Evidence map›Paper›PMID 42332645›Full record

ArticleBMC public health2026

A cross-sectional study of health literacy and health behaviors among adults in South Korea: findings from a principal component analysis.

Hyein Shin, Woohyeon Kim

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Article in BMC public 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.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Hyein ShinDivision of Healthcare Research, National Evidence-based Healthcare Collaborating Agency, Seoul, South Korea.
Woohyeon KimGraduate School of Urban Public Health, University of Seoul, Seoul, South Korea. whkim@uos.ac.kr.ORCID 0000-0002-4988-2599

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealth literacy and health behaviors are closely related and play key roles in health promotion. Previous studies have reported that low health literacy is associated with unhealthy behaviors. It is important to identify which latent dimensions of health literacy are particularly associated with health behaviors. This study aimed to examine the association between components of health literacy and health behaviors among South Korean adults.

methodsA cross-sectional study design was used with data from the Korea Health Panel Survey. The principal component analysis was applied to the HLS-EU-Q16 to extract dimensions of health literacy, and multivariate logistic regression was conducted to assess their associations with health behaviors.

resultsHealth literacy tertiles were significantly associated with socioeconomic status, insurance coverage, chronic disease, disability, self-rated health status, and health behaviors (p < .05). Principal component analysis identified two distinct components. Component 1 represented active engagement and the ability to access, appraise, and apply health information. Component 2 reflected a compliance-oriented dimension involving understanding and applying health-related information. Individuals with higher levels of active engagement were more likely to participate in regular physical activity (OR = 1.08, p < .01) and to attempt weight control (OR = 1.05, p < .05). By contrast, compliance-oriented health literacy was negatively associated with regular physical activity (OR = 0.93, p < .01) and positively associated with current alcohol consumption (OR = 1.10, p < .01). Similar patterns were observed in analyses stratified by educational attainment, particularly among individuals without a college education.

conclusionsThis study used principal component analysis to identify two underlying components of health literacy and demonstrated that each component had a distinct relationship with health behaviors. The findings highlight the need for policies that foster proactive health literacy and encourage active information-seeking.

Indexed as

Health BehaviorHealth LiteracyAdultCross-Sectional StudiesFemaleHealth SurveysHumansMaleMiddle AgedPrincipal Component AnalysisRepublic of KoreaSocioeconomic FactorsYoung AdultAlcohol consumptionHealth literacyHealthy weightPrincipal component analysisSmoking behavior

Identifiers

PMID42332645
PMCPMC13539713

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