Air pollution increases the risk of frailty: China Health and Retirement Longitudinal Study (CHARLS)

The longitudinal association between multiple air pollutants and frailty risk remains unexplored, and it is unclear which factors may modify this relationship. Using data from 10,584 Chinese adults aged 45 years and older in the 2011-2020 waves of the China Health and Retirement Longitudinal Study (CHARLS), we investigated whether exposure to PM<sub>1</sub>, PM<sub>2.5</sub>, PM<sub>10</sub>, O<sub>3</sub>, and NO<sub>2</sub> affects frailty over a median follow-up of seven years. Air pollutant data were obtained from the China High Air Pollutants (CHAP) dataset, and frailty was assessed using a 44-item Frailty Index (FI ≥ 0.25). Time-varying Cox proportional hazards models, adjusted for demographic, socioeconomic, and behavioral factors, indicated that each 10 μg/m³ increase in PM<sub>1</sub>, PM<sub>2.5</sub>, PM<sub>10</sub>, and NO<sub>2</sub> corresponded to a 7.8 %, 4.2 %, 3.8 %, and 12.9 % higher risk of frailty, respectively, while O<sub>3</sub> showed no significant association. Individuals who were sufficiently active appeared less affected by pollution, whereas those with no formal education were more vulnerable. Implementing future policies and interventions to reduce air pollution can potentially decrease the risk of frailty and promote healthy ageing.

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Publication Details

Journal
Journal of Hazardous Materials
Published
2025-04-01
DOI
https://doi.org/10.1016/j.jhazmat.2025.138105
Citations
40
Primary Topic
Air Quality and Health Impacts
Type
article
Field-Weighted Citation Impact
47.99
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article

Air pollution increases the risk of frailty: China Health and Retirement Longitudinal Study (CHARLS)

Danijela Gašević, Yuanyuan Anna Wang, Yuquan Chen, Shanshan Li et al.
40 citations
Journal of Hazardous Materials
Air Quality and Health Impacts
47.99
article

Air pollution increases the risk of frailty: China Health and Retirement Longitudinal Study (CHARLS)

Danijela Gašević, Yuanyuan Anna Wang, Yuquan Chen, Shanshan Li, Yuming Guo, Zhihu Xu
article en
40 citations

Abstract

The longitudinal association between multiple air pollutants and frailty risk remains unexplored, and it is unclear which factors may modify this relationship. Using data from 10,584 Chinese adults aged 45 years and older in the 2011-2020 waves of the China Health and Retirement Longitudinal Study (CHARLS), we investigated whether exposure to PM<sub>1</sub>, PM<sub>2.5</sub>, PM<sub>10</sub>, O<sub>3</sub>, and NO<sub>2</sub> affects frailty over a median follow-up of seven years. Air pollutant data were obtained from the China High Air Pollutants (CHAP) dataset, and frailty was assessed using a 44-item Frailty Index (FI ≥ 0.25). Time-varying Cox proportional hazards models, adjusted for demographic, socioeconomic, and behavioral factors, indicated that each 10 μg/m³ increase in PM<sub>1</sub>, PM<sub>2.5</sub>, PM<sub>10</sub>, and NO<sub>2</sub> corresponded to a 7.8 %, 4.2 %, 3.8 %, and 12.9 % higher risk of frailty, respectively, while O<sub>3</sub> showed no significant association. Individuals who were sufficiently active appeared less affected by pollution, whereas those with no formal education were more vulnerable. Implementing future policies and interventions to reduce air pollution can potentially decrease the risk of frailty and promote healthy ageing.

Journal of Hazardous MaterialsVol. 492
Monash University (AU)
Openalex Percentile: Top 0%
Air Quality and Health Impacts
47.99
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Air pollution increases the risk of frailty: China Health and Retirement Longitudinal Study (CHARLS) — Danijela Gašević, Yuanyuan Anna Wang, et al. · Journal of Hazardous Materials (2025) | TGRS Research Map | TGRS