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April 17, 2026Medical Science Monitor0 citationsOpen Access

Smart Healthcare–Enabled Information–Motivation–Behavioral Skills Model for Stroke Multimorbidity Rehabilitation: A Transitional Care Study

JLJing LiNanjing University of Chinese MedicineYZYuanyuan ZhangNanjing University of Chinese MedicineWZWei ZhangNanjing University of Chinese Medicine

Key Points

  • This research aims to evaluate the effectiveness of a smart healthcare-enabled IMB model on rehabilitation outcomes for stroke patients with multiple health conditions.
  • Randomized control trial with 60 stroke patients having 2 or more comorbidities.
  • Experimental group received IMB-based transitional care supported by smart technology.
  • Control group received routine nursing care.
  • Outcomes measured included discharge readiness, quality of life, functional recovery, and 30-day readmission rate.
  • Experimental group had significantly higher discharge readiness scores (P<0.05).
  • Improved quality of life at 1 month (171.20 vs 146.55; P<0.001) and 3 months (186.25 vs 150.21; P<0.001).
  • Better functional recovery outcomes across all scales (all P<0.05).
  • 30-day readmission rate was lower in the experimental group (6.6% vs 26.6%; P=0.041).

Abstract

Background:Patients with stroke and multimorbidity face complex rehabilitation challenges during the hospital-to-home transition.This study evaluated a smart healthcare-enabled Information-Motivation-Behavioral Skills (IMB) model integrated with traditional Chinese and Western nursing care for its effects on discharge readiness and recovery outcomes. Material/Methods:Sixty stroke patients with 2 or more comorbidities admitted between January and June 2025 were randomly assigned to an experimental group (n=30) or control group (n=30).The control group received routine nursing care, while the experimental group received an IMB-based transitional care program supported by smart healthcare technology and integrated nursing interventions.Outcomes included discharge readiness, quality of life (Stroke-Specific Quality of Life SS-QOL), functional recovery (Barthel Index, Fugl-Meyer Assessment, National Institutes of Health Stroke Scale), and 30-day readmission rate.Results: The experimental group showed significantly higher discharge-readiness scores (P<0.05),improved SS-QOL at 1 month (171.2026.21vs 146.5531.25;P<0.001) and 3 months (186.2531.35vs 150.2121.34;P<0.001), and better functional outcomes across all scales (all P<0.05).The 30-day readmission rate was lower in the experimental group (6.6% vs 26.6%; P=0.041). Conclusions:A smart healthcare-supported, IMB-guided transitional care package integrated with traditional Chinese and Western nursing care was associated with improved discharge readiness, quality of life, and functional recovery, with fewer early readmissions.Because the intervention was multicomponent, the independent contribution of the IMB framework cannot be isolated.

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Cite This Study

Li et al. (2026) studied this question.

synapsesocial.com/papers/69e1cdc45cdc762e9d8571eahttps://doi.org/10.12659/msm.951687
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