Journal article
Mapping development and health effects of cooking with solid fuels in low-income and middle-income countries, 2000-18: a geospatial modelling study
The Lancet global health, Vol.10(10), pp.E1395-E1411
10/01/2022
DOI: 10.1016/S2214-109X(22)00332-1
PMCID: PMC9638039
PMID: 36113526
Abstract
Background More than 3 billion people do not have access to clean energy and primarily use solid fuels to cook. Use of solid fuels generates household air pollution, which was associated with more than 2 million deaths in 2019. Although local patterns in cooking vary systematically, subnational trends in use of solid fuels have yet to be comprehensively analysed. We estimated the prevalence of solid-fuel use with high spatial resolution to explore subnational inequalities, assess local progress, and assess the effects on health in low-income and middle-income countries (LMICs) without universal access to clean fuels.
Methods We did a geospatial modelling study to map the prevalence of solid-fuel use for cooking at a 5 km x 5 km resolution in 98 LMICs based on 2.1 million household observations of the primary cooking fuel used from 663 population-based household surveys over the years 2000 to 2018. We use observed temporal patterns to forecast household air pollution in 2030 and to assess the probability of attaining the Sustainable Development Goal (SDG) target indicator for clean cooking. We aligned our estimates of household air pollution to geospatial estimates of ambient air pollution to establish the risk transition occurring in LMICs. Finally, we quantified the effect of residual primary solid-fuel use for cooking on child health by doing a counterfactual risk assessment to estimate the proportion of deaths from lower respiratory tract infections in children younger than 5 years that could be associated with household air pollution.
Findings Although primary reliance on solid-fuel use for cooking has declined globally, it remains widespread. 593 million people live in districts where the prevalence of solid-fuel use for cooking exceeds 95%. 66% of people in LMICs live in districts that are not on track to meet the SDG target for universal access to clean energy by 2030. Household air pollution continues to be a major contributor to particulate exposure in LMICs, and rising ambient air pollution is undermining potential gains from reductions in the prevalence of solid-fuel use for cooking in many countries. We estimated that, in 2018, 205000 (95% uncertainty interval 147000-257000) children younger than 5 years died from lower respiratory tract infections that could be attributed to household air pollution.
Interpretation Efforts to accelerate the adoption of clean cooking fuels need to be substantially increased and recalibrated to account for subnational inequalities, because there are substantial opportunities to improve air quality and avert child mortality associated with household air pollution. Copyright (C) 2022 The Author(s). Published by Elsevier Ltd.
Details
- Title: Subtitle
- Mapping development and health effects of cooking with solid fuels in low-income and middle-income countries, 2000-18: a geospatial modelling study
- Creators
