Evidence map›Paper›PMID 41234940›Full record

ArticleFrontiers in neurology2025

Efficacy of health ecology-based health education on early rehabilitation outcomes in stroke patients.

Chengcheng Zhu, Chengshi Zhang, Min Zhang, Liwei Wu, Jia Liu, Xiaoying Liu, Min Shang, Ting Zhang, Yingshu Kuai

Abstract read
In one paragraph

Article in Frontiers in neurology, 2025. 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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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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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Chengcheng ZhuAcademic Affairs Office, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar, China.
Chengshi ZhangDepartment of Neurology, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar, China.
Min ZhangDepartment of Nursing, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar, China.
Liwei WuDepartment of Rehabilitation, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar, China.
Jia LiuAcademic Affairs Office, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar, China.
Xiaoying LiuDepartment of Rehabilitation, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar, China.
Min ShangDepartment of Neurology, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar, China.
Ting ZhangDepartment of Neurology, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar, China.
Yingshu KuaiAcademic Affairs Office, The First Affiliated Hospital of Qiqihar Medical University, Qiqihar, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Stroke is a leading global cause of disability and mortality in adults, and early rehabilitation is critical for improving patients' functional recovery and quality of life; however, conventional rehabilitation models often focus solely on medical interventions and overlook the impact of the patient's comprehensive ecological environment on recovery, making it necessary to explore more holistic intervention approaches. To investigate the efficacy of health ecology theory-based health education in early stroke rehabilitation and its impacts on neurological/motor/cognitive function, psychological status, and metabolic biomarkers. Methods: A total of 150 stroke patients during June-October 2024 were randomized into control and intervention groups based on interventions. Outcomes assessed included National Institutes of Health Stroke Scale (NIHSS) for neurological deficit, Fugl-Meyer Assessment (FMA) for motor function, Modified Barthel Index (MBI) for activities of daily living, Montreal Cognitive Assessment (MoCA) for cognition, Hospital Anxiety and Depression Scale (HADS) for psychological status, and metabolic biomarkers glycated hemoglobin (HbA1c) and low-density lipoprotein cholesterol (LDL-C). Structural equation modeling (SEM) was employed to analyze path relationships among metabolic_indices, recovery_effect, and mental_status. Results: The intervention group demonstrated significantly greater improvement in NIHSS, FMA, MoCA, HbA1c, and LDL-C. Multivariate linear regression models showed moderate-to-substantial explanatory power, particularly for LDL-C and HbA1c (adjusted R Conclusion: Health ecology-based health education effectively improves neurological/motor/cognitive function and metabolic control during early stroke rehabilitation. The intervention establishes a "physiological-psychological-social" virtuous cycle through multidimensional effects, providing an innovative framework for collaborative stroke recovery management.

Indexed as

early rehabilitationhealth ecologyhealth educationnursingstroke

Identifiers

PMID41234940
PMCPMC12607011

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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.