TY - JOUR
T1 - Mapping geographical inequalities in oral rehydration therapy coverage in low-income and middle-income countries, 2000–17
AU - Local Burden of Disease Diarrhoea Collaborators
AU - Wiens, Kirsten E.
AU - Lindstedt, Paulina A.
AU - Blacker, Brigette F.
AU - Johnson, Kimberly B.
AU - Baumann, Mathew M.
AU - Schaeffer, Lauren E.
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 - Acharya, Dilaram
AU - Adabi, Maryam
AU - Adamu, Abdu A.
AU - Adebayo, Oladimeji M.
AU - Adedoyin, Rufus Adesoji
AU - Adekanmbi, Victor
AU - Adetokunboh, Olatunji O.
AU - Adhena, Beyene Meressa
AU - Afarideh, Mohsen
AU - Ahmad, Sohail
AU - Ahmadi, Keivan
AU - Ahmed, Anwar E.
AU - Ahmed, Muktar Beshir
AU - Ahmed, Rushdia
AU - Akalu, Temesgen Yihunie
AU - Alahdab, Fares
AU - Al-Aly, Ziyad
AU - Alam, Noore
AU - Alam, Samiah
AU - Alamene, Genet Melak
AU - Alanzi, Turki M.
AU - Alcalde-Rabanal, Jacqueline Elizabeth
AU - Ali, Beriwan Abdulqadir
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 - Andrei, Catalina Liliana
AU - Anjomshoa, Mina
AU - Anoushiravani, Amir
AU - Ansari, Fereshteh
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 - Atalay, Hagos Tasew
AU - Athari, Seyyed Shamsadin
AU - Athari, Seyyede Masoume
AU - Atre, Sachin R.
AU - Ausloos, Marcel
AU - Awoke, Nefsu
AU - Ayala Quintanilla, Beatriz Paulina
AU - Ayano, Getinet
AU - Ayanore, Martin Amogre
AU - Aynalem IV, Yared Asmare
AU - Azari, Samad
AU - Azzopardi, Peter S.
AU - Babaee, Ebrahim
AU - Babalola, Tesleem Kayode
AU - Badawi, Alaa
AU - Bairwa, Mohan
AU - Bakkannavar, Shankar M.
AU - Balakrishnan, Senthilkumar
AU - Bali, Ayele Geleto
AU - Banach, Maciej
AU - Banoub, Joseph Adel Mattar
AU - Barac, Aleksandra
AU - Bärnighausen, Till Winfried
AU - Basaleem, Huda
AU - Basu, Sanjay
AU - Bay, Vo Dinh
AU - Bayati, Mohsen
AU - Baye, Estifanos
AU - Bedi, Neeraj
AU - Beheshti, Mahya
AU - Behzadifar, Masoud
AU - Behzadifar, Meysam
AU - Bekele, Bayu Begashaw
AU - Belayneh, Yaschilal Muche
AU - Bell, Michelle L.
AU - Bennett, Derrick A.
AU - Berbada, Dessalegn Ajema
AU - Bernstein, Robert S.
AU - Bhat, Anusha Ganapati
AU - Bhattacharyya, Krittika
AU - Bhattarai, Suraj
AU - Bhaumik, Soumyadeep
AU - Bhutta, Zulfiqar A.
AU - Bijani, Ali
AU - Bikbov, Boris
AU - Birihane IV, Binyam Minuye
AU - Biswas, Raaj Kishore
AU - Bohlouli, Somayeh
AU - Bojia, Hunduma Amensisa
AU - Boufous, Soufiane
AU - Brady, Oliver J.
AU - Bragazzi, Nicola Luigi
AU - Briko, Andrey Nikolaevich
AU - Briko, Nikolay Ivanovich
AU - Britton, Gabrielle B.
AU - Burugina Nagaraja, Sharath
AU - Busse, Reinhard
AU - Butt, Zahid A.
AU - Cámera, Luis LA Alberto
AU - Campos-Nonato, Ismael R.
AU - Cano, Jorge
AU - Car, Josip
AU - Cárdenas, Rosario
AU - Carvalho, Felix
AU - Castañeda-Orjuela, Carlos A.
AU - Castro, Franz
AU - Chanie, Wagaye Fentahun
AU - Chatterjee, Pranab
AU - Chattu, Vijay Kumar
AU - Chichiabellu, Tesfaye Yitna
AU - Chin, Ken Lee
AU - Christopher, Devasahayam J.
AU - Chu, Dinh Toi
AU - Cormier, Natalie Maria
AU - Costa, Vera Marisa
AU - Culquichicon, Carlos
AU - Daba, Matiwos Soboka
AU - Damiani, Giovanni
AU - Dandona, Lalit
AU - Dandona, Rakhi
AU - Dang, Anh Kim
AU - Darwesh, Aso Mohammad
AU - Darwish, Amira Hamed
AU - Daryani, Ahmad
AU - Das, Jai K.