- Joseph Jon Frostad - University of WashingtonQuynh Anh P. Nguyen - University of WashingtonMathew M. Baumann - Jahrom UniversityBrigette F. Blacker - University of South AustraliaLaurie B. Marczak - University of South AustraliaAniruddha Deshpande - Emory UniversityKirsten E. Wiens - Johns Hopkins UniversityKate E. LeGrand - University of WashingtonKimberly B. Johnson - University of South AustraliaMohsen Abbasi-Kangevari - Shahid Beheshti UniversityAmir Abdoli - Jahrom UniversityHassan Abolhassani - University of TehranLucas Guimaraes Abreu - Federal ReserveMichael R. M. Abrigo - Jahrom UniversityNiveen Me Abu-Rmeileh - Birzeit UniversityVictor Adekanmbi - Univ Texas Galveston, Dept Obstet & Gynecol, Galveston, TX USAAnurag Agrawal - Ashoka UniversityMuktar Beshir Ahmed - Jimma UniversityZiyad Al-Aly - Washington Univ, John T Milliken Dept Internal Med, St Louis, MO USAFahad Mashhour Alanezi - Imam Abdulrahman Bin Faisal UniversityJacqueline Elizabeth Alcalde-Rabanal - Ctr Hlth Syst Res, Natl Inst Publ Hlth, Cuernavaca, Morelos, MexicoVahid Alipour - Digestive Disease Research InstituteKhalid A. Altirkawi - King Saud UniversityNelson Alvis-Guzman - Univ La Costa, Res Grp Hosp Management & Hlth Policies, Barranquilla, ColombiaNelson J. Alvis-Zakzuk - Univ La Costa, Dept Econ Sci, Barranquilla, ColombiaAdeladza Kofi Amegah - University of Cape CoastSaeed Amini - Khomein Univ Med Sci, Dept Hlth Serv Management, Khomein, IranFatemeh Amiri - Kermanshah Univ Med Sci, Dept Radiol & Nucl Med, Kermanshah, IranDickson A. Amugsi - African Populat & Hlth Res Ctr, Maternal & Child Wellbeing, Nairobi, KenyaRobert Ancuceanu - Carol Davila Univ Med & Pharm, Dept Pharm, Bucharest, RomaniaCatalina Liliana Andrei - Carol Davila Univ Med & Pharm, Dept Cardiol, Bucharest, RomaniaTudorel Andrei - Bucharest Univ Econ Studies, Dept Stat & Econometr, Bucharest, RomaniaErnoiz Antriyandarti - Sebelas Maret UniversityDavood Anvari - Mazandaran Univ Med Sci, Dept Parasitol, Sari, IranJalal Arabloo - Iran Univ Med Sci, Hlth Management & Econ Res Ctr, Tehran, IranMorteza Arab-Zozani - Birjand Univ Med Sci, Social Determinants Hlth Res Ctr, Birjand, IranSeyyed Shamsadin Athari - Zanjan Univ Med Sci, Dept Immunol, Zanjan, IranMarcel Ausloos - Bucharest Univ Econ Studies, Dept Stat & Econometr, Bucharest, RomaniaGetinet Ayano - Univ Western Australia, Sch Indigenous Studies, Perth, WA, AustraliaYared Asmare Aynalem - Debre Berhan UniversitySamad Azari - Iran Univ Med Sci, Hosp Management Res Ctr, Tehran, IranAshish D. Badiye - Govt Inst Forens Sci, Dept Forens Sci, Nagpur, Maharashtra, IndiaAtif Amin Baig - Univ Sultan Zainal Abidin, Unit Biochem, Kuala Terengganu, MalaysiaKalpana Balakrishnan - Sri Ramachandra Med Coll & Res Inst, Dept Environm Hlth Engn, Chennai, Tamil Nadu, IndiaMaciej Banach - Med Univ Lodz, Dept Hypertens, Lodz, PolandSanjay Basu - Harvard UniversityNeeraj Bedi - Dr Y Patil Univ, Sch Publ Hlth, Mumbai, Maharashtra, IndiaMichelle L. Bell - Yale UniversityDerrick A. Bennett - University of OxfordKrittika Bhattacharyya - Natl Inst Biomed Genom, Dept Stat & Computat Genom, Kalyani, W Bengal, IndiaZulfiqar A. Bhutta - University of TorontoSadia Bibi - Univ Agr Faisalabad, Inst Soil & Environm Sci, Faisalabad, PakistanSomayeh Bohlouli - Islamic Azad University of KermanshahSoufiane Boufous - UNSW SydneyNicola Luigi Bragazzi - University of GenoaDejana Braithwaite - Univ Florida, Dept Epidemiol, Gainesville, FL USASharath Burugina Nagaraja - Employee State Insurance Post Grad Inst Med Sci A, Dept Community Med, Bangalore, Karnataka, IndiaZahid A. Butt - University of WaterlooFlorentino Luciano Caetano dos Santos - Federal ReserveJosip Car - Imperial Coll London, Dept Primary Care & Publ Hlth, London, EnglandRosario Cardenas - Metropolitan Autonomous Univ, Dept Hlth Care, Mexico City, DF, MexicoFelix Carvalho - Univ Porto, Res Unit Appl Mol Biosci UCIBIO, Porto, PortugalJoao Mauricio Castaldelli-Maia - Digestive Disease Research InstituteCarlos A. Castaneda-Orjuela - Natl Inst Hlth, Colombian Natl Hlth Observ, Bogota, ColombiaEster