Evidence map›Paper›PMID 40352112›Full record

ArticleRisk management and healthcare policy2025

Associations Between Health Literacy and Chronic Disease Prevalence Among Employees in Chinese Petroleum Companies: A Cross-Sectional Study.

Huifen Ma, Yiming Su, Shichao Zhao, Ying Wang, Xiaolin Wei, Haiyan Qu

Abstract read
In one paragraph

Article in Risk management and healthcare policy, 2025. 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

6 authors.

Huifen Ma *School of Medical Management, Shandong First Medical University, Jinan, People's Republic of China.
Yiming Su *School of Public Science and Public Administration, Shandong University, Qingdao, People's Republic of China.
Shichao Zhao *School of Administration, Shandong Normal University, Jinan, People's Republic of China.ORCID 0009-0003-7441-6164
Ying Wang *School of Management, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.ORCID 0009-0006-6953-3587
Xiaolin WeiDalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.ORCID 0000-0002-3076-2650
Haiyan QuSchool of Health Professions, University of Alabama at Birmingham, Birmingham, AL, USA.ORCID 0000-0002-0044-589X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Employees in the petrochemical industry are exposed to numerous occupational hazards, contributing to a higher prevalence of chronic diseases. Health literacy, which reflects an individual's ability to access, understand, and use health information, is a critical factor in managing chronic diseases. However, its specific role in this workforce is not well understood. Objective: This study investigates the associations between health literacy and the prevalence and number of chronic diseases among employees in a Chinese petrochemical company. Methods: In March 2022, a cross-sectional survey collected 39,491 valid responses from employees of a large petrochemical company in Shandong Province, China. Health literacy was measured using the National Health Literacy Monitoring Questionnaire, while chronic disease prevalence and number were self-reported. Logistic and linear regression were used to examine associations between health literacy and chronic disease prevalence and count, respectively. Results: Among respondents, 72.1% reported at least one chronic disease, and 53.9% were classified as having adequate health literacy. The domain of Health-Related Skills had the lowest qualification rate (46.4%), and the dimension of Chronic Disease Prevention and Control was the lowest-scoring dimension (33.0%). Overall health literacy was not significantly associated with chronic disease prevalence but was negatively associated with the number of chronic diseases (B = -0.05, 95% CI: -0.08 - -0.02, p < 0.001). Notably, higher literacy in Chronic Disease Prevention and Control was significantly associated with both reduced prevalence (OR = 0.95, 95% CI: 0.90-1.00, p = 0.034) and fewer chronic diseases (B = -0.01, 95% CI: -0.02-0.00, p = 0.004). Conclusion: While overall health literacy was not significantly associated with chronic disease prevalence, it was negatively associated with the number of chronic diseases. Moreover, health literacy in Chronic Disease Prevention and Control showed significant associations with both lower prevalence and fewer chronic diseases.

Indexed as

chronic diseasehealth literacyhealth managementhealth promotionpetrochemical companies

Identifiers

PMID40352112
PMCPMC12063634

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.