Air pollution and under-5 child mortality: linking satellite and IPUMS-DHS data across 41 countries in South Asia and
Rafi Amir-Ud-Din1, Ramesh Kumar2, Nawal Naeem3
1Department of Economics, COMSATS University Islamabad, Lahore Campus, Off Raiwind Road, Lahore, Pakistan.
Insights
High levels of air pollution, specifically particulate matter (PM2.5), significantly increase under-five child mortality in developing nations. Reducing both household and outdoor PM2.5 exposure could prevent a substantial portion of these deaths.
Area of Science:
- Environmental Health
- Global Health
- Epidemiology
Background:
- Under-five mortality remains a critical global health issue, particularly in Sub-Saharan Africa and South Asia.
- Environmental pollutants, including fine particulate matter (PM2.5) from outdoor and household air, are significant contributors to preventable child deaths.
Purpose of the Study:
- To investigate the association between indoor and outdoor air pollution (PM2.5) and under-five child mortality in developing countries.
- To quantify the mortality burden attributable to PM2.5 exposure using Population Attributable Fractions (PAF).
Main Methods:
- A cross-country study combining satellite data with 113 IPUMS-DHS surveys (1998-2019) across 41 developing countries.
- Integration of Global Annual Particulate Matter (PM2.5) Grids and DHS geospatial data.
- Analysis using logistic and multilevel logistic regression models to estimate Odds Ratios (OR) and Population Attributable Fractions (PAF).
Main Results:
- Increased PM2.5 exposure (outdoor and household) significantly elevated under-five mortality risk (ORs ranging from 1.14 to 1.40).
- Population Attributable Fraction analysis indicated that 11.9% of under-five mortality could be prevented by reducing ambient PM2.5 and 12.0% by mitigating household air pollution.
- Geographical disparities observed, with stronger links between outdoor air pollution and child mortality in Africa and low-income countries.
Conclusions:
- Findings highlight the substantial impact of PM2.5 on under-five mortality, underscoring the need for targeted interventions.
- Policy development focused on reducing air pollution is crucial for achieving Sustainable Development Goals (SDGs) related to child survival.
Background:
Despite 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.
Methods:
This 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.
Results:
Outdoor 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.
Conclusions:
Our 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).
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