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Occupational Disparities in PM2.5-Related Mortality in Seoul, South Korea: Applying Distributed Lag Models
Jiyoung Shin1, Jongmin Oh2,3,4, Kyeezu Kim5
1Department of Health Care Policy Research, Korea Institute for Health and Social Affairs, Sejong, South Korea.
Occupational disparities in PM2.5 exposure significantly impact mortality risks. Blue-collar and elementary workers face higher risks, highlighting the need for targeted air quality interventions.
Area of Science:
- Environmental Health
- Epidemiology
- Occupational Health
Background:
- Particulate matter (PM2.5) exposure is a global health concern.
- Existing research often overlooks occupational variations in PM2.5-related health outcomes.
- Understanding these disparities is crucial for equitable public health policies.
Purpose of the Study:
- To investigate occupational disparities in mortality associated with fine particulate matter (PM2.5) in Seoul, South Korea.
- To identify specific worker groups with elevated vulnerability to PM2.5 exposure.
- To inform targeted environmental health strategies.
Main Methods:
- Analysis of a population-based dataset of daily mortality and PM2.5 concentrations in Seoul over five years.
- Utilized Generalized Additive Models and Distributed Lag Models to assess short-term PM2.5-mortality associations.
- Subgroup analyses included stratification by age, sex, and occupation.
Main Results:
- A significant positive association between PM2.5 concentrations and all-cause mortality was confirmed.
- Distinct patterns of PM2.5-related mortality were observed across socio-demographic subgroups.
- Blue-collar and elementary workers exhibited substantially higher relative risks (RR) for PM2.5-related mortality.
Conclusions:
- Occupation is a critical determinant of vulnerability to PM2.5.
- Current air quality policies focusing solely on universal targets may not adequately address health inequalities.
- Tailored air quality management strategies for high-risk occupational groups are essential for mitigating environmental health disparities.
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