A cross-sectional analysis of long-term exposure to ambient air pollution and cognitive development in children aged 3-4 years living in 12 low- and middle-income countries

dc.contributor.authorOdo, Daniel B.en
dc.contributor.authorYang, Ian A.en
dc.contributor.authorDey, Sagniken
dc.contributor.authorHammer, Melanie S.en
dc.contributor.authorvan Donkelaar, Aaronen
dc.contributor.authorMartin, Randall V.en
dc.contributor.authorDong, Guang-Huien
dc.contributor.authorYang, Bo-Yien
dc.contributor.authorHystad, Perryen
dc.contributor.authorKnibbs, Luke D.en
dc.date.accessioned2025-05-30T08:35:05Z
dc.date.available2025-05-30T08:35:05Z
dc.date.issued2023-02-01en
dc.description.abstractExposure to ambient air pollution may affect cognitive functioning and development in children. Unfortunately, there is little evidence available for low-and middle -income countries (LMICs), where air pollution levels are highest. We analysed the association between exposure to ambient fine particulate matter (<2.5 mu m [PM2.5]) and cognitive development indicators in a cross-sectional analysis of children (aged 3-4 years) in 12 LMICs. We linked Demographic and Health Survey data, conducted between 2011 and 2018, with global estimates of PM2.5 mass concentrations to examine annual average exposure to PM2.5 and cognitive development (literacy-numeracy and learning domains) in children. Cognitive development was assessed using the United Nations Children's Fund's early child development indicators administered to each child's mother. We used multivariable logistic regression models, adjusted for individual-and area-level covariates, and multi -pollutant models (including nitrogen dioxide and surface-level ozone). We assessed if sex and urban/rural status modified the association of PM2.5 with the outcome. We included 57,647 children, of whom, 9613 (13.3%) had indicators of cognitive delay. In the adjusted model, a 5 mu g/m3 increase in annual all composition PM2.5 was associated with greater odds of cognitive delay (OR symbolscript 1.17; 95% CI: 1.13, 1.22). A 5 mu g/m3 increase in anthropogenic PM2.5 was also associated with greater odds of cognitive delay (OR symbolscript 1.05; 95% CI: 1.00, 1.10). These results were robust to several sensitivity analyses, including multi-pollutant models. Interaction terms showed that urban-dwelling children had greater odds of cognitive delay than rural-dwelling children, while there was no significant difference by sex. Our findings suggest that annual average exposure to PM2.5 in young children was associated with adverse effects on cognitive development, which may have long-term consequences for educational attainment and health.en
dc.description.sponsorshipRandall V. Martin was supported by NASA HAQAST (Grant Number 80 NSSC21K0508). Sagnik Dey acknowledges Funding from IIT Delhi for the Institute Chair fellowship. Bo-Yi Yang was supported by the National Natural Science Foundation of China (No.81972992). This research did not receive other specific grants from funding agencies in the public, commercial, or not-for-profit sectors.en
dc.description.statusPeer-revieweden
dc.format.extent11en
dc.identifier.issn0269-7491en
dc.identifier.otherWOS:000911207500001en
dc.identifier.otherPubMed:36563987en
dc.identifier.otherORCID:/0000-0001-7412-5584/work/168318660en
dc.identifier.scopus85144805263en
dc.identifier.urihttps://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=anu_research_portal_plus2&SrcAuth=WosAPI&KeyUT=WOS:000911207500001&DestLinkType=FullRecord&DestApp=WOS_CPLen
dc.identifier.urihttps://hdl.handle.net/1885/733754827
dc.language.isoenen
dc.sourceEnvironmental Pollutionen
dc.subjectSocieties environmental committeeen
dc.subjectNoncommunicable diseasesen
dc.subjectSystemic inflammationen
dc.subjectGrowthen
dc.subjectAssociationen
dc.subjectParticlesen
dc.subjectDeclineen
dc.subjectModelen
dc.subjectForumen
dc.subjectRisken
dc.titleA cross-sectional analysis of long-term exposure to ambient air pollution and cognitive development in children aged 3-4 years living in 12 low- and middle-income countriesen
dc.typeJournal articleen
dspace.entity.typePublicationen
local.contributor.affiliationOdo, Daniel B.; University of Queenslanden
local.contributor.affiliationYang, Ian A.; Prince Charles Hospitalen
local.contributor.affiliationDey, Sagnik; Indian Institute of Technology Delhien
local.contributor.affiliationHammer, Melanie S.; Washington University St. Louisen
local.contributor.affiliationvan Donkelaar, Aaron; Washington University St. Louisen
local.contributor.affiliationMartin, Randall V.; Washington University St. Louisen
local.contributor.affiliationDong, Guang-Hui; Sun Yat-Sen Universityen
local.contributor.affiliationYang, Bo-Yi; Sun Yat-Sen Universityen
local.contributor.affiliationHystad, Perry; Oregon State Universityen
local.contributor.affiliationKnibbs, Luke D.; University of Sydneyen
local.identifier.citationvolume318en
local.identifier.doi10.1016/j.envpol.2022.120916en
local.identifier.pure260d21f0-2873-4e27-8d39-826d9af05b74en
local.identifier.urlhttps://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=anu_research_portal_plus2&SrcAuth=WosAPI&KeyUT=WOS:000911207500001&DestLinkType=FullRecord&DestApp=WOS_CPLen
local.identifier.urlhttps://www.scopus.com/pages/publications/85144805263en
local.type.statusPublisheden

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