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2 "Healthcare disparities"
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Original Article
Occupational determinants of national health screening participation: an analysis of the Korea National Health and Nutrition Examination Survey (KNHANES), 2007–2023
Chan Young Lee, Jun-Pyo Myong, Mo-Yeol Kang
Ann Occup Environ Med 2026;38:e22.   Published online June 24, 2026
DOI: https://doi.org/10.35371/aoem.2026.38.e22
AbstractAbstract AbstractAbstract in Korean PDFSupplementary Material
Background
South Korea operates a national health screening program aimed at early detection of major diseases. Although participation rates have been linked to various socioeconomic and demographic factors, occupational determinants remain insufficiently characterized.
Methods
This study analyzed 37,987 employed wage earners from the Korea National Health and Nutrition Examination Survey conducted between 2007 and 2023. The primary outcome was self-reported health screening program participation within the preceding two years. Occupational characteristics—including classification of occupations, employment status, working hours, work arrangement, and supervisory role—as well as workplace conditions and hazard exposures were examined. Prevalence ratios (PRs) with 95% confidence intervals were calculated for each characteristic. Generalized additive models were used to examine the nonlinear association between weekly working hours and participation rates. Multivariable modified Poisson regression models incorporating interaction terms between occupational characteristics and survey year assessed temporal trends in participation disparities.
Results
The overall health examination rate was 71.32%. Compared with managers, all other occupational categories—except armed forces—had significantly lower PRs of participation, with sales workers showing the lowest. Temporary, daily, non-regular, and part-time workers showed significantly lower PRs. Those working less than 35 or more than 52 hours per week showed significantly lower PRs than the reference group (35–52 hours). An inverted U-shaped association was observed, with participation peaking at approximately 40–50 hours per week. Among workplace conditions, decision-making authority, working under time pressure, and physical hazard exposure were associated with higher participation, whereas prolonged uncomfortable postures and heavy material handling were associated with lower participation. Over the 17-year study period, the adjusted PRs for working hours showed no significant temporal change.
Conclusions
Significant occupational disparities in health screening participation exist among Korean wage earners. Targeted interventions addressing vulnerable occupational groups are warranted to reduce disparities and improve overall worker health outcomes.
건강검진 참여의 직업적 결정요인: 국민건강영양조사(2007–2023) 분석
목적
한국은 암, 심혈관 질환 등 주요 질병의 조기 발견을 목적으로 국가건강검진 프로그램을 운영하고 있다. 검진 참여율은 다양한 사회경제적·인구학적 요인과 관련이 있는 것으로 알려져 있으나, 직업적 결정요인에 대한 규명은 아직 충분하지 않다.
방법
2007년부터 2023년까지 실시된 한국의 국민건강영양조사(KNHANES) 자료의 임금근로자 37,987명을 대상으로 분석하였다. 주요 결과변수는 최근 2년 이내 건강검진 참여 여부(자가 보고)로 설정하였다. 직종 분류, 고용 형태, 근로 시간, 근무 형태, 관리자 여부 등 직업적 요인과 작업장 환경 및 유해요인 노출을 독립변수로 분석하였다. 각 요인별 비보정 유병률비와 95% 신뢰구간을 산출하였으며, 추가적으로, 주당 평균 근로시간과 일반건강검진 참여률 간의 연관성을 시각화하기 위해 일반화 가법 모델을 사용한 비모수 분석을 수행하였고, 직업적 요인과 조사연도 간 상호작용항을 포함한 다변량 수정된 포아송 회귀분석을 통해 참여 격차의 시간적 추세를 평가하였다.
결과
전체 건강검진 참여율은 71.32%였다. 관리자 직군은 군인을 제외한 모든 직종보다 유병률비가 유의하게 높았고 가장 낮은 직군은 판매 종사자였다. 임시직, 일용직, 비정규직 및 시간제 근로자의 참여율은 해당 요인의 비교군보다 유의하게 낮았다. 주당 평균 근로시간에 따른 비교에서, 35시간 미만 또는 52시간 초과 근무군 모두 대조군(35~52시간)에 비해 유의하게 낮은 유병률비를 나타냈다. 주당 근로 시간과 참여율 사이에는 역U자형 관계가 관찰되었으며, 주 40~50시간 근무 시 참여율이 가장 높았다. 작업장 환경 요인 중 의사결정 권한, 시간 압박 하 근무, 물리적 유해요인 노출은 높은 참여율과 관련이 있었던 반면, 장시간 불편한 자세, 중량물 취급은 낮은 참여율과 관련이 있었다. 17년의 조사 기간 동안, 근로시간에 대한 보정된 유병률비는 유의한 변화를 보이지 않았다.
결론
한국의 임금근로자 사이에는 건강검진 참여의 직업적 요인에 따른 유의한 격차가 존재한다. 이러한 격차를 줄이고 근로자의 전반적인 건강 결과를 개선하기 위해 취약한 직업군을 대상으로 한 맞춤형 개입이 필요하다.
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Research Article
Participation inequality in the National General Health Examination based on enterprise size
Young Joong Kang, Jong Heun Park, Huisu Eom, Bohwa Choi, Seyoung Lee, Ji-Won Lee, Jun-Pyo Myong
Ann Occup Environ Med 2017;29:3.   Published online February 22, 2017
DOI: https://doi.org/10.1186/s40557-017-0159-y
AbstractAbstract PDF
Background

