Evidence map›Paper›PMID 42077953›Full record

ArticleFrontiers in public health2026

Breaking the adherence barrier: an information-motivation-behavioral skills model analysis of self-efficacy in stroke survivors' home-based exercise.

Wenbo Li, Qiujie Li

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Wenbo LiDepartment of Clinical Nursing Education, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.
Qiujie LiDepartment of Clinical Nursing Education, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Adherence to home-based exercise is essential for functional recovery after stroke, yet non-adherence is common and poorly explained. The Information-Motivation-Behavioral Skills (IMB) model has been widely applied in health behavior research but rarely tested in stroke rehabilitation. This study examined behavioral determinants of exercise adherence and tested the mediating role of self-efficacy based on the IMB framework. Methods: A cross-sectional survey was conducted among 549 ischemic stroke survivors with limb dysfunction recruited from rehabilitation clinics in Harbin, China. Participants completed validated measures of exercise adherence, stroke-related knowledge, motivation for exercise, perceived social support, and self-efficacy. Structural equation modeling (SEM) was used to test hypothesized IMB pathways while controlling for demographic and clinical covariates. Results: The final model demonstrated good fit ( Conclusion: Self-efficacy is a central behavioral mechanism underlying home exercise adherence after stroke. The IMB framework offers a useful foundation for designing adherence-enhancing interventions that build confidence, reinforce progressive mastery, and integrate social support in rehabilitation planning.

Indexed as

Exercise TherapyInformation Motivation Behavioral Skills ModelPatient ComplianceSelf EfficacyStroke RehabilitationSurvivorsAgedChinaCross-Sectional StudiesFemaleHealth Knowledge, Attitudes, PracticeHumansMaleMiddle AgedSocial SupportStrokeadherencehome-based exerciseIMB modelischemic strokerehabilitationself-efficacySEM

Identifiers

PMID42077953
PMCPMC13131255

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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.