Cerin - Australian Catholic UniversitySoosanna Kumary Chattu - Texila Amer Univ, Dept Publ Hlth, Georgetown, GuyanaVijay Kumar Chattu - Datta Meghe Inst Med Sci, Dept Community Med, Sawangi, IndiaPankaj Chaturvedi - Tata Mem Hosp, Ctr Canc Epidemiol, Navi Mumbai, IndiaSarika Chaturvedi - Savitribai Phule Pune UniversitySimiao Chen - Heidelberg Univ, Heidelberg Inst Global Hlth, Heidelberg, GermanyDinh-Toi Chu - VNU Int Sch, Ctr Biomed & Community Hlth, Hanoi, VietnamSheng-Chia Chung - UCL, Dept Hlth Informat, London, EnglandSaad M. A. Dahlawi - Imam Abdulrahman Bin Faisal UniversityGiovanni Damiani - University of MilanLalit Dandona - University of WashingtonRakhi Dandona - University of WashingtonAso Mohammad Darwesh - Univ Human Dev, Dept Informat Technol, Sulaymaniyah, IraqJai K. Das - Aga Khan UniversityAditya Prasad Dash - Asian Inst Publ Hlth Univ, Bhubaneswar, IndiaClaudio Alberto Davila-Cervantes - Latin Amer Fac Social Sci Mexico, Dept Populat & Dev, Mexico City, DF, MexicoDiego De Leo - Griffith UniversityJan-Walter De Neve - Heidelberg Univ, Heidelberg Inst Global Hlth, Heidelberg, GermanyGetu Debalkie Demissie - University of GondarEdgar Denova-Gutierrez - Ctr Nutr & Hlth Res, Natl Inst Publ Hlth, Cuernavaca, Morelos, MexicoSagnik Dey - Indian Institute of Technology DelhiSamath Dhamminda Dharmaratne - University of WashingtonMeghnath Dhimal - Nepal Hlth Res Council, Hlth Res Sect, Kathmandu, NepalGovinda Prasad Dhungana - Far-western UniversityDaniel Diaz - Univ Nacl Autonoma Mexico, Ctr Complex Sci, Mexico City, DF, MexicoIsaac Oluwafemi Dipeolu - University of IbadanFariba Dorostkar - Iran Univ Med Sci, Dept Med Lab Sci, Tehran, IranLeila Doshmangir - Tabriz Univ Med Sci, Dept Hlth Policy & Management, Tabriz, IranAndre Rodrigues Duraes - Universidade Federal da BahiaHisham Atan Edinur - Univ Sci Malaysia, Sch Hlth Sci, Kubangkerian, MalaysiaFerry Efendi - Univ Airlangga, Community Hlth Nursing, Surabaya, IndonesiaMaha El Tantawi - Alexandria UniversitySharareh Eskandarieh - University of TehranIbtihal Fadhil - Minist Publ Hlth & Populat, Div Noncommunicable Dis, Dubai, U Arab EmiratesNazir Fattahi - Kermanshah Univ Med Sci, Res Ctr Environm Determinants Hlth, Kermanshah, IranNelsensius Klau Fauk - Torrens University AustraliaLocal Burden of Disease Household Air Pollution CollaboratorsDavid C Schwebel (Contributor) - Research Administration
- Resource Type
- Journal article
- Publication Details
- The Lancet global health, Vol.10(10), pp.E1395-E1411
- DOI
- 10.1016/S2214-109X(22)00332-1
- PMID
- 36113526
- PMCID
- PMC9638039
- NLM abbreviation
- Lancet Glob Health
- ISSN
- 2214-109X
- eISSN
- 2214-109X
- Publisher
- Elsevier
- Number of pages
- 17
- Grant note
- UK Biobank Australian Government MC_PC_17228; MC_qA137853; MR/M015084/1 / Medical Research Council; UK Research & Innovation (UKRI); Medical Research Council UK (MRC) Centre of Excellence for Research on Clean Air, IIT Delhi K43 TW010716-04 / FIC/NIH; United States Department of Health & Human Services; National Institutes of Health (NIH) - USA; NIH Fogarty International Center (FIC) Edwards Lifesciences Foundation British Heart Foundation Oxford Centre of Research Excellence NIHR Oxford Biomedical Research Centre; National Institutes of Health Research (NIHR) 312382/2019-7 / CNPq; Conselho Nacional de Desenvolvimento Cientifico e Tecnologico (CNPQ) 30/PSCD/2018 / Romanian Ministry of Labour and Social Justice
- Language
- English
- Date published
- 10/01/2022
- Academic Unit
- Research Administration
- Record Identifier
- 9984949471302771
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