Health examinations are performed so that diseases can be identified and treated earlier. Several studies have evaluated the determinants of participation in health examinations including cancer screening, but few have evaluated the relationship between the size of the enterprise and their participation in Workers’ General Health Examinations (WGHE). The aim of the present study was to estimate the association of WGHE participation with the size of the enterprise and the type of policyholder.

Methods

The eligible population from 2006 through 2013 was extracted from the National Health Insurance Service (NHIS) database. The population size ranged from 14–17 million. After adjustment for age and gender, multiple logistic regression analysis was performed to estimate the odds ratios of participating in the WGHE (by age group) based on the type of policyholder (reference: public officers) and the size of the enterprise (reference: enterprise size ≥300 employees), respectively.

Results

Workers employed at enterprises with <50 persons were less likely to participate in WGHEs than those employed at enterprises with ≥300 persons. After policyholders were stratified by type (non-office workers vs. public officers), a disparity in the WGHE participation rate was found between the different types of policyholders at enterprises with <50 employees (reference: those employed at enterprises with ≥300 employees); the odds ratios for subjects in their 40s and 50s were 0.2–0.3 for non-office workers vs. 0.8–2.0 for public officers.

Conclusion

Workplace policyholders at small enterprises comprised a vulnerable group less likely to participate in WGHEs. Efforts should be made to raise the WGHE participation rate among the vulnerable employees belonging to small enterprises, as well as among their dependents.


Citations

Citations to this article as recorded by  
  • Risk of Cardiovascular Disease According to Standard Industrial Sectors: A Nationwide Longitudinal Study
    Hee Joo Park, Youngsun Park, Juyeon Oh, Jian Lee, Juho Sim, Byungyoon Yun, Jin-Ha Yoon
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  • Socio-economic Determinants of Health Check-up Attendance among Korean Young Adults: Analysis of the 9th KNHANES (2022-2024)
    Chang Soo Lee, Mi Ah Han, Seong Woo Choi, So Yeon Ryu
    Journal of Health Informatics and Statistics.2026; 51(2): 83.     CrossRef
  • Income-based inequality in nationwide general health checkup participation in Japan
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  • The roles of doctors, nurses, and industrial hygienists in the healthcare management services in Korea: a comparison of the opinions of specialized health management institutions and entrusted enterprises
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    Annals of Occupational and Environmental Medicine.2018;[Epub]     CrossRef
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