Evidence map›Paper›PMID 41047338›Full record

ArticleIndustrial health2026

Association of unmet healthcare needs with health-related productivity loss, work ability, and work engagement.

Heejoo Ko, Seong-Sik Cho, Dong-Wook Lee, Jaesung Choi, Mo-Yeol Kang

Abstract read
In one paragraph

Article in Industrial health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Heejoo KoCollege of Medicine, The Catholic University of Korea, Republic of Korea.
Seong-Sik ChoDepartment of Occupational and Environmental Medicine, College of Medicine, Dong-A University, Republic of Korea.
Dong-Wook LeeDepartment of Occupational and Environmental Medicine, Inha University Hospital, Republic of Korea.
Jaesung ChoiDepartment of Global Economics, Sungkyunkwan University, Republic of Korea.
Mo-Yeol KangDepartment of Occupational and Environmental Medicine, College of Medicine, The Catholic University of Korea, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examines the association of unmet healthcare needs (UHNs) with health-related productivity loss (HRPL), work ability, and work engagement among Korean workers. We analyzed 6,633 workers from two waves (August 2023 and September 2024) of the Korean Work, Sleep, and Health Study, a nationwide panel survey. UHNs were assessed based on self-reported experiences of forgoing necessary medical care. HRPL, work ability, and work engagement were measured using validated instruments. The generalized estimating equation models to repeated measurements applied to examine associations between UHNs and labor-related outcomes, adjusting for sociodemographic factors. Workers with UHNs had a 9.517 percentage point higher HRPL, 3.348-fold higher odds of poor work ability, and 1.506-fold higher odds of low work engagement compared with those without UHNs. Among causes of UHNs, financial constraints were associated with the largest increases in HRPL, poor work ability and low work engagement. These findings suggest that inadequate access to healthcare not only affects individual health but also has substantial implications for labor outcomes. Policy interventions to reduce UHNs, particularly for financially vulnerable workers, may improve both health and labor outcomes.

Indexed as

EfficiencyHealth Services Needs and DemandWork EngagementAdultFemaleHealth Services AccessibilityHumansMaleMiddle AgedRepublic of KoreaSurveys and QuestionnairesHealth-related productivity lossHealth services accessibilityUnmet healthcare needsWork abilityWork engagement

Identifiers

PMID41047338
PMCPMC13186621

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.