Evidence map›Paper›PMID 41938002›Full record

ArticleInternational journal of nursing sciences2026

Pathways to self-management among older adults with multimorbidity in rural China: A fuzzy-set qualitative comparative analysis.

Jianing Yu, Dandan Chen, Yujia Fu, Haoyang Du, Lina Wang, Binyu Zhao, Lijin Chen, Zihao Zheng, Xiaoting Liu, Jing Shao

Abstract read
In one paragraph

Article in International journal of nursing sciences, 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

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Jianing YuDepartment of Nursing, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
Dandan ChenDepartment of Nursing, Hangzhou City University School of Medicine, Hangzhou, China.
Yujia FuDepartment of Quality Management, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Haoyang DuSchool of Nursing and Institute of Nursing Research, School of Medicine, Zhejiang University, Hangzhou, China.
Lina WangSchool of Medicine, Huzhou Key Laboratory of Precise Prevention and Control of Major Chronic Diseases, Huzhou University, Huzhou, China.
Binyu ZhaoDepartment of Nursing, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
Lijin ChenDepartment of Nursing, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
Zihao ZhengDepartment of Nursing, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
Xiaoting LiuSchool of Public Affairs, Zhejiang University, Hangzhou, China.
Jing ShaoDepartment of Nursing, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: This study aimed to investigate how individual, problem-related, and environmental factors interact to influence self-management behaviours among rural older adults with multimorbidity in China, to inform more context-sensitive interventions. Methods: A cross-sectional study was conducted in 9 healthcare facilities across Zhejiang Province, China, from July 2022 to May 2023, involving 487 rural older adults with multimorbidity via convenience sampling, who had been diagnosed with 2 or more chronic conditions. Data were collected through questionnaires and electronic health records to assess self-efficacy, psychological resilience, physical symptoms, the Charlson Comorbidity Index, social support, and resource accessibility. Fuzzy-set qualitative comparative analysis was employed to explore the complex, non-linear interactions between contextual factors, ultimately determining the sufficient conditions for self-management behaviours. Results: Correlation analyses revealed positive associations between self-management behaviours and self-efficacy, psychological resilience, social support, and resource accessibility ( Conclusions: Self-management among rural older adults with multimorbidity is shaped by complex, context-dependent interactions. Effective interventions should prioritize enhancing self-efficacy, expanding access to resources, and tailoring strategies to distinct contextual profiles. The study also demonstrates the utility of fuzzy-set qualitative comparative analysis for advancing context-sensitive healthcare solutions.

Indexed as

Fuzzy-set qualitative comparative analysisHealth behaviourMultimorbidityNaturalistic Decision-Making theoryNursingOlder adultsSelf-management

Identifiers

PMID41938002
PMCPMC13044363

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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.