TY - JOUR
T1 - Mapping geographical inequalities in childhood diarrhoeal morbidity and mortality in low-income and middle-income countries, 2000–17: analysis for the Global Burden of Disease Study 2017
AU - Global Burden of Disease Collaboration
AU - Reiner, Robert C
AU - Hay, Simon I
AU - Reiner, Robert C
AU - Wiens, Kirsten E
AU - Deshpande, Aniruddha
AU - Baumann, Mathew M
AU - Lindstedt, Paulina A
AU - Blacker, Brigette F
AU - Troeger, Christopher E
AU - Earl, Lucas
AU - Munro, Sandra B
AU - Abate, Degu
AU - Abbastabar, Hedayat
AU - Abd-Allah, Foad
AU - Abdelalim, Ahmed
AU - Abdollahpour, Ibrahim
AU - Abdulkader, Rizwan Suliankatchi
AU - Abebe, Getaneh
AU - Abegaz, Kedir Hussein
AU - Abreu, Lucas Guimarães
AU - Abrigo, Michael R M
AU - Accrombessi, Manfred Mario Kokou
AU - Acharya, Dilaram
AU - Adabi, Maryam
AU - Adebayo, Oladimeji M
AU - Adedoyin, Rufus Adesoji
AU - Adekanmbi, Victor
AU - Adetokunboh, Olatunji O
AU - Adhena, Beyene Meressa
AU - Afarideh, Mohsen
AU - Ahmadi, Keivan
AU - Ahmadi, Mehdi
AU - Ahmed, Anwar E
AU - Ahmed, Muktar Beshir
AU - Ahmed, Rushdia
AU - Ajumobi, Olufemi
AU - Akal, Chalachew Genet
AU - Akalu, Temesgen Yihunie
AU - Akanda, Ali S
AU - Alamene, Genet Melak
AU - Alanzi, Turki M
AU - Albright, James R
AU - Alcalde Rabanal, Jacqueline Elizabeth
AU - Alemnew, Birhan Tamene
AU - Alemu, Zewdie Aderaw
AU - Ali, Beriwan Abdulqadir
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
AU - Alvis-Guzman, Nelson
AU - Alvis-Zakzuk, Nelson J
AU - Amare, Azmeraw T
AU - Amini, Saeed
AU - Amit, Arianna Maever Loreche
AU - Andrei, Catalina Liliana
AU - Anegago, Masresha Tessema
AU - Anjomshoa, Mina
AU - Ansari, Fereshteh
AU - Antonio, Carl Abelardo T
AU - Antriyandarti, Ernoiz
AU - Appiah, Seth Christopher Yaw
AU - Arabloo, Jalal
AU - Aremu, Olatunde
AU - Armoon, Bahram
AU - Aryal, Krishna K
AU - Arzani, Afsaneh
AU - Asadi-Lari, Mohsen
AU - Ashagre, Alebachew Fasil
AU - Atalay, Hagos Tasew
AU - Atique, Suleman
AU - Atre, Sachin R
AU - Ausloos, Marcel
AU - Avila-Burgos, Leticia
AU - Awasthi, Ashish
AU - Awoke, Nefsu
AU - Ayala Quintanilla, Beatriz Paulina
AU - Ayano, Getinet
AU - Ayanore, Martin Amogre
AU - Ayele, Asnakew Achaw
AU - Aynalem, Yared A Asmare
AU - Azari, Samad
AU - Babaee, Ebrahim
AU - Badawi, Alaa
AU - Bakkannavar, Shankar M
AU - Balakrishnan, Senthilkumar
AU - Bali, Ayele Geleto
AU - Banach, Maciej
AU - Barac, Aleksandra
AU - Bärnighausen, Till Winfried
AU - Basaleem, Huda
AU - Bassat, Quique
AU - Bayati, Mohsen
AU - Bedi, Neeraj
AU - Behzadifar, Masoud
AU - Behzadifar, Meysam
AU - Bekele, Yibeltal Alemu
AU - Bell, Michelle L
AU - Bennett, Derrick A
AU - Berbada, Dessalegn Ajema
AU - Beyranvand, Tina
AU - Bhat, Anusha Ganapati
AU - Bhattacharyya, Krittika
AU - Bhattarai, Suraj
AU - Bhaumik, Soumyadeep
AU - Bijani, Ali
AU - Bikbov, Boris
AU - Biswas, Raaj Kishore
AU - Bogale, Kassawmar Angaw
AU - Bohlouli, Somayeh
AU - Brady, Oliver J
AU - Bragazzi, Nicola Luigi
AU - Briko, Nikolay Ivanovich
AU - Briko, Andrey Nikolaevich
AU - Burugina Nagaraja, Sharath
AU - Butt, Zahid A
AU - Campos-Nonato, Ismael R
AU - Campuzano Rincon, Julio Cesar
AU - Cárdenas, Rosario
AU - Carvalho, Félix
AU - Castro, Franz
AU - Chansa, Collins
AU - Chatterjee, Pranab
AU - Chattu, Vijay Kumar
AU - Chauhan, Bal Govind
AU - Chin, Ken Lee
AU - Christopher, Devasahayam J
AU - Chu, Dinh-Toi
AU - Claro, Rafael M
