SynthesisJournal of healthcare engineering2020
Robot-Assisted Arm Training versus Therapist-Mediated Training after Stroke: A Systematic Review and Meta-Analysis.
Synthesis in Journal of healthcare engineering, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 3 of them syntheses that pooled 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.
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.
Who cites it
17 citing papers in PubMed, 3 syntheses or guidelines pooled it, 41 citations in OpenAlex.
- Robot-Assisted Therapy for Upper Limb Rehabilitation After Stroke: Umbrella Review.Journal of medical Internet research · 2026Pooled it
- Effect of Upper Robot-Assisted Training on Upper Limb Motor, Daily Life Activities, and Muscular Tone in Patients With Stroke: A Systematic Review and Meta-Analysis.Brain and behavior · 2024Pooled it
- Robotic arm use for upper limb rehabilitation after stroke: A systematic review and meta-analysis.The Kaohsiung journal of medical sciences · 2023Pooled it
- Efficacy of Daoyin combined with lower limb robot as a comprehensive rehabilitation intervention for stroke patients: a randomized controlled trial.Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan · 2024Trial
- Efficacy of Acupuncture Combined With Robotic Therapy in the Treatment of Limb Dysfunction After Stroke: A Systematic Review and Meta-Analysis.Archives of rehabilitation research and clinical translation · 2025Review
- The use of robotic upper limb therapy in routine clinical practice for stroke survivors: Insights from Australian therapists.Australian occupational therapy journal · 2025Article
- Efficacy of Robot-assisted Training on Upper Limb Motor Function After Stroke: A Systematic Review and Network Meta-analysis.Archives of rehabilitation research and clinical translation · 2025Review
- Shoulder Musculoskeletal Disorder Rehabilitation Using a Robotic Device Based on Electromyography (EMG) Biofeedback: A Retrospective Cohort Study.Medicina (Kaunas, Lithuania) · 2025Article
- Dynamic Modeling and Simulation Analysis of an Arm Rehabilitation Robot With Mobile Platform.Applied bionics and biomechanics · 2025Article
- Effectiveness of Robotic Devices for Medical Rehabilitation: An Umbrella Review.Journal of clinical medicine · 2024Review
- Robot-assisted therapy in stratified intervention: a randomized controlled trial on poststroke motor recovery.Frontiers in neurology · 2024Article
- The Effect of Robot-Assisted Training on Arm Function, Walking, Balance, and Activities of Daily Living After Stroke: A Systematic Review and Meta-Analysis.Brain & NeuroRehabilitation · 2023Article
- Home-based upper limb stroke rehabilitation mechatronics: challenges and opportunities.Biomedical engineering online · 2023Review
- Effects of Upper Limb Robot-Assisted Rehabilitation Compared with Conventional Therapy in Patients with Stroke: Preliminary Results on a Daily Task Assessed Using Motion Analysis.Sensors (Basel, Switzerland) · 2023Article
- Comparative Assessment of Robotic versus Classical Physical Therapy Using Muscle Strength and Ranges of Motion Testing in Neurological Diseases.Journal of personalized medicine · 2021Article
- Design and Preliminary Evaluation of a Tongue-Operated Exoskeleton System for Upper Limb Rehabilitation.International journal of environmental research and public health · 2021Article
- Robot-Assisted Arm Training in Stroke Individuals With Unilateral Spatial Neglect: A Pilot Study.Frontiers in neurology · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
Background: More than two-thirds of stroke patients have arm motor impairments and function deficits on hospital admission, leading to diminished quality of life and reduced social participation. Robot-assisted training (RAT) is a promising rehabilitation program for upper extremity while its effect is still controversial due to heterogeneity in clinical trials. We performed a systematic review and meta-analysis to compare robot-assisted training (RAT) versus therapist-mediated training (TMT) for arm rehabilitation after stroke. Methods: We searched the following electronic databases: MEDLINE, EMBASE, Cochrane EBM Reviews, and Physiotherapy Evidence Database (PEDro). Studies of moderate or high methodological quality (PEDro score ≥4) were included and analyzed. We assessed the effects of RAT versus TMT for arm rehabilitation after stroke with testing the noninferiority of RAT. A small effect size of -2 score for mean difference in Fugl-Meyer Assessment of the Upper Extremity (FMA-UE) and Cohen's Results: Thirty-five trials with 2241 participants met inclusion criteria. The effect size for arm motor impairment, capacity, activities of daily living, and social participation were 0.763 (WMD, 95% CI: 0.404 to 1.123), 0.109 (SMD, 95% CI: -0.066 to 0.284), 0.049 (SMD, 95% CI: -0.055 to 0.17), and -0.061 (SMD, 95% CI: -0.196 to 0.075), respectively. Conclusion: This systematic review and meta-analysis demonstrated that robot-assisted training was slightly superior in motor impairment recovery and noninferior to therapist-mediated training in improving arm capacity, activities of daily living, and social participation, which supported the use of RAT in clinical practice.
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Registered trials
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.