Evidence map›Paper›PMID 42769234›Full record

ArticleFrontiers in public health2026

Research on the utilization of community health services and its determinants among older adults: a cross-sectional study in Liuzhou City.

Youfu Liu, Xue Wang, Jiahua Fu, Yanrui Chen, Yan Zhang, Tao Jiang, Zhihua Wang, Na Wang, Lei Zhang

Abstract read
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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

9 authors.

Youfu LiuGuangxi Key Laboratory of Diabetic Systems Medicine, Guilin Medical University, Guilin, Guangxi, China.
Xue WangGuangxi Key Laboratory of Diabetic Systems Medicine, Guilin Medical University, Guilin, Guangxi, China.
Jiahua FuSchool of Humanities and Management, Guilin Medical University, Guilin, Guangxi, China.
Yanrui ChenGuangxi Key Laboratory of Diabetic Systems Medicine, Guilin Medical University, Guilin, Guangxi, China.
Yan ZhangSchool of Humanities and Management, Guilin Medical University, Guilin, Guangxi, China.
Tao JiangSchool of Humanities and Management, Guilin Medical University, Guilin, Guangxi, China.
Zhihua WangGuangxi Key Laboratory of Diabetic Systems Medicine, Guilin Medical University, Guilin, Guangxi, China.
Na WangGuangxi Key Laboratory of Diabetic Systems Medicine, Guilin Medical University, Guilin, Guangxi, China.
Lei ZhangSchool of Artificial Intelligence Medicine, Guilin Medical University, Guilin, Guangxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This single-center, cross-sectional study investigates the health management demands, service utilization patterns, and their determinants among the older adults in a community of Liuzhou City, to provide empirical evidence for optimizing community-based older adults health services. With rising retirement ages and the increasing proportion of older workers in China's labor force, this study also examines how work status and schedule compatibility shape service utilization. Methods: Using a convenience sampling method, a questionnaire survey was conducted among 320 older adults individuals aged 60 and above in the jurisdiction of a community health service center in Liuzhou City in 2025. Grounded in Andersen's Behavioral Model, the survey covered predisposing, enabling, and need factors, alongside service utilization. Data were analyzed using descriptive statistics, chi-square tests, and binary logistic regression. Results: The chronic disease prevalence was 68.4%. While 82.5% were aware of the available community health services, only 45.6% regularly participated. The top three desired services were routine physical examinations (91.2%), chronic disease management (87.5%), and home-based medical services (65.3%). Regression analysis indicated that education level (OR = 2.35, 95% CI: 1.21-4.56), monthly income (OR = 1.98, 95% CI: 1.05-3.73), number of chronic diseases (OR = 3.11, 95% CI: 1.67-5.79), and co-residence with family (OR = 0.45, 95% CI: 0.22-0.92) were significant predictors of active participation. Need factors were the primary driver of participation, while enabling factors acted as critical facilitators or barriers. Conclusion: A significant "high demand, low utilization" paradox exists. These findings highlight a need for targeted, locally-tailored strategies focusing on vulnerable groups (e.g., low-income, single-living, less-educated older adults) in Liuzhou. Strengthening health education, diversifying services (especially home-based medical services), and integrating family support may enhance the effectiveness of community health management programs. However, further research in diverse settings is required to confirm the generalizability of these conclusions.

Indexed as

Community Health ServicesPatient Acceptance of Health CareAgedAged, 80 and overChinaChronic DiseaseCross-Sectional StudiesFemaleHumansMaleMiddle AgedSurveys and QuestionnairesAndersen’s Behavioral Modelcommunity health servicegeriatric health managementhealth service utilizationolder adultsolder workerswork–health intersection

Identifiers

PMID42769234
PMCPMC13590370

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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.