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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

Title: 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
Authors: Reiner, RC
Wiens, KE
Deshpande, A
Baumann, MM
Lindstedt, PA
Blacker, BF
Troeger, CE
Earl, L
Munro, SB
Abate, D
Abbastabar, H
Abd-Allah, F
Abdelalim, A
Abdollahpour, I
Abdulkader, RS
Abebe, G
Abegaz, KH
Abreu, LG
Abrigo, MRM
Accrombessi, MMK
Acharya, D
Adabi, M
Adebayo, OM
Adedoyin, RA
Adekanmbi, V
Adetokunboh, OO
Adham, D
Adhena, BM
Afarideh, M
Ahmadi, K
Ahmadi, M
Ahmed, AE
Ahmed, MB
Ahmed, R
Ajumobi, O
Akal, CG
Akalu, TY
Akanda, AS
Alamene, GM
Alanzi, TM
Albright, JR
Rabanal, JEA
Alemnew, BT
Alemu, ZA
Ali, BA
Ali, M
Alijanzadeh, M
Alipour, V
Aljunid, SM
Almasi, A
Almasi-Hashiani, A
Al-Mekhlafi, HM
Altirkawi, K
Alvis-Guzman, N
Alvis-Zakzuk, NJ
Amare, AT
Amini, S
Amit, AML
Andrei, CL
Anegago, MT
Anjomshoa, M
Ansari, F
Antonio, CAT
Antriyandarti, E
Appiah, SCY
Arabloo, J
Aremu, O
Armoon, B
Aryal, KK
Arzani, A
Asadi-Lari, M
Ashagre, AF
Atalay, HT
Atique, S
Atre, SR
Ausloos, M
Avila-Burgos, L
Awasthi, A
Awoke, N
Quintanilla, BPA
Ayano, G
Ayanore, MA
Ayele, AA
Aynalem, YA
Azari, S
Babaee, E
Badawi, A
Bakkannavar, SM
Balakrishnan, S
Bali, AG
Banach, M
Barac, A
Barnighausen, TW
Basaleem, H
Bassat, Q
Bayati, M
Bedi, N
Behzadifar, M
Behzadifar, M
Bekele, YA
Bell, ML
Bennett, DA
Berbada, DA
Beyranvand, T
Bhat, AG
Bhattacharyya, K
Bhattarai, S
Bhaumik, S
Bijani, A
Bikbov, B
Biswas, RK
Bogale, KA
Bohlouli, S
Brady, OJ
Bragazzi, NL
Briko, AN
Briko, NI
Nagaraja, SB
Butt, ZA
Campos-Nonato, IR
Rincon, JCC
Cardenas, R
Carvalho, F
Castro, F
Chansa, C
Chatterjee, P
Chattu, VK
Chauhan, BG
Chin, KL
Christopher, DJ
Chu, D-T
Claro, RM
Cormier, NM
Costa, VM
Damiani, G
Daoud, F
Dandona, L
Dandona, R
Darwish, AH
Daryani, A
Das, JK
Das Gupta, R
Dasa, TT
Davila, CA
Weaver, ND
Davitoiu, DV
De Neve, J-W
Demeke, FM
Demis, AB
Demoz, GT
Denova-Gutierrez, E
Deribe, K
Desalew, A
Dessie, GA
Dharmaratne, SD
Dhillon, P
Dhimal, M
Dhungana, GP
Diaz, D
Ding, EL
Diro, HD
Djalalinia, S
Do, HP
Doku, DT
Dolecek, C
Dubey, M
Dubljanin, E
Adema, BD
Dunachie, SJ
Duraes, AR
Duraisamy, S
Effiong, A
Eftekhari, A
El Sayed, I
Zaki, MES
El Tantawi, M
Elemineh, DA
El-Jaafary, SI
Elkout, H
Elsharkawy, A
Enany, S
Endalamaw, A
Endalew, DA
Eskandarieh, S
Esteghamati, A
Etemadi, A
Farag, TH
Faraon, EJA
Fareed, M
Faridnia, R
Farioli, A
Faro, A
Farzam, H
Fazaeli, AA
Fazlzadeh, M
Fentahun, N
Fereshtehnejad, S-M
Fernandes, E
Filip, I
Fischer, F
Foroutan, M
Francis, JM
Franklin, RC
Frostad, JJ
Fukumoto, T
Gayesa, RT
Gebremariam, KT
Gebremedhin, KB
Gebremeskel, GG
Gedefaw, GA
Geramo, YCD
Geta, B
Gezae, KE
Ghashghaee, A
Ghassemi, F
Gill, PS
Ginawi, IA
Goli, S
Gomes, NGM
Gopalani, SV
Goulart, BNG
Grada, A
Gugnani, HC
Guido, D
Guimaraes, RA
Guo, Y
Gupta, R
Gupta, R
Hafezi-Nejad, N
Haile, MT
Hailu, GB
Haj-Mirzaian, A
Haj-Mirzaian, A
Hall, BJ
Handiso, DW
