Evidence map›Paper›PMID 42495591›Full record

ArticlePreventive medicine reports2026

Health belief model-based predictors of preventive Behaviors related to cooking fume exposure among institutional foodservice workers in South Korea.

Chin A Lee, Sunny Ham

Abstract read
In one paragraph

Article in Preventive medicine reports, 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

2 authors.

Chin A LeeDepartment of Food and Nutrition, Yonsei University, Seoul, Republic of Korea.
Sunny HamDepartment of Food and Nutrition, Yonsei University, Seoul, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Occupational exposure to cooking fumes has been associated with an increased risk of lung cancer. However, limited research has examined determinants of preventive behavior among institutional foodservice workers. This study applies the Health Belief Model (HBM) to investigate behavioral predictors and the moderating role of risk awareness. Methods: A cross-sectional survey was conducted during the last week of October 2024 among 305 institutional foodservice workers in South Korea. Structural equation modeling and multi-group analysis were used to examine relationships among Health Belief Model constructs and preventive behavior, as well as the moderating effect of awareness of the association between cooking fumes and lung cancer. Results: Perceived threat and perceived benefits were significant predictors of preventive behavior. Perceived susceptibility and severity contributed to perceived threat. Risk awareness significantly moderated the relationship between perceived barriers and preventive behavior. Conclusions: The findings highlight the importance of risk awareness and health belief factors in promoting preventive behaviors related to occupational carcinogen exposure. Targeted risk communication strategies may enhance workplace health interventions and reduce disparities in occupational health outcomes.

Indexed as

Cooking fumesHealth belief modelOccupational healthPreventive behaviorRisk awareness

Identifiers

PMID42495591
PMCPMC13393644

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.