Evidence map›Paper›PMID 41559538›Full record

ArticleKorean journal of family medicine2026

Potential role of regular physicians in improving health literacy in patients with chronic diseases: a retrospective cross-sectional study in Korea.

Hye Sook Min, Kyung-Shin Lee, Dong-Hee Ryu, Jeehye Lee

Abstract read
In one paragraph

Article in Korean journal of family medicine, 2026. 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

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Health literacy and primary care organization.Korean journal of family medicine · 2026
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Hye Sook MinPublic Health Research Institute, National Medical Center, Seoul, Korea.
Kyung-Shin LeePublic Health Research Institute, National Medical Center, Seoul, Korea.
Dong-Hee RyuDepartment of Preventive Medicine, Daegu Catholic University School of Medicine, Daegu, Korea.
Jeehye LeeDepartment of Preventive Medicine, Konkuk University School of Medicine, Chungju, Korea. jeehyesophielee@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The availability of health information through media has raised public awareness of health literacy (HL). HL is essential for medication adherence and self-management in individuals with chronic diseases, and for those without chronic conditions, HL is important for promoting health and engaging in preventive behaviors. This study examined the role of having a regular physician in improving HL among Korean adults, both with and without chronic diseases. Methods: We conducted a retrospective, cross-sectional analysis using data from 8,322 participants in the 2021 Korea Health Panel Study. HL was measured with the 16-item European Health Literacy Survey Questionnaire. To identify factors associated with HL categories and to calculate adjusted mean HL scores, we used multiple logistic regression and weighted linear regression. Results: Among participants with chronic diseases (n=4,627), 56.6% reported having a regular physician, with the largest group (42.7%) showing inadequate HL. After adjustment, age 75 years or older and lower education were significantly linked to lower HL levels, regardless of chronic disease status. Having a regular physician was significantly associated with higher HL levels in participants with chronic diseases (adjusted odds ratio, 1.94; 95% confidence interval, 1.42-2.63), but not in those without chronic diseases. Participants with chronic diseases who had a regular physician showed higher mean HL scores across all HL competencies and domains. Conclusion: Although access to health information has increased, the risk of encountering conflicting or misleading content has grown. These findings emphasize the importance of regular physicians in guiding patients and improving HL, especially among individuals with chronic diseases.

Indexed as

Chronic DiseaseHealth LiteracyInformation SourcesPhysicians

Identifiers

PMID41559538
PMCPMC13617294

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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.