Effect of robot-assisted training on cognitive function in post-stroke patients: a meta-analysis.
Juan Wang1, Man Ding1, Chao Weng1
1Department of Neurology, Renmin Hospital of Wuhan University, Wuhan, Hubei, China.
Frontiers in Neurology
|March 19, 2026
Summary
Robot-assisted training (RAT) shows potential for improving cognitive function (CF) in post-stroke patients, but the evidence quality is low. Further research is needed to confirm these findings and guide rehabilitation strategies.
Area of Science:
- Neurorehabilitation
- Cognitive Science
- Clinical Trials
Background:
- Post-stroke cognitive impairment (PSCI) affects approximately one-third of stroke survivors globally.
- Effective management of cognitive function (CF) post-stroke is a critical clinical challenge.
- Robot-assisted training (RAT) is increasingly used for CF rehabilitation, yet its efficacy remains debated.
Purpose of the Study:
- To conduct a meta-analysis (MA) and provide updated evidence on the comparative effects of RAT versus traditional training (TT).
- To assess the impact of RAT on cognitive function in post-stroke (PS) patients.
Main Methods:
- A systematic literature search was performed across major databases (PubMed, Embase, Cochrane Library, Web of Science) for relevant randomized controlled trials (RCTs).
- Studies comparing RAT (intervention) with TT (control) were included, with cognitive outcomes primarily measured by the Montreal Cognitive Assessment (MoCA) score.
- Data analysis involved study screening, quality assessment, data extraction, sensitivity and subgroup analyses, and pooled data analysis using RevMan 5.4 and STATA 15.0.
Main Results:
- The meta-analysis included 13 studies with 488 patients.
- RAT significantly improved MoCA scores in PS patients (SMD = 0.43, 95% CI [0.04-0.81], p = 0.03).
- Sensitivity analyses revealed significant instability in MoCA and Frontal Assessment Battery (FAB) score changes, necessitating cautious interpretation.
Conclusions:
- Robot-assisted training demonstrates a potential benefit for improving cognitive function in post-stroke patients.
- The current evidence supporting RAT's efficacy is of low quality.
- Further high-quality research is essential to validate these findings and establish definitive conclusions regarding RAT for post-stroke cognitive rehabilitation.


