Evidence map›Paper›PMID 42553692›Full record

Observational studyFrontiers in public health2026

Analysis of patient activation and its influencing factors among Chinese rural older adults with chronic multimorbidity.

Xiao Yang, Yanhui Zhang, Danfeng Wang, Xiaofan Wang, Ruofan Qiao, Jixvan Zheng, Chunhui Zhang, Manli Wang

Abstract readObservational Study
In one paragraph

Observational study 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

What it found

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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

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3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

8 authors.

Xiao YangSchool of Nursing and Health, Zhengzhou University, Zhengzhou, China.
Yanhui ZhangSchool of Medicine, Huanghe Science & Technology University, Zhengzhou, China.
Danfeng WangSchool of Medicine, Huanghe Science & Technology University, Zhengzhou, China.
Xiaofan WangSchool of Nursing and Health, Zhengzhou University, Zhengzhou, China.
Ruofan QiaoSchool of Nursing and Health, Zhengzhou University, Zhengzhou, China.
Jixvan ZhengSchool of Nursing and Health, Zhengzhou University, Zhengzhou, China.
Chunhui ZhangSchool of Nursing and Health, Zhengzhou University, Zhengzhou, China.
Manli WangSchool of Nursing and Health, Zhengzhou University, Zhengzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: In recent years, the prevalence of chronic multimorbidity has been increasing year by year. The number of rural patients with chronic multimorbidity cannot be ignored, and such patients are deficient in disease self-management ability. Patient activation plays a positive role in promoting patients to improve self-management behaviors, and is crucial for disease management and prognosis. However, the current status and influencing factors of patient activation among rural patients with chronic multimorbidity remain unclear, which hinders the formulation of targeted and effective interventions. Objectives: To analyze the current status and influencing factors of patient activation among rural patients with chronic multimorbidity. Methods: This study adopted a cross-sectional survey design. From January to May 2025, 336 patients aged ≥60 years with chronic multimorbidity residing in Qi County, Kaifeng City, Henan Province, China, were selected as the study subjects. Demographic characteristics, patient activation scores and medication burden scores were collected. Multiple linear regression analysis was performed to explore the influencing factors of patient activation scores. Results: A total of 336 valid questionnaires were recovered (96%). The mean patient activation score was (46.11 ± 10.93) points. Multiple linear regression analysis showed that age, monthly household income per capita, number of medications, duration of medication use and medication burden were independent influencing factors for patient activation scores among rural older adults patients with chronic multimorbidity ( Conclusions: The overall level of patient activation is low among rural patients with chronic multimorbidity. Targeted attention should be paid to rural patients with chronic multimorbidity who are of older age, have lower monthly household income, take more medications, have longer medication duration, and bear a heavier medication burden. Intensified health education and strong support are warranted to effectively improve their patient activation and ensure quality of life in later life.

Indexed as

MultimorbidityPatient ParticipationRural PopulationAgedAged, 80 and overChinaChronic DiseaseCross-Sectional StudiesFemaleHumansMaleMiddle AgedSurveys and Questionnaireschronic multimorbiditycross-sectional studymedication burdenolder adultspatient activation

Identifiers

PMID42553692
PMCPMC13435566

What OpenQuestion holds

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Registered trials

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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.