What is the clinical evidence from this study?

Study design: Observational. Population: stroke (n=180). Intervention: Personalized feedback and psychological factors. Primary outcome: Rehabilitation adherence (β 0.0318).

April 23, 2025Scientific ReportsOpen Access

Enhancing long-term adherence in elderly stroke rehabilitation through a digital health approach based on multimodal feedback and personalized intervention

Q: What does this research mean for the field?

High-quality personalized feedback and positive emotions significantly improve rehabilitation adherence in elderly stroke patients, whereas excessively frequent feedback negatively impacts adherence. Novelty: ClaimNovelty.INCREMENTAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

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Key result

Personalized digital feedback and positive emotions are linked to improved post-stroke rehabilitation adherence.

β 0.0318
n=180

Why the study?

Do personalized feedback and psychological monitoring improve rehabilitation adherence in elderly stroke patients?

Population

180 elderly stroke patients across two central hospitals

Design

Cohort

Follow-up

up to 6 months (March to September 2024)

Authors

XWXintong WenHangzhou Normal University YLYuxuan LiDongzhimen Hospital Affiliated to Beijing University of Chinese Medicine QZQi ZhangCentre for Cancer Biology

Discussion

Member takes

Implication

Personalized, high-quality feedback and positive psychological support significantly enhance long-term rehabilitation adherence in elderly stroke patients.

Study Design

Type

Observational (n=180)

Multicenter

Yes

Structured PICO

Do personalized feedback and psychological monitoring improve rehabilitation adherence in elderly stroke patients?

Population

180 elderly stroke patients from two central hospitals followed longitudinally between March and September 2024 to evaluate rehabilitation adherence.

Exposure

Personalized feedback, physiological monitoring, and psychological monitoring via a digital health approach

Outcome

Rehabilitation adherence (measured by rehabilitation plan completion rate, self-reported compliance score, completion of specific activities, and number of interruptions)patient reported

Main Result

Effect estimate: β 0.0318

Personalized, high-quality feedback and positive psychological support significantly enhance long-term rehabilitation adherence in elderly stroke patients.

Cite This Study

Wen et al. (2025) conducted an observational in stroke (n=180). Personalized feedback and psychological factors was evaluated on Rehabilitation adherence (β 0.0318). High-quality personalized feedback (β=0.0318) and positive emotions (β=0.1572) significantly improved rehabilitation adherence in elderly stroke patients, whereas excessively frequent feedback hindered it.

synapsesocial.com/papers/6a7f7172181fd1747d9072aa https://doi.org/10.1038/s41598-025-95726-z

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Implication

Personalized, high-quality feedback and positive psychological support significantly enhance long-term rehabilitation adherence in elderly stroke patients.

Enhancing long-term adherence in elderly stroke rehabilitation through a digital health approach based on multimodal feedback and personalized intervention

Discussion

Member takes

Implication

Study Design

Structured PICO

Main Result

Cite This Study

Enhancing long-term adherence in elderly stroke rehabilitation through a digital health approach based on multimodal feedback and personalized intervention

Discussion

Member takes

Implication

Study Design

Structured PICO

Main Result

Cite This Study

Also Consider

Also Consider