AU - Cormier, Natalie M
AU - Costa, Vera M
AU - Damiani, Giovanni
AU - Daoud, Farah
AU - Dandona, Lalit
AU - Dandona, Rakhi
AU - Darwish, Amira Hamed
AU - Daryani, Ahmad
AU - Das, Jai K
AU - Das Gupta, Rajat
AU - Dasa, Tamirat Tesfaye
AU - Davila, Claudio Alberto
AU - Davis Weaver, Nicole
AU - Davitoiu, Dragos Virgil
AU - De Neve, Jan-Walter
AU - Demeke, Feleke Mekonnen
AU - Demis, Asmamaw Bizuneh
AU - Demoz, Gebre Teklemariam
AU - Denova-Gutiérrez, Edgar
AU - Deribe, Kebede
AU - Desalew, Assefa
AU - Dessie, Getenet Ayalew
AU - Dharmaratne, Samath Dhamminda
AU - Dhillon, Preeti
AU - Dhimal, Meghnath
AU - Dhungana, Govinda Prasad
AU - Diaz, Daniel
AU - Ding, Eric L
AU - Diro, Helen Derara
AU - Djalalinia, Shirin
AU - Do, Huyen Phuc
AU - Doku, David Teye
AU - Dolecek, Christiane
AU - Dubey, Manisha
AU - Dubljanin, Eleonora
AU - Duko Adema, Bereket
AU - Dunachie, Susanna J
AU - Durães, Andre R
AU - Duraisamy, Senbagam
AU - Effiong, Andem
AU - Eftekhari, Aziz
AU - El Sayed, Iman
AU - El Sayed Zaki, Maysaa
AU - El Tantawi, Maha
AU - Elemineh, Demelash Abewa
AU - El-Jaafary, Shaimaa I
AU - Elkout, Hajer
AU - Elsharkawy, Aisha
AU - Enany, Shymaa
AU - Endalamfaw, Aklilu
AU - Endalew, Daniel Adane
AU - Eskandarieh, Sharareh
AU - Esteghamati, Alireza
AU - Etemadi, Arash
AU - Farag, Tamer H
AU - Faraon, Emerito Jose A
AU - Fareed, Mohammad
AU - Faridnia, Roghiyeh
AU - Farioli, Andrea
AU - Faro, Andre
AU - Farzam, Hossein
AU - Fazaeli, Ali Akbar
AU - Fazlzadeh, Mehdi
AU - Fentahun, Netsanet
AU - Fereshtehnejad, Seyed-Mohammad
AU - Fernandes, Eduarda
AU - Filip, Irina
AU - Fischer, Florian
AU - Foroutan, Masoud
AU - Francis, Joel Msafiri
AU - Franklin, Richard Charles
AU - Frostad, Joseph Jon
AU - Fukumoto, Takeshi
AU - Gayesa, Reta Tsegaye
AU - Gebremariam, Kidane Tadesse
AU - Gebremedhin, Ketema Bizuwork Bizuwork
AU - Gebremeskel, Gebreamlak Gebremedhn
AU - Gedefaw, Getnet Azeze
AU - Geramo, Yilma Chisha Dea
AU - Geta, Birhanu
AU - Gezae, Kebede Embaye
AU - Ghashghaee, Ahmad
AU - Ghassemi, Fariba
AU - Gill, Paramjit Singh
AU - Ginawi, Ibrahim Abdelmageed
AU - Goli, Srinivas
AU - Gomes, Nelson G M
AU - Gopalani, Sameer Vali
AU - Goulart, Bárbara Niegia Garcia
AU - Grada, Ayman
AU - Gugnani, Harish Chander
AU - Guido, Davide
AU - Guimares, Rafael Alves
AU - Guo, Yuming
AU - Gupta, Rajeev
AU - Gupta, Rahul
AU - Hafezi-Nejad, Nima
AU - Haile, Michael Tamene
AU - Hailu, Gessessew Bugssa
AU - Haj-Mirzaian, Arvin
AU - Haj-Mirzaian, Arya
AU - Hall, Brian James
AU - Handiso, Demelash Woldeyohannes
AU - Haririan, Hamidreza
AU - Hariyani, Ninuk
AU - Hasaballah, Ahmed I
AU - Hasan, Md. Mehedi
AU - Hasanzadeh, Amir
AU - Hassankhani, Hadi
AU - Hassen, Hamid Yimam
AU - Hayelom, Desta Haftu
AU - Heidari, Behnam
AU - Henry, Nathaniel J
AU - Hussain, Syed Ather
AU - Li, Shanshan
AU - Murray, Christopher J L
AU - Smith, David L
PY - 2020/6/6
Y1 - 2020/6/6
N2 - Background Across low-income and middle-income countries (LMICs), one in ten deaths in children younger than 5 years is attributable to diarrhoea. The substantial between-country variation in both diarrhoea incidence and mortality is attributable to interventions that protect children, prevent infection, and treat disease. Identifying subnational regions with the highest burden and mapping associated risk factors can aid in reducing preventable childhood diarrhoea.
