SynthesisAnnals of medicine2024
Portable robots for upper-limb rehabilitation after stroke: a systematic review and meta-analysis.
Synthesis in Annals of medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 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
18 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Robot-Assisted Therapy for Upper Limb Rehabilitation After Stroke: Umbrella Review.Journal of medical Internet research · 2026Pooled it
- Upper limb robotic rehabilitation following stroke: a systematic review and meta-analysis investigating efficacy and the influence of device features and program parameters.Journal of neuroengineering and rehabilitation · 2025Pooled it
- Systematic review and meta-analysis of effectiveness of robotic therapy in the recovery of motor functions after stroke.Frontiers in human neuroscience · 2025Pooled it
- Effects of robotic hand-assisted rehabilitation on motor function and daily living activities in acute stroke: a randomized controlled trial.Scientific reports · 2026Trial
- Soft robotic gloves versus mirror therapy: a long-term comparative study on hand function and motor recovery in post-stroke rehabilitation.Journal of rehabilitation medicine · 2025Trial
- Rehabilitation of patients in the subacute phase of stroke using the ReHand robotic system: a randomized controlled trial.Frontiers in human neuroscience · 2025Trial
- Recent Advances in Sensor-Based Upper-Limb and Hand Exoskeletons for Post-Stroke Rehabilitation: A Technical and Biomedical Review.Sensors (Basel, Switzerland) · 2026Review
- Older Adult Movement Assessment Through Rehabilitation Software for Upper Limb Exoskeleton.Sensors (Basel, Switzerland) · 2026Article
- Measurement-Based Optimization of a Lightweight Upper-Extremity Rehabilitation Exoskeleton for Task-Oriented Treatment.Sensors (Basel, Switzerland) · 2026Article
- Experimental Evaluation of Kinematic Compatibility in Three Upper Limb Exoskeleton Configurations Using Interface Force and Torque.Biomimetics (Basel, Switzerland) · 2026Article
- Design and evaluation of a home based upper limb rehabilitation training device for stroke patients.Scientific reports · 2026Article
- Wearable robotic device for upper limb recovery and predictive algorithms to emPOWER the rehabilitation of stroke survivors: a protocol of safety and RCT study (POWER).Frontiers in neurology · 2026Article
- Neurorehabilitation for cognitive and motor recovery: mechanisms, interventions, and translational advances.Frontiers in neurology · 2026Review
- The Relationship Between Nursing Managers' Leadership Styles and Nurses' Artificial Intelligence Literacy: A Cross-Sectional Study.Journal of nursing management · 2026Article
- A Networked Intelligent Elderly Care Model Based on Nursing Robots to Achieve Healthy Aging.Research (Washington, D.C.) · 2025Review
- Advances in nursing care for post-stroke limb dysfunction rehabilitation.Frontiers in neurology · 2025Review
- Assessment of the effects of rehabilitation of hand function using a biometrics device in people after stroke - a randomized controlled trial.Frontiers in neurology · 2025Article
- Socially interactive agents for robotic neurorehabilitation training: conceptualization and proof-of-concept study.Frontiers in artificial intelligence · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundRobot-assisted upper-limb rehabilitation has been studied for many years, with many randomised controlled trials (RCTs) investigating the effects of robotic-assisted training on affected limbs. The current trend directs towards end-effector devices. However, most studies have focused on the effectiveness of rehabilitation devices, but studies on device sizes are relatively few. GOAL: Systematically review the effect of a portable rehabilitation robot (PRR) on the rehabilitation effectiveness of paralysed upper limbs compared with non-robotic therapy.
methodsA meta-analysis was conducted on literature that included the Fugl-Meyer Assessment (FMA) obtained from the PubMed and Web of Science (WoS) electronic databases until June 2023.
resultsA total of 9 studies, which included RCTs, were completed and a meta-analysis was conducted on 8 of them. The analysis involved 295 patients. The influence on upper-limb function before and after treatment in a clinical environment is analysed by comparing the experimental group using the portable upper-limb rehabilitation robot with the control group using conventional therapy. The result shows that portable robots prove to be effective (FMA: SMD = 0.696, 95% = 0.099 to.293, DISCUSSION: Both robot-assisted and conventional rehabilitation effects are comparable. In some studies, PRR performs better than conventional rehabilitation, but conventional treatments are still irreplaceable. Smaller size with better portability has its advantages, and portable upper-limb rehabilitation robots are feasible in clinical rehabilitation.
conclusionAlthough portable upper-limb rehabilitation robots are clinically beneficial, few studies have focused on portability. Further research should focus on modular design so that rehabilitation robots can be decomposed, which benefits remote rehabilitation and household applications.
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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.