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

**Authors:** Yingying Peng, Rue Zheng, Wenjie Gan, Limian Feng, Yanzhen Zhai

PMC · DOI: 10.3389/fneur.2026.1709375 · Frontiers in Neurology · 2026-03-10

## TL;DR

A rehabilitation program based on the IMB model improved recovery and reduced caregiver stress in stroke patients.

## Contribution

The study introduces a multidisciplinary IMB-based rehabilitation approach that integrates behavioral strategies with neurorehabilitation.

## Key findings

- The IMB group showed significantly higher self-efficacy, motor function, and quality of life compared to the usual-care group.
- Anxiety and depression scores were lower in the IMB group, falling within the subclinical range.
- Caregiver burden was reduced by 31% in the IMB group.

## Abstract

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.

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.

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).

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.

## Linked entities

- **Diseases:** stroke (MONDO:0005098)

## Full-text entities

- **Genes:** APEX1 (apurinic/apyrimidinic endodeoxyribonuclease 1) [NCBI Gene 328] {aka APE, APE1, APEN, APEX, APX, HAP1}
- **Diseases:** hypertension (MESH:D006973), Anxiety (MESH:D001007), motor disorders (MESH:D000068079), fractures (MESH:D050723), urinary tract infection (MESH:D014552), ischemic (MESH:D002545), chronic disease (MESH:D002908), cerebral palsy (MESH:D002547), NIHSS (MESH:C538175), Aphasia (MESH:D001037), pain (MESH:D010146), psychiatric disorders (MESH:D001523), Parkinson's disease (MESH:D010300), diabetes (MESH:D003920), contractures (MESH:D003286), Stroke (MESH:D020521), hemorrhagic (MESH:D006470), ischemic stroke (MESH:D002544), HIV (MESH:D015658), peripheral neuropathy (MESH:D010523), disease (MESH:D004194), Depression (MESH:D003866), pneumonia (MESH:D011014)
- **Chemicals:** sodium (MESH:D012964), IMB (-)
- **Species:** Homo sapiens (human, species) [taxon 9606], Mus musculus (house mouse, species) [taxon 10090]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13008678/full.md

## References

34 references — full list in the complete paper: https://tomesphere.com/paper/PMC13008678/full.md

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Source: https://tomesphere.com/paper/PMC13008678