Quantification of life expectancy loss from air pollution in Slovakia

Abstract This study estimates municipality-level life expectancy loss (ΔLE) attributable to PM2.5 and benzo(a)pyrene (B(a)P) air pollution across Slovakia. We conducted a cross-sectional ecological analysis of 2924 municipalities, combining modelled and monitored air pollution data with demographic, healthcare, and mortality records. Exposure was defined using an air quality model for 2020–2024, complemented by long-term monitoring and historical reconstruction dating back to 1990, and categorized into quantiles. Life expectancy at birth was calculated from mortality data for 2008–2024. Associations were assessed using multivariable regression with socioeconomic and healthcare-related covariates. In parallel, WHO and SCHIF exposure response functions were applied within life tables to estimate ΔLE under a counterfactual PM2.5 concentration of 5 μg/m³. The combined IVW estimate indicated a mean national ΔLE of 1.03 years. Municipalities in the highest PM2.5 exposure category showed substantially lower life expectancy (Q20 vs Q1: −1.96 years; 95% CI: −2.51 to −1.41), with a clear monotonic gradient. SCHIF produced a steeper exposure-response gradient, whereas the WHO HRAPIE framework produced higher but more uniform estimates. Results were robust to covariate adjustments. Air pollution effects exceeded those associated with healthcare accessibility indicators and were most pronounced in rural areas dominated by solid-fuel combustion. Results suggest that air pollution explains a substantial, though partial, share of life expectancy differences in Slovakia.

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Publication Details

Journal
npj Clean Air
Published
2026-06-16
DOI
https://doi.org/10.1038/s44407-026-00085-2
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
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article

Quantification of life expectancy loss from air pollution in Slovakia

Dušan Štefánik, Imrich Berta, Jakub Linda, Michaela Mikulová et al.
npj Clean Air
Air Quality and Health Impacts
article

Quantification of life expectancy loss from air pollution in Slovakia

Dušan Štefánik, Imrich Berta, Jakub Linda, Michaela Mikulová, Alexandra Bražinová, Veronika Rybanska
article en

Abstract

Abstract This study estimates municipality-level life expectancy loss (ΔLE) attributable to PM2.5 and benzo(a)pyrene (B(a)P) air pollution across Slovakia. We conducted a cross-sectional ecological analysis of 2924 municipalities, combining modelled and monitored air pollution data with demographic, healthcare, and mortality records. Exposure was defined using an air quality model for 2020–2024, complemented by long-term monitoring and historical reconstruction dating back to 1990, and categorized into quantiles. Life expectancy at birth was calculated from mortality data for 2008–2024. Associations were assessed using multivariable regression with socioeconomic and healthcare-related covariates. In parallel, WHO and SCHIF exposure response functions were applied within life tables to estimate ΔLE under a counterfactual PM2.5 concentration of 5 μg/m³. The combined IVW estimate indicated a mean national ΔLE of 1.03 years. Municipalities in the highest PM2.5 exposure category showed substantially lower life expectancy (Q20 vs Q1: −1.96 years; 95% CI: −2.51 to −1.41), with a clear monotonic gradient. SCHIF produced a steeper exposure-response gradient, whereas the WHO HRAPIE framework produced higher but more uniform estimates. Results were robust to covariate adjustments. Air pollution effects exceeded those associated with healthcare accessibility indicators and were most pronounced in rural areas dominated by solid-fuel combustion. Results suggest that air pollution explains a substantial, though partial, share of life expectancy differences in Slovakia.

npj Clean AirVol. 2(1)
Slovak Hydrometeorological Institute (SK), Ministry of Interior (SK), Brno University of Technology (CZ), Comenius University Bratislava (SK)
Openalex Percentile: Top 8%
Air Quality and Health Impacts
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Quantification of life expectancy loss from air pollution in Slovakia — Dušan Štefánik, Imrich Berta, et al. · npj Clean Air (2026) | TGRS Research Map | TGRS