Methods We used Bayesian model-based geostatistics and a geolocated dataset comprising 15 072 746 children younger than 5 years from 466 surveys in 94 LMICs, in combination with findings of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2017, to estimate posterior distributions of diarrhoea prevalence, incidence, and mortality from 2000 to 2017. From these data, we estimated the burden of diarrhoea at varying subnational levels (termed units) by spatially aggregating draws, and we investigated the drivers of subnational patterns by creating aggregated risk factor estimates.
Findings The greatest declines in diarrhoeal mortality were seen in south and southeast Asia and South America, where 54·0% (95% uncertainty interval [UI] 38·1–65·8), 17·4% (7·7–28·4), and 59·5% (34·2–86·9) of units, respectively, recorded decreases in deaths from diarrhoea greater than 10%. Although children in much of Africa remain at high risk of death due to diarrhoea, regions with the most deaths were outside Africa, with the highest mortality units located in Pakistan. Indonesia showed the greatest within-country geographical inequality; some regions had mortality rates nearly four times the average country rate. Reductions in mortality were correlated to improvements in water, sanitation, and hygiene (WASH) or reductions in child growth failure (CGF). Similarly, most high-risk areas had poor WASH, high CGF, or low oral rehydration therapy coverage.
Interpretation By co-analysing geospatial trends in diarrhoeal burden and its key risk factors, we could assess candidate drivers of subnational death reduction. Further, by doing a counterfactual analysis of the remaining disease burden using key risk factors, we identified potential intervention strategies for vulnerable populations. In view of the demands for limited resources in LMICs, accurately quantifying the burden of diarrhoea and its drivers is important for precision public health.
AB - Background Across low-income and middle-income countries (LMICs), one in ten deaths in children younger than 5 years is attributable to diarrhoea. The substantial between-country variation in both diarrhoea incidence and mortality is attributable to interventions that protect children, prevent infection, and treat disease. Identifying subnational regions with the highest burden and mapping associated risk factors can aid in reducing preventable childhood diarrhoea.
Methods We used Bayesian model-based geostatistics and a geolocated dataset comprising 15 072 746 children younger than 5 years from 466 surveys in 94 LMICs, in combination with findings of the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2017, to estimate posterior distributions of diarrhoea prevalence, incidence, and mortality from 2000 to 2017. From these data, we estimated the burden of diarrhoea at varying subnational levels (termed units) by spatially aggregating draws, and we investigated the drivers of subnational patterns by creating aggregated risk factor estimates.
Findings The greatest declines in diarrhoeal mortality were seen in south and southeast Asia and South America, where 54·0% (95% uncertainty interval [UI] 38·1–65·8), 17·4% (7·7–28·4), and 59·5% (34·2–86·9) of units, respectively, recorded decreases in deaths from diarrhoea greater than 10%. Although children in much of Africa remain at high risk of death due to diarrhoea, regions with the most deaths were outside Africa, with the highest mortality units located in Pakistan. Indonesia showed the greatest within-country geographical inequality; some regions had mortality rates nearly four times the average country rate. Reductions in mortality were correlated to improvements in water, sanitation, and hygiene (WASH) or reductions in child growth failure (CGF). Similarly, most high-risk areas had poor WASH, high CGF, or low oral rehydration therapy coverage.
Interpretation By co-analysing geospatial trends in diarrhoeal burden and its key risk factors, we could assess candidate drivers of subnational death reduction. Further, by doing a counterfactual analysis of the remaining disease burden using key risk factors, we identified potential intervention strategies for vulnerable populations. In view of the demands for limited resources in LMICs, accurately quantifying the burden of diarrhoea and its drivers is important for precision public health.
UR - http://www.scopus.com/inward/record.url?scp=85086298953&partnerID=8YFLogxK
U2 - 10.1016/s0140-6736(20)30114-8
DO - 10.1016/s0140-6736(20)30114-8
M3 - Article
SN - 0140-6736
VL - 395
SP - 1779
EP - 1801
JO - The Lancet
JF - The Lancet
IS - 10239
ER -