SynthesisJournal of neuroengineering and rehabilitation2025
Upper limb robotic rehabilitation following stroke: a systematic review and meta-analysis investigating efficacy and the influence of device features and program parameters.
Synthesis in Journal of neuroengineering and rehabilitation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07637123 (Evaluation of a Soft Elbow Exoskeleton and a Haptic Armband), which is not on this map. Cited by 21 papers, 7 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.
Evaluation of a Soft Elbow Exoskeleton and a Haptic Armband: Feasibility, Usability, and Clinical Impact in Post-stroke and Parkinson's Disease Patients (EMBA-IP)
Who cites it
21 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Dose-response effects of robot-assisted training on poststroke functional recovery: A systematic review and meta-analysis.Medicine · 2026Pooled it
- Comparative efficacy of brain-computer interface-coupled robotic rehabilitation, robot-assisted therapy, and motor imagery for upper-limb motor recovery after stroke: a systematic review and network meta-analysis.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026Pooled it
- Combined transcranial direct current stimulation and mirror therapy for upper limb rehabilitation in patients with stroke: a systematic review and meta-analysis.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026Pooled it
- Effects of Bilateral Robotic Arm Training in Stroke Patients: A Systematic Review and Meta-Analysis.Medical sciences (Basel, Switzerland) · 2026Pooled it
- Effects of robot-assisted task-oriented training on upper limb function and activities of daily living in patients with stroke: A systematic review.The Journal of international medical research · 2026Pooled it
- Robot-Assisted Therapy for Upper Limb Rehabilitation After Stroke: Umbrella Review.Journal of medical Internet research · 2026Pooled it
- The effectiveness of robotic therapy in reducing upper limb spasticity in stroke survivors: a systematic review and meta-analysis.Journal of neuroengineering and rehabilitation · 2026Pooled it
- Efficacy of a soft robotic exoskeleton for upper-limb rehabilitation in subacute stroke inpatient rehabilitation: a randomised controlled trial.Journal of neuroengineering and rehabilitation · 2026Trial
- Effects of robotic hand-assisted rehabilitation on motor function and daily living activities in acute stroke: a randomized controlled trial.Scientific reports · 2026Trial
- Robot-assisted integrated cognitive-motor rehabilitation in patients with chronic stroke: a randomized controlled trial.Frontiers in neurology · 2026Trial
- Robot-Assisted Gravity Compensation for Upper Limb Motor Rehabilitation: A Systematic Review.Bioengineering (Basel, Switzerland) · 2026Review
- Motor Outcomes of Robot-Assisted Versus Conventional Occupational Therapy for Upper-Limb Recovery in Subacute Stroke: A Retrospective Cohort Study with Exploratory Neurocognitive Outcomes.Journal of clinical medicine · 2026Article
- Robot-Assisted Rehabilitation as a Form of Progressive Therapy in Upper Extremity Motor Recovery After Stroke: A Systematic Review.Journal of clinical medicine · 2026Review
- Improving interlimb coordination and paretic limb use after stroke using a novel robotic split-crank pedaling device: a cross-sectional study.Journal of neuroengineering and rehabilitation · 2026Article
- Experimental Evaluation of Kinematic Compatibility in Three Upper Limb Exoskeleton Configurations Using Interface Force and Torque.Biomimetics (Basel, Switzerland) · 2026Article
- Action-Aware Multimodal Wavelet Fusion Network for Quantitative Elbow Motor Function Assessment Using sEMG and Robotic Kinematics.Sensors (Basel, Switzerland) · 2026Article
- Greater recovery of upper-limb function in stroke patients with repetitive functional proprioceptive stimulation compared to robotic mechanotherapy: a quasi-randomized controlled trial.BMC sports science, medicine & rehabilitation · 2026Article
- Design and evaluation of a home based upper limb rehabilitation training device for stroke patients.Scientific reports · 2026Article
- Inflammatory profiling for precision neurorehabilitation after traumatic brain injury and stroke: a narrative review.Frontiers in neurology · 2026Review
- Closed-loop brain-computer interfaces for post-stroke sensorimotor loop restoration.Frontiers in neuroscience · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundFollowing stroke, upper limb impairment is common and frequently limits ability to perform everyday activities. Due to limited resources, current therapy levels are insufficient to optimise functional improvement. Robotic devices have potential to augment upper limb stroke rehabilitation, but knowledge regarding the optimal device features and intervention parameters is limited. This systematic review and meta-analysis aimed to determine the efficacy of upper limb robotic rehabilitation compared with conventional rehabilitation, and to critically explore the device features and programme parameters that influence rehabilitation outcomes.
methodsSix electronic databases were searched for RCTs that compared dose-matched robotic versus conventional rehabilitation following stroke, and measured activity level changes in upper limb outcomes. The efficacy of robotic compared with conventional rehabilitation was evaluated using random-effects (I
resultsThe review included 54 studies, involving 2744 participants. Meta-analysis demonstrated that robotic rehabilitation had a small, statistically significant positive effect on upper limb capacity compared with conventional rehabilitation (SMD 0.14, 95% CI [0.02, 0.26]), however these gains were not maintained at follow-up (SMD 0.05, 95% CI [- 0.13, 0.24]). No significant differences were found between robotic and conventional rehabilitation for ADL outcomes either post-treatment (SMD 0.04, 95% CI [- 0.05, 0.13]) or at follow-up (SMD 0.05, 95% CI [- 0.13, 0.24]). Subgroup analyses provided crucial insights into the factors influencing robotic rehabilitation efficacy, revealing significant effects of device assistance (p = 0.0046), joints mobilized (p = 0.0133), degrees of freedom (p = 0.012), device laterality (p = 0.0048), and the number of devices used (p = 0.0001).
conclusionsThe results suggest that robotic rehabilitation does not result in clinically meaningful improvement in either upper limb capacity or ADL performance. However, this study's novel subgroup analyses highlight specific device features and intervention parameters that significantly influence efficacy. These findings provide critical guidance for the design, implementation, and future research of robotic rehabilitation.
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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.