Evidence map›Paper›PMID 42368967›Full record

ArticleFrontiers in public health2026

Predictors of health management participation in community-dwelling older adults: a cross-sectional study based on the health belief model.

Rong Huang, Guangyi Luo, Tao Jiang

Abstract read
In one paragraph

Article in Frontiers in 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Rong HuangSchool of Humanities, Zhuhai City Polytechnic, Zhuhai, China.
Guangyi LuoSchool of Humanities and Management, Guilin Medical University, Guilin, China.
Tao JiangSchool of Humanities and Management, Guilin Medical University, Guilin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to assess the current status of health management cognition, health beliefs, and behaviors among community-dwelling older adults in Nanning, China, and to identify factors influencing their health management behaviors using the Health Belief Model (HBM). Methods: A descriptive cross-sectional study was conducted from March to June 2024. A convenience sample of 250 older adults (≥60 years) was recruited from an urban community in Nanning. Data were collected through face-to-face interviews using a structured questionnaire, including sociodemographic characteristics, health management cognition and behavior items, and a culturally adapted Health Belief Scale (10 items, five dimensions). Reliability (Cronbach's α = 0.81) and construct validity ( Results: The overall mean health belief score was 3.42 ± 0.68. Perceived benefits (3.85 ± 0.72) and self-efficacy (3.12 ± 0.81) were the highest and lowest-scoring dimensions, respectively. Only 54.4% of participants had ever received health management services. Binary logistic regression revealed that higher educational level (OR = 1.38, 95% CI Conclusion: Health management behaviors among older adults in Nanning are jointly determined by modifiable health beliefs (perceived benefits, self-efficacy) and socioeconomic resources (education, income). Public health interventions should integrate benefit-focused education, self-efficacy enhancement programs, and structural strategies to reduce access barriers for disadvantaged subgroups, particularly those with lower education and income levels.

Indexed as

Health BehaviorHealth Belief ModelHealth Knowledge, Attitudes, PracticeIndependent LivingAgedAged, 80 and overAging in PlaceChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedSelf EfficacySurveys and Questionnairescommunity healthcross-sectional studyHealth Belief Model (HBM)health management behaviorolder adultsself-efficacy

Identifiers

PMID42368967
PMCPMC13295613

What OpenQuestion holds

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LicenceCC BY
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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.