AU - Das Gupta, Rajat
AU - Dash, Aditya Prasad
AU - Davey, Gail
AU - Dávila-Cervantes, Claudio Alberto
AU - Davis, Adrian C.
AU - Davitoiu, Dragos Virgil
AU - De la Hoz, Fernando Pio
AU - Demis, Asmamaw Bizuneh
AU - Demissie, Dereje Bayissa
AU - Demissie, Getu Debalkie
AU - Demoz, Gebre Teklemariam
AU - Denova-Gutiérrez, Edgar
AU - Deribe, Kebede
AU - Desalew, Assefa
AU - Deshpande, Aniruddha
AU - Dharmaratne, Samath Dhamminda
AU - Dhillon, Preeti
AU - Dhimal, Meghnath
AU - Dhungana, Govinda Prasad
AU - Diaz, Daniel
AU - Dipeolu, Isaac Oluwafemi
AU - Djalalinia, Shirin
AU - Doyle, Kerrie E.
AU - Dubljanin, Eleonora
AU - Duko, Bereket
AU - Duraes, Andre Rodrigues
AU - Ebrahimi Kalan, Mohammad
AU - Edinur, Hisham Atan
AU - Effiong, Andem
AU - Eftekhari, Aziz
AU - El Nahas, Nevine
AU - El Sayed, Iman
AU - El Sayed Zaki, Maysaa
AU - El Tantawi, Maha
AU - Elema, Teshome Bekele
AU - Elhabashy, Hala Rashad
AU - El-Jaafary, Shaimaa I.
AU - Elkout, Hajer
AU - Elsharkawy, Aisha
AU - Elyazar, Iqbal RF
AU - Endalamaw, Aklilu
AU - Endalew, Daniel Adane
AU - Eskandarieh, Sharareh
AU - Esteghamati, Alireza
AU - Esteghamati, Sadaf
AU - Etemadi, Arash
AU - Ezekannagha, Oluchi
AU - Fareed, Mohammad
AU - Faridnia, Roghiyeh
AU - Farzadfar, Farshad
AU - Fazlzadeh, Mehdi
AU - Feigin, Valery L.
AU - Fereshtehnejad, Seyed Mohammad
AU - Fernandes, Eduarda
AU - Filip, Irina
AU - Fischer, Florian
AU - Foigt, Nataliya A.
AU - Folayan, Morenike Oluwatoyin
AU - Foroutan, Masoud
AU - Franklin, Richard Charles
AU - Fukumoto, Takeshi
AU - Gad, Mohamed M.
AU - Gayesa, Reta Tsegaye
AU - Gebre, Teshome
AU - Gebremedhin, Ketema Bizuwork
AU - Gebremeskel, Gebreamlak Gebremedhn
AU - Gesesew, Hailay Abrha
AU - Gezae, Kebede Embaye
AU - Ghadiri, Keyghobad
AU - Ghashghaee, Ahmad
AU - Ghimire, Pramesh Raj
AU - Gill, Paramjit Singh
AU - Gill, Tiffany K.
AU - Ginindza, Themba G.G.
AU - Gomes, Nelson G.M.
AU - Gopalani, Sameer Vali
AU - Goulart, Alessandra C.
AU - Goulart, Bárbara Niegia Garcia
AU - Grada, Ayman
AU - Gubari, Mohammed Ibrahim Mohialdeen
AU - Gugnani, Harish Chander
AU - Guido, Davide
AU - Guimarães, Rafael Alves
AU - Guo, Yuming
AU - Gupta, Rajeev
AU - Hafezi-Nejad, Nima
AU - Haile, Dessalegn H.
AU - Hailu, Gessessew Bugssa
AU - Haj-Mirzaian, Arvin
AU - Haj-Mirzaian, Arya
AU - Hamadeh, Randah R.
AU - Hamidi, Samer
AU - Handiso, Demelash Woldeyohannes
AU - Haririan, Hamidreza
AU - Hariyani, Ninuk
AU - Hasaballah, Ahmed I.
AU - Hasan, Md Mehedi
AU - Hasanpoor, Edris
AU - McAlinden, Colm
AU - Tesfay, Fisaha Haile Haile
N1 - This is an open access article distributed under the terms of the Creative Commons CC-BY license, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
You are not required to obtain permission to reuse this article.
PY - 2020/8
Y1 - 2020/8
N2 - 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.
AB - 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.
KW - Geospatial mapping
KW - Diarrhoea
KW - rehydration therapy
UR - http://www.scopus.com/inward/record.url?scp=85088258024&partnerID=8YFLogxK
U2 - 10.1016/S2214-109X(20)30230-8
DO - 10.1016/S2214-109X(20)30230-8
M3 - Article
C2 - 32710861
AN - SCOPUS:85088258024
SN - 2214-109X
VL - 8
SP - e1038-e1060
JO - The Lancet Global Health
JF - The Lancet Global Health
IS - 8
ER -