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April 15, 2026European Journal of Public Health0 citationsOpen Access

Cardiovascular disease risk across subsectors and occupations in the transportation and storage industry: a national cohort study

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JOJuyeon OhHPHeejoo ParkJLJian Lee

Key Points

  • This research aims to evaluate cardiovascular disease risk across different subsectors and occupations in the transportation industry.
  • Retrospective cohort study using linked health insurance and employment data.
  • Included male workers aged 35-54 years who maintained the same occupation from 2012 to 2013.
  • Calculated age-standardized incidence rates and standardized incidence ratios for various subsectors.
  • Stratified analysis by occupation, obesity, and smoking status.
  • Transportation industry had the highest age-standardized CVD incidence rate at 558.9 per 100,000 person-years.
  • Driving-related occupations in land and freight subsectors showed the highest standardized incidence ratios.
  • Aviation subsectors exhibited lower CVD incidence and better health indicators.
  • CVD risk variations persisted after accounting for obesity and smoking factors.

Abstract

Cardiovascular disease (CVD) is a major contributor to global morbidity and mortality. While the transportation industry is recognized as high-risk for CVD, variation across subsectors and occupations remains unclear. We evaluated CVD risk across subsectors and occupations in South Korea's transportation industry. This retrospective cohort study used linked data from Korean National Health Insurance Service and Employment Insurance databases. Male workers aged 35-54 years in 2013 who remained in the same occupation during 2012 and underwent health screening in 2012-2013 were included. Follow-up continued through 2022. We calculated age-standardized incidence rates, standardized incidence ratios (SIRs), and population-attributable fractions across industries, with stratified analyses by subsector, occupation and lifestyle factors. Among 2 300 512 workers, transportation industry exhibited the highest age-standardized CVD incidence rate (558.9 per 100 000 person-years) and population-attributable fraction (1.49%) of all industries. Within 182 551 transportation workers, driving-related occupations showed the highest SIRs, especially in land and freight subsectors. Aviation subsectors had lower CVD incidence and more favorable health indicators. These patterns remained consistent after stratification by obesity and smoking status. Substantial heterogeneity exists in CVD risk across transportation subsectors and occupations. Targeted prevention strategies are needed for high-risk groups, particularly drivers.

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Cite This Study

Oh et al. (2026) studied this question.

synapsesocial.com/papers/69df2bece4eeef8a2a6b0d95https://doi.org/10.1093/eurpub/ckag052
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