAlinden, Colm
AU - Pesudovs, Konrad
AU - Tesfay, Fisaha Haile
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PY - 2020/9
Y1 - 2020/9
N2 - 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.
AB - 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.
KW - Geospatial mapping
KW - Drinking water
KW - sanitation
KW - inequalities
UR - http://www.scopus.com/inward/record.url?scp=85089509873&partnerID=8YFLogxK
U2 - 10.1016/S2214-109X(20)30278-3
DO - 10.1016/S2214-109X(20)30278-3
M3 - Article
C2 - 32827479
AN - SCOPUS:85089509873
SN - 2214-109X
VL - 8
SP - e1162-e1185
JO - The Lancet Global Health
JF - The Lancet Global Health
IS - 9
ER -