Evidence map›Paper›PMID 39472881›Full record

ArticleBMC public health2024

Air pollution and under-5 child mortality: linking satellite and IPUMS-DHS data across 41 countries in South Asia and Sub-Saharan Africa.

Rafi Amir-Ud-Din, Ramesh Kumar, Nawal Naeem, Muhammad Khan

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In one paragraph

Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Rafi Amir-Ud-DinDepartment of Economics, COMSATS University Islamabad, Lahore Campus, Off Raiwind Road, Lahore, Pakistan.ORCID 0000-0003-4100-3382
Ramesh KumarDepartment of Public Health, Health Services Academy, Islamabad, Pakistan. drramesh1978@gmail.com.ORCID 0000-0002-9701-3179
Nawal NaeemDepartment of Public Health, Health Services Academy, Islamabad, Pakistan.
Muhammad KhanDepartment of Economics, COMSATS University Islamabad, Lahore Campus, Off Raiwind Road, Lahore, Pakistan.ORCID 0000-0001-7760-2374

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite progress, under-five mortality remains high, especially in Sub-Saharan Africa and South Asia, where around 13,400 children die daily. Environmental pollutants, including PM2.5 from outdoor air and household air pollution, significantly contribute to these preventable deaths.

methodsThis cross-country study combined satellite data with 113 surveys from the IPUMS-DHS dataset (1998-2019) to examine under-five child mortality in 41 developing countries. The integration of Global Annual Particulate Matter with a diameter of 2.5 micrometres or less (PM2.5) Grids from Socioeconomic Data and Applications Center (SEDAC) and geospatial data from the DHS Program enabled a focused analysis of the association between indoor and outdoor air pollution, particularly PM2.5, and child mortality rates using both logistic and multilevel logistic regression models, as well as estimating Population Attributable Fractions (PAF) to quantify the mortality burden attributable to these pollutants.

resultsOutdoor air pollution, measured by a one standard deviation increase in PM2.5, significantly increased the risk of child mortality (Odds Ratio [OR]: 1.14; 95% Confidence Interval [CI]: 1.10-1.18; p < 0.001). Moderate and high household air pollution exposure also heightened this risk, with increases of 37% (OR: 1.37; 95% CI: 1.24-1.53; p < 0.001) and 40% (OR: 1.40; 95% CI: 1.26-1.56; p < 0.001), respectively, compared to no exposure. Multilevel models (Models 5a and 10a) produced similar estimates to standard logistic regression, indicating robust associations. Additionally, Population Attributable Fraction analysis revealed that approximately 11.9% of under-five mortality could be prevented by reducing ambient PM2.5 exposure and 12.0% by mitigating household air pollution. The interaction between indoor and outdoor pollution revealed complex dynamics, with moderate and high household exposure associated with a reduction in mortality risk when combined with PM2.5. Geographical disparities were observed, with stronger correlations between outdoor air pollution and child mortality in Africa compared to Asia, and more pronounced impacts in low-income countries. However, household air pollution had stronger association with child mortality in Africa and lower- and middle-income countries.

conclusionsOur findings could serve as a guide for policy development aimed at reducing under-five mortality, ultimately contributing to the attainment of the Sustainable Development Goal (SDGs).

Indexed as

Air PollutionChild MortalityParticulate MatterAfrica South of the SaharaAir PollutantsAsiaAsia, SouthernChild, PreschoolDeveloping CountriesFemaleHumansInfantInfant, NewbornMaleAir PollutantsParticulate MatterDeveloping countriesIndoor air pollutionOutdoor air pollutionSolid cooking fuelsUnder-5 child mortality

Identifiers

PMID39472881
PMCPMC11523805

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.