Cited by 237Stroke Rehabilitation and RecoveryVirtual Reality Applications and ImpactsTranscranial Magnetic Stimulation Studies

What do randomized controlled trials say about virtual rehabilitation in stroke? A systematic literature review and meta-analysis of upper-limb and cognitive outcomes

Open access
Aminov, Anna, Rogers, Jeffrey M., Middleton, Sandy, Caeyenberghs, Karen, Wilson, Peter H.·2018·Journal of NeuroEngineering and Rehabilitation

Abstract

BACKGROUND: Virtual-reality based rehabilitation (VR) shows potential as an engaging and effective way to improve upper-limb function and cognitive abilities following a stroke. However, an updated synthesis of the literature is needed to capture growth in recent research and address gaps in our understanding of factors that may optimize training parameters and treatment effects. METHODS: Published randomized controlled trials comparing VR to conventional therapy were retrieved from seven electronic databases. Treatment effects (Hedge's g) were estimated using a random effects model, with motor and functional outcomes between different protocols compared at the Body Structure/Function, Activity, and Participation levels of the International Classification of Functioning. RESULTS: Thirty-three studies were identified, including 971 participants (492 VR participants). VR produced small to medium overall effects (g = 0.46; 95% CI: 0.33-0.59, p < 0.01), above and beyond conventional therapies. Small to medium effects were observed on Body Structure/Function (g = 0.41; 95% CI: 0.28-0.55; p < 0.01) and Activity outcomes (g = 0.47; 95% CI: 0.34-0.60, p < 0.01), while Participation outcomes failed to reach significance (g = 0.38; 95% CI: -0.29-1.04, p = 0.27). Superior benefits for Body Structure/Function (g = 0.56) and Activity outcomes (g = 0.62) were observed when examining outcomes only from purpose-designed VR systems. Preliminary results (k = 4) suggested small to medium effects for cognitive outcomes (g = 0.41; 95% CI: 0.28-0.55; p < 0.01). Moderator analysis found no advantage for higher doses of VR, massed practice training schedules, or greater time since injury. CONCLUSION: VR can effect significant gains on Body Structure/Function and Activity level outcomes, including improvements in cognitive function, for individuals who have sustained a stroke. The evidence supports the use of VR as an adjunct for stroke rehabilitation, with effectiveness evident for a variety of platforms, training parameters, and stages of recovery.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1186/s12984-018-0370-2

Cites

132 of 132 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • VR-assisted therapies offer numerous benefits for the clinician and the patient, including availability, potential for being used in a more ecological way, and possibility of molding the virtual environment according to the specific pathology and needs of the patient.

    “VR-assisted therapies offer numerous benefits, both for the clinician and the patient, highlighted by most authors cited in this paper, such as: availability, the potential of being used in a more ecological way, and the possibility of molding the virtual environment according to the specific pathology and needs of the patient (Aminov et al., 2018; Botella et al., 2015; Clu”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

1 retracted

Flagged first, then by citations

Research works printed but not linked: 1

  1. [117]Howick J Chalmers I Glasziou P Greenhalgh T Heneghan C Liberati A Moschetti I Phillips B Thornton H Explanation of the 2011 Oxford Centre for Evidence-Based Medicine (OCEBM) levels of evidence Oxford center for Evidence-Based Medicine 2011

Cited by

Sorted by citations

Authors
Aminov, A., Rogers, J. M., Middleton, S., Caeyenberghs, K., & Wilson, P. H.
Affiliations
  • Australian Catholic University (AU)
  • South Eastern Sydney Local Health District (AU)
Corresponding author
Wilson, Peter H.
Venue
Journal of NeuroEngineering and Rehabilitation
Published
2018-03-27
Volume
15
Issue
1
Pages
29-29
ISSN
1743-0003 (ISSN-L)
OpenAlex
W2798072203
Cited by
236
References
132
Citations by year
2026: 15 · 2025: 30 · 2024: 51 · 2023: 25 · 2022: 35 · 2021: 28 · 2020: 29 · 2019: 15 · 2018: 8
FWCI
2.51
Type
journal article
Language
en
Open access
Locations
  • Journal of NeuroEngineering and Rehabilitation (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Research Bank (Australian Catholic University) (submittedVersion, cc-by)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
  • Figshare (submittedVersion, cc-by)
Funders
  • Prince of Wales Hospital Foundation (Grant No. 4R/14)
  • The Research Training Program
Topics
  • Health Sciences › Medicine › Rehabilitation › Stroke Rehabilitation and Recovery
  • Physical Sciences › Computer Science › Human-Computer Interaction › Virtual Reality Applications and Impacts
  • Life Sciences › Neuroscience › Neurology › Transcranial Magnetic Stimulation Studies
Keywords
virtual reality rehabilitation, stroke rehabilitation, upper limb function, cognitive function, conventional therapy comparison, International Classification of Functioning, Disability and Health, body structure and function, participation outcomes, training dose, massed practice, time since injury, adjunctive therapy
MeSH terms
Stroke Rehabilitation, Virtual Reality, Cognition, Humans, Randomized Controlled Trials as Topic, Stroke, Upper Extremity

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review