Evidence map›Paper›PMID 40463769›Full record

ReviewArchives of rehabilitation research and clinical translation2025

Efficacy of Robot-assisted Training on Upper Limb Motor Function After Stroke: A Systematic Review and Network Meta-analysis.

He Wang, Xiaoxu Wu, Yaning Li, Shaohong Yu

Abstract readReview
In one paragraph

Review in Archives of rehabilitation research and clinical translation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 4 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 4 syntheses or guidelines pooled it.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

He WangDepartment of Rehabilitation Medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Xiaoxu WuDepartment of Comprehensive Therapy, Qingdao Special Service Sanatorium of People's Liberation Army Navy, Qingdao, Shandong, China.
Yaning LiDepartment of Rehabilitation Medicine, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Shaohong YuDepartment of Rehabilitation Medicine, The Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To systematically evaluate the efficacy of robot-assisted training (RAT) in the treatment of upper limb motor function in patients with stroke, and to compare the efficacy of different types of RAT. Data Sources: We searched 5 English database (PubMed, Web of Science, Embase, Cochrane Library, and Scopus) and 4 Chinese databases (China National Knowledge Infrastructure [CNKI], SinoMed [CBM], VIP, and Wanfang Data) from inception to May 2024. Study Selection: Randomized controlled trials (RCTs) of RAT combined with conventional rehabilitation therapy (CRT) on patients with upper extremity motor dysfunction after stroke. Two independent researches screened 3461 records, resulting in 31 eligible RCTs. Data Extraction: Two independent researches extracted data into a preformed table, including first author, year of publication, baseline characteristics of the literature (including sample size, age, disease duration, interventions, outcome indicators, and adverse reactions) and quality evaluation information. Data Synthesis: Traditional meta-analysis and network meta-analysis were performed using RevMan 5.4 software and Stata 14.0 software, respectively. A total of 31 RCTs were included, involving 1537 patients. The results of traditional meta-analysis showed that in terms of upper limb function, RAT combined with RCT could effectively reduce the elbow flexion Modified Asworth Score (mean difference [MD] -0.63, 95% confidence interval (95% CI) -0.75 to -0.51), improve the Fugl-Meyer Assessment-upper extremity score (MD 5.92, 95% CI 3.52-8.32) and elbow extension angle (MD 16.14, 95% CI 14.56-17.73) in patients with stroke. In terms of activities of daily living, RAT combined with RCT could effectively improve the Modified Barthel Index score (MD 8.03, 95% CI 5.54-10.52) and Functional Independence Measure score (standardized MD 0.95, 95% CI 0.32-1.59) in patients with stroke. The results of network meta-analysis showed that the best probability of improving upper limb motor function was end-effector robot-assisted therapy (EE-RAT)>exoskeleton robot-assisted therapy (Exo-RAT)>CRT, and the best probability of improving daily living ability was Exo-RAT>EE-RAT>CRT. Conclusions: The current evidence showed that RAT combined with routine rehabilitation therapy can effectively improve the upper limb motor function and activities of daily life of patients with stroke. Among them, the EE-RAT had the best effect in improving the upper limb motor function of patients with stroke, and the Exo-RAT had the best effect in improving the ability of daily life of patients with stroke.

Indexed as

Network meta-analysisRehabilitationRoboticsStrokeSystematic reviewUpper limb

Identifiers

PMID40463769
PMCPMC12128603

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.