Haririan, H
Hariyani, N
Hasaballah, AI
Hasan, MM
Hasanzadeh, A
Hassankhani, H
Hassen, HY
Hayelom, DH
Heidari, B
Henry, NJ
Herteliu, C
Heydarpour, F
De Hidru, HD
Hoang, CL
Hoogar, P
Hoseini-Ghahfarokhi, M
Hossain, N
Hosseini, M
Hosseinzadeh, M
Househ, M
Hu, G
Humayun, A
Hussain, SA
Ibitoye, SE
Ilesanmi, OS
Ilic, MD
Inbaraj, LR
Irvani, SSN
Islam, SMS
Iwu, CJ
Jaca, A
Balalami, NJ
Jahanmehr, N
Jakovljevic, M
Jalali, A
Jayatilleke, AU
Jenabi, E
Jha, RP
Jha, V
Ji, JS
Jia, P
Johnson, KB
Jonas, JB
Jozwiak, JJ
Kabir, A
Kabir, Z
Kahsay, A
Kalani, H
Kanchan, T
Matin, BK
Karch, A
Karki, S
Kasaeian, A
Kasahun, GG
Kayode, GA
Karyani, AK
Keiyoro, PN
Ketema, DB
Khader, YS
Khafaie, MA
Khalid, N
Khalil, AT
Khalil, I
Khalilov, R
Khan, MN
Khan, EA
Khan, G
Khan, J
Khatab, K
Khater, A
Khater, MM
Khatony, A
Khayamzadeh, M
Khazaei, M
Khazaei, S
Khodamoradi, E
Khosravi, MH
Khubchandani, J
Kiadaliri, AA
Kim, YJ
Kimokoti, RW
Kisa, A
Kisa, S
Kissoon, N
Kondlahalli, SKM
Kosek, MN
Koyanagi, A
Kraemer, MUG
Krishan, K
Kugbey, N
Kumar, GA
Kumar, M
Kumar, P
Kusuma, D
La Vecchia, C
Ben, L
Lal, A
Lal, DK
Lami, FH
Lansingh, VC
Lasrado, S
Lee, PH
Leili, M
Lenjebo, TL
Levine, AJ
Lewycka, S
Li, S
Linn, S
Lodha, R
Longbottom, J
Lopukhov, PD
Magdeldin, S
Mahasha, PW
Mahotra, NB
Malta, DC
Mamun, AA
Manafi, F
Manafi, N
Manda, A-L
Mansournia, MA
Mapoma, CC
Marami, D
Marczak, LB
Martins-Melo, FR
Marz, W
Masaka, A
Mathur, MR
Maulik, PK
Mayala, BK
McAlinden, C
Mehndiratta, MM
Mehrotra, R
Mehta, KM
Meles, GG
Melese, A
Memish, ZA
Mena, AT
Menezes, RG
Mengesha, MM
Mengistu, DT
Mengistu, G
Meretoja, TJ
Miazgowski, B
Mihretie, KMM
Miller-Petrie, MK
Mills, EJ
Mir, SM
Mirabi, P
Mirrakhimov, EM
Mohamadi-Bolbanabad, A
Mohammad, DK
Mohammad, KA
Mohammad, Y
Darwesh, AM
Mezerji, NMG
Mohammadifard, N
Mohammed, AS
Mohammed, JA
Mohammed, S
Mohebi, F
Mokdad, AH
Moodley, Y
Moradi, G
Moradi, M
Moradi-Joo, M
Moradi-Lakeh, M
Moraga, P
Mosapour, A
Mouodi, S
Mousavi, SM
Mozaffor, M
Muluneh, AG
Muriithi, MK
Murray, CJL
Murthy, GVS
Musa, KI
Mustafa, G
Muthupandian, S
Naderi, M
Nagarajan, AJ
Naghavi, M
Najafi, F
Nangia, V
Nazari, J
Ndwandwe, DE
Negoi, I
Ngunjiri, JW
Nguyen, CT
Nguyen, QP
Nguyen, TH
Nigatu, D
Ningrum, DNA
Nnaji, CA
Nojomi, M
Noubiap, JJ
Oh, I-H
Okpala, O
Olagunju, AT
Bali, AO
Onwujekwe, OE
Ortega-Altamirano, DDV
Osarenotor, O
Osei, FB
Owolabi, MO
Mahesh, PA
Padubidri, JR
Pana, A
Pashaei, T
Pati, S
Patle, A
Patton, GC
Paulos, K
Pepito, VCF
Pereira, A
Perico, N
Pesudovs, K
Pigott, DM
Piroozi, B
Platts-Mills, JA
Poljak, M
Postma, MJ
Pourjafar, H
Pourmalek, F
Pourshams, A
Poustchi, H
Prada, SI
Preotescu, L
Quintana, H
Rabiee, M
Rabiee, N
Radfar, A
Rafiei, A
Rahim, F
Rahimi-Movaghar, V
Rahman, MA
Rajati, F
Ramezanzadeh, K
Rana, SM
Ranabhat, CL
Rasella, D
Rawaf, DL
Rawal, SRL
Remuzzi, G
Renjith, V
Renzaho, AMN
Reta, MA
Rezaei, S
Ribeiro, AI
Rickard, J
Gonzalez, CMR
Rios-Blancas, MJ
Roever, L
Ronfani, L
Roro, EM
Rostami, A
