Evidence map›Paper›PMID 41291637›Full record

ArticleBMC public health2025

Association between occupational health literacy and occupational stress among workers in metal mining, metallurgy and non-metallic manufacturing in Gansu, China.

Haiya Zhang, Wenli Zhao, Yuhong He, Jialong Wu

Abstract read
In one paragraph

Article in BMC public health, 2025. 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

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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

4 authors.

Haiya ZhangDepartment of Occupational Health, Gansu Center for Disease Control and Prevention, Lanzhou, 730000, China.
Wenli ZhaoDepartment of Occupational Health, Gansu Center for Disease Control and Prevention, Lanzhou, 730000, China. zhaowenli2011@126.com.
Yuhong HeDepartment of Occupational Health, Gansu Center for Disease Control and Prevention, Lanzhou, 730000, China.
Jialong WuDepartment of Occupational Health, Gansu Center for Disease Control and Prevention, Lanzhou, 730000, China.

Funding

Gansu Provincial Science and Technology Program 20JR10RA420
6 · The paper itself

Abstract

backgroundOccupational stress has become a significant public health concern, and health literacy (HL) is increasingly recognized as a potential influencing factor. However, most existing studies focus on knowledge-intensive occupational groups such as healthcare and education, while research on the relationship between occupational health literacy (OHL) and occupational stress in traditional industrial settings, such as factories and mines, remains limited.

methodsThe study sample comprised 3,772 employees from the metal mining, metallurgy, and non-metallic mineral products industries located in Gansu Province. OHL was evaluated using the Individual Questionnaire of the National Key Population Occupational Health Literacy Monitoring Survey (IQ-NKPOHLMS), while occupational stress was measured via the Core Occupational Stress Scale (COSS). The analytical methods employed encompassed logistic regression modeling, restricted cubic spline (RCS) analyses, and subgroup analyses. These approaches were utilized to evaluate the association between occupational health literacy (OHL) and occupational stress, investigate potential dose-response relationships, and assess interaction effects.

resultsAmong participants, 55.6% exhibited adequate levels of occupational health literacy. Logistic regression analyses indicated that each one-point increment in OHL (continuous variable) was associated with a 2% reduction in the odds of experiencing occupational stress (OR = 0.981, 95% CI: 0.976–0.985). Furthermore, workers classified as having adequate OHL demonstrated a 31.6% lower likelihood of occupational stress compared to those with inadequate OHL (OR = 0.684, 95% CI: 0.589–0.793). The RCS analysis substantiated a significant linear dose-response relationship between OHL and occupational stress (p for nonlinearity = 0.2715). Subgroup analyses revealed that weekly working hours significantly moderated this association, with the protective effect of OHL being more pronounced among workers with shorter working hours; this interaction was statistically significant (p for interaction < 0.001).

conclusionAdequate occupational health literacy is strongly linked to a lower risk of occupational stress, especially among employees who work fewer hours. This indicates that improving occupational health literacy should be a key part of workplace health initiatives, particularly for those involved in prolonged, demanding jobs. Additionally, strategies such as encouraging reasonable work hours, minimizing excessive overtime, and implementing focused occupational health literacy programs are advised to comprehensively enhance workers’ mental well-being.

Indexed as

Health LiteracyManufacturing IndustryMetallurgyMiningOccupational StressAdultChinaFemaleHumansMaleMiddle AgedSurveys and QuestionnairesHealth literacyLonger working hoursMental healthOccupational health literacyOccupational stress

Identifiers

PMID41291637
PMCPMC12751191

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LicenceCC BY
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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.