Application of the information–motivation–behavioral skills model in rehabilitation training for stroke patients

 

You're that fucking clueless that you UNDERSTAND NOTHING ABOUT SURVIVOR MOTIVATION! My god, I'd have you all fired for stupidity!

My conclusion is you don't understand ONE GODDAMN THING ABOUT SURVIVOR MOTIVATION/DEMORALIZATION, DO YOU? You create EXACT 100% recovery protocols, and your survivor will be motivated to do the millions of reps needed because they are looking forward to 100% recovery. I'd fire all of you for absurd incompetence! GET THERE!

Here's my email: oc1dean@gmail.com Tell me EXACTLY where I'm wrong! Difficulty in getting to those protocols will not be tolerated as an excuse. You've known of this problem of 100% recovery since your education, so you've had years if not decades to work on it! Comeuppance is going to be a bitch when you are the 1 in 4 per WHO that has a stroke? Then you just might want 100% recovery. Or you can be like me where half my life will be disabled!

Application of the information–motivation–behavioral skills model in rehabilitation training for stroke patients

• Y

  Yingying Peng 1†

• R

  Rue Zheng 2†

• W

  Wenjie Gan 3

• L

  Limian Feng 3

• 

  Yanzhen Zhai 4*

• 1. Department of Gynecology, The Fifth Affiliated Hospital, Southern Medical University, Guangzhou, China

• 2. Department of Respiratory Medicine, The Fifth Affiliated Hospital, Southern Medical University, Guangzhou, China

Abstract

Objective: 

This study aimed to evaluate a multidisciplinary rehabilitation program based on the information–motivation–behavioral skills (IMB) model principles and its association with self-efficacy, functional recovery, quality of life, and caregiver burden among stroke survivors.

Methods: 

A quasi-experimental, non-randomized controlled trial was conducted on 112 stroke patients. The IMB group received a 3-month IMB-based program integrating neurologists, rehabilitation therapists, psychologists, and caregivers, and focusing on information delivery, motivational interviewing, and personalized behavioral training. The usual-care group received standard care. The outcomes included self-efficacy (SSEQ), motor function (Fugl–Meyer Assessment, FMA), daily living ability (Barthel Index, BI), quality of life (SS-QOL), psychological status (Hamilton Depression Rating Scale, HAMD; Hamilton Anxiety Rating Scale, HAMA), and caregiver burden (ZBI), assessed at baseline and post-intervention.

Results: 

The IMB group achieved higher scores than the usual-care group in the following areas: self-efficacy (+82.5% from baseline; SSEQ: 82.5 ± 7.3 vs. 57.8 ± 8.1; p < 0.001), motor function (+79.4%; FMA: 68.9 ± 10.2 vs. 50.3 ± 9.5; p < 0.001), and quality of life (+71%; SS-QOL: 89.4 ± 11.6 vs. 65.2 ± 10.9; p < 0.001). Anxiety (HAMA: 7.5 ± 2.8 vs. 13.6 ± 3.5) and depression (HAMD: 9.2 ± 3.1 vs. 14.8 ± 4.2) scores were lower in the IMB group and fell within the subclinical range (p < 0.001), and caregiver burden was also lower in the IMB group (−31%; ZBI: 28.4 ± 6.3 vs. 41.2 ± 7.1; p < 0.001).

Conclusion: 

The IMB-based multidisciplinary intervention was associated with improved stroke recovery outcomes and reduced caregiver stress. This model suggests a potentially scalable approach that warrants further investigation. Its integration of behavioral strategies with neurorehabilitation principles bridges a critical gap in holistic stroke care, emphasizing the importance of self-efficacy and multidisciplinary collaboration.

1 Introduction

Stroke, a leading cause of mortality and long-term disability worldwide, places a significant burden on healthcare systems and the affected families (1). In China, approximately 3.4 million new stroke cases are reported annually, with more than 70% of survivors experiencing persistent motor dysfunction and reduced quality of life (2, 3). Despite advancements in acute stroke management, post-stroke rehabilitation remains suboptimal, particularly in low-resource settings, in which patient adherence to rehabilitation protocols and caregiver support are critical challenges (4, 5).

Recent studies have emphasized the role of behavioral interventions in addressing these challenges (6, 7). The information–motivation–behavioral skills (IMB) model, initially developed for HIV prevention, has shown promise in chronic disease management by addressing knowledge gaps, enhancing motivation, and fostering actionable behavioral changes (8). Although the IMB model has demonstrated effectiveness in improving outcomes in the management of diabetes and hypertension, its application to stroke rehabilitation is novel. Unlike medication adherence in chronic diseases, stroke recovery requires motor skill relearning, caregiver involvement, and multidisciplinary coordination. Our study uniquely integrates IMB principles with neuroplasticity-based training and caregiver support, addressing these stroke-specific challenges that were not present in prior chronic disease applications (7, 9). Recent studies have recommended its applicability to stroke rehabilitation, where patient self-efficacy and sustained engagement in physiotherapy are pivotal for functional recovery (10). For instance, interventions integrating IMB principles have improved exercise adherence and medication adherence in stroke survivors and reduced their National Institutes of Health Stroke Scale (NIHSS) scores (11). However, existing research predominantly focuses on isolated outcomes (e.g., motor function) and lacks a multidisciplinary approach, limiting its translational impact.

Compounding these issues, stroke recurrence and comorbidities—such as hypertension and diabetes—remain poorly managed in clinical practice (12, 13). A 2025 study demonstrated that dietary modifications, including low-sodium salt substitution, reduced the risk of stroke recurrence by 14% and mortality by 12%, highlighting the need for holistic, patient-centered interventions (14). Concurrently, emerging evidence has highlighted the roles of neuroplasticity and vascular regeneration in post-stroke recovery; however, few studies bridge these biological mechanisms with behavioral interventions (15).

This study aims to address these gaps by evaluating a multidisciplinary IMB-based rehabilitation program for stroke patients. By integrating neurologists, rehabilitation therapists, psychologists, and caregivers, we hypothesize that this approach will be associated with increased self-efficacy, improved motor function, and enhanced quality of life, while alleviating psychological distress(Provide 100% recovery protocols and you remove that distress about not recovering. CAN'T YOU IDIOTS THINK AT ALL?) and caregiver burden. Our study builds on prior findings that early, structured rehabilitation improves cortical reorganization and functional outcomes (16) but innovates by embedding IMB principles into a coordinated care framework tailored to resource-limited settings.

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