Evidence map›Paper›PMID 39302342›Full record

ArticleJMIR public health and surveillance2024

Inequality in Mortality and Cardiovascular Risk Among Young, Low-Income, Self-Employed Workers: Nationwide Retrospective Cohort Study.

Byungyoon Yun, Heejoo Park, Jaesung Choi, Juyeon Oh, Juho Sim, Yangwook Kim, Jongmin Lee, Jin-Ha Yoon

Abstract read
In one paragraph

Article in JMIR public health and surveillance, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Byungyoon YunDepartment of Preventive Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.ORCID 0000-0001-7055-6424
Heejoo ParkDepartment of Public Health, Graduate School, Yonsei University, Seoul, Republic of Korea.ORCID 0009-0006-5365-6435
Jaesung ChoiDepartment of Global Economics, Sungkyunkwan University, Seoul, Republic of Korea.ORCID 0000-0002-7183-4542
Juyeon OhDepartment of Public Health, Graduate School, Yonsei University, Seoul, Republic of Korea.ORCID 0000-0002-9843-4928
Juho SimDepartment of Public Health, Graduate School, Yonsei University, Seoul, Republic of Korea.ORCID 0000-0001-7652-4482
Yangwook KimDepartment of Public Health, Graduate School, Yonsei University, Seoul, Republic of Korea.ORCID 0000-0002-9162-5350
Jongmin LeeDepartment of Public Health, Graduate School, Yonsei University, Seoul, Republic of Korea.ORCID 0009-0004-7577-2686
Jin-Ha YoonDepartment of Preventive Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.ORCID 0000-0003-4198-2955

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Self-employment is a significant component of South Korea's labor force; yet, it remains relatively understudied in the context of occupational safety and health. Owing to different guidelines for health checkup participation among economically active individuals, disparities in health maintenance may occur across varying employment statuses. Objective: This study aims to address such disparities by comparing the risk of all-cause mortality and comorbidities between the self-employed and employee populations in South Korea, using nationwide data. We sought to provide insights relevant to other countries with similar cultural, social, and economic contexts. Methods: This nationwide retrospective study used data from the Korean National Health Insurance Service database. Participants (aged 20-59 y) who maintained the same insurance type (self-employed or employee insurance) for ≥3 years (at least 2008-2010) were recruited for this study and monitored until death or December 2021-whichever occurred first. The primary outcome was all-cause mortality. The secondary outcomes were ischemic heart disease, ischemic stroke, cancer, and hospitalization with a mental illness. Age-standardized cumulative incidence rates were estimated through an indirect method involving 5-unit age standardization. A multivariable Cox proportional hazards model was used to estimate the adjusted hazard ratio (HR) and 95% CI for each sex stratum. Subgroup analyses and an analysis of the effect modification of health checkup participation were also performed. Results: A total of 11,652,716 participants were analyzed (follow-up: median 10.92, IQR 10.92-10.92 y; age: median 42, IQR 35-50 y; male: n=7,975,116, 68.44%); all-cause mortality occurred in 1.27% (99,542/7,851,282) of employees and 3.29% (124,963/3,801,434) of self-employed individuals (P<.001). The 10-year cumulative incidence rates of all-cause mortality differed significantly by employment status (1.1% for employees and 2.8% for self-employed individuals; P<.001). The risk of all-cause mortality was significantly higher among the self-employed individuals when compared with that among employees, especially among female individuals, according to the final model (male: adjusted HR 1.44, 95% CI 1.42-1.45; female: adjusted HR 1.89, 95% CI 1.84-1.94; P<.001). The risk of the secondary outcomes, except all types of malignancies, was significantly higher among the self-employed individuals (all P values were <.001). According to subgroup analyses, this association was prominent in younger individuals with lower incomes who formed a part of the nonparticipation groups. Furthermore, health checkup participation acted as an effect modifier for the association between employment status and all-cause mortality in both sexes (male: relative excess risk due to interaction [RERI] 0.76, 95% CI 0.74-0.79; female: RERI 1.13, 95% CI 1.05-1.21). Conclusions: This study revealed that self-employed individuals face higher risks of all-cause mortality, cardio-cerebrovascular diseases, and mental illnesses when compared to employees. The mortality risk is particularly elevated in younger, lower-income individuals who do not engage in health checkups, with health checkup nonparticipation acting as an effect modifier for this association.

Indexed as

Cardiovascular DiseasesEmploymentAdultCohort StudiesFemaleHealth Status DisparitiesHumansMaleMiddle AgedMortalityPovertyRepublic of KoreaRetrospective StudiesRisk FactorsYoung Adultall-cause mortalitycardiovascular diseaseeffect modificationemployeehealth checkupsinequalitymental illnessnationwide studyself-employedsocioeconomic status

Identifiers

PMID39302342
PMCPMC11429069

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.