Rothenbacher, D
Rubagotti, E
Rubino, S
Saad, AM
Sabour, S
Sadeghi, E
Safari, S
Safdarian, M
Sagar, R
Sahraian, MA
Sajadi, SM
Salahshoor, MR
Salam, N
Salehi, F
Zahabi, SS
Salem, H
Salem, MRR
Salimi, Y
Salimzadeh, H
Sambala, EZ
Samy, AM
Sanabria, J
Santos, IS
Saraswathy, SYI
Sarker, AR
Sartorius, B
Sathian, B
Satpathy, M
Sbarra, AN
Schaeffer, LE
Schwebel, DC
Senbeta, AM
Senthilkumaran, S
Shabaninejad, H
Shaheen, AA
Shaikh, MA
Shalash, AS
Shallo, SA
Shams-Beyranvand, M
Shamsi, M
Shamsizadeh, M
Sharif, M
Shey, MS
Shibuya, K
Shiferaw, WS
Shigematsu, M
Shil, A
Il Shin, J
Shiri, R
Shirkoohi, R
Siabani, SSS
Singh, JA
Singh, NP
Sinha, DN
Sisay, MM
Skiadaresi, E
Smith, DL
Sobhiyeh, MR
Sokhan, A
Soofi, M
Soriano, JB
Sorrie, MB
Soyiri, IN
Sreeramareddy, CT
Sudaryanto, A
Sufiyan, MB
Suleria, HAR
Sykes, BL
Tamirat, KS
Tassew, AA
Taveira, N
Taye, B
Tehrani-Banihashemi, A
Temsah, M-H
Tesfay, BE
Tesfay, FH
Tessema, ZT
Thankappan, KR
Thirunavukkarasu, S
Thomas, N
Tlaye, KG
Tlou, B
Tovani-Palone, MR
Traini, E
Tran, KB
Trihandini, I
Ullah, I
Unnikrishnan, B
Tahbaz, SV
Valdez, PR
Varughese, S
Veisani, Y
Violante, FS
Vollmer, S
Vos, T
Wada, FW
Waheed, Y
Wang, Y
Wang, Y-P
Weldesamuel, GT
Welgan, CA
Westerman, R
Wiangkham, T
Wijeratne, T
Wiysonge, CS
Wolde, HF
Wondafrash, DZ
Wonde, TE
Wu, A-M
Xu, G
Yadollahpour, A
Jabbari, SHY
Yamada, T
Yaseri, M
Yenesew, MA
Yeshaneh, A
Yilma, MT
Yimer, EM
Yip, P
Yirsaw, BD
Yisma, E
Yonemoto, N
Younis, MZ
Yousof, H-ASA
Yu, C
Yusefzadeh, H
Zamani, M
Zambrana-Torrelio, C
Zandian, H
Zeleke, AJ
Zepro, NB
Zewale, TA
Zhang, D
Zhang, Y
Zhao, X-J
Ziapour, A
Zodpey, S
Hay, SI
Item Type: Journal Article
Abstract: 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. Funding Bill & Melinda Gates Foundation.
Issue Date: 6-Jun-2020
Date of Acceptance: 1-May-2020
URI: http://hdl.handle.net/10044/1/80537
DOI: 10.1016/S0140-6736(20)30114-8
ISSN: 0140-6736
Publisher: Elsevier
Start Page: 1779
End Page: 1801
Journal / Book Title: The Lancet
Volume: 395
Issue: 10239
Copyright Statement: © 2020 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license.
Keywords: Science & Technology
Life Sciences & Biomedicine
Medicine, General & Internal
General & Internal Medicine
SYSTEMATIC ANALYSIS
AFRICA
CHOLERA
WATER
Bayes Theorem
Child, Preschool
Developing Countries
Diarrhea
Global Burden of Disease
Global Health
Healthcare Disparities
Humans
Incidence
Prevalence
Local Burden of Disease Diarrhoea Collaborators
Humans
Diarrhea
Incidence
Prevalence
Bayes Theorem
Developing Countries
Child, Preschool
Healthcare Disparities
Global Health
Global Burden of Disease
Science & Technology
Life Sciences & Biomedicine
Medicine, General & Internal
General & Internal Medicine
SYSTEMATIC ANALYSIS
AFRICA
CHOLERA
WATER
11 Medical and Health Sciences
General & Internal Medicine
Publication Status: Published
Online Publication Date: 2020-05-06
Appears in Collections:School of Public Health