Evidence map›Paper›PMID 37554880›Full record

ArticleAnnals of medicine and surgery (2012)2023

Augmented reality-based training versus standard training in improvement of balance, mobility and fall risk: a systematic review and meta-analysis.

Pratik Lamichhane, Shreya Sukralia, Benish Alam, Shawn Shaikh, Shireen Farrukh, Shahid Ali, Rajeev Ojha

Registry-linked trialAbstract read
In one paragraph

Article in Annals of medicine and surgery (2012), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07619794 (Combined Effects of Transcutaneous Spinal Cord Stimulation), which is not on this map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 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.

NCT07619794 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

Combined Effects of Transcutaneous Spinal Cord Stimulation (tSCS) and Augmented Reality (AR) Training on Pain and Balance in Diabetic Neuropathy Patients.

TypeinterventionalSponsorRiphah International UniversityRan2026 to 2027Enrolled36ConditionsDiabetic NeuropathiesArmstranscutaneous spinal cord stimulation, Augmented Reality
3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Review
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

7 authors.

Pratik LamichhaneMaharajgunj Medical Campus, Institute of Medicine, Kathmandu, Nepal.
Shreya SukraliaManipal College of Medical Sciences, Kaski, Pokhara, Nepal.
Benish AlamKarachi Medical and Dental College, Karachi, Pakistan.
Shawn ShaikhDepartment of Computer Science, University of Texas, Austin, TX, USA.
Shireen FarrukhKing Edward Medical University, Lahore, Pakistan.
Shahid AliLady Reading Hospital, Peshawar, Pakistan.
Rajeev OjhaDepartment of Neurology, Tribhuvan University Teaching Hospital, Kathmandu, Nepal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Augmented reality (AR) technology is being used recently in healthcare, especially for rehabilitation purposes, owing to its ability for repetition, rapid feedback, and motivation for patients. This systematic review and meta-analysis aims to compare the efficacy of AR-based interventions to conventional physical interventions in improving balance, mobility, and fall risk. Material and methods: PubMed, Google Scholar, Scopus, and the Cochrane Central Register of Controlled Trials were systematically searched from inception to January 2023. Randomized trials and observational cohort studies comparing the effects of AR-based exercises with conventional training in patients 18 years and older were included in the analysis. Studies using virtual reality, case reports and series, reviews, meta-analyses, letters, and editorials were excluded. Post-intervention data on the Berg Balance Scale (BBS) and Timed Up and Go (TUG) Test were extracted and studied. The fixed-effects inverse variance model was utilized to pool the extracted data. Results: Out of 438 articles, seven articles (199 participants) comparing AR-based exercise with the standard training were included in the systematic review. Six articles with sufficient data on the parameters were included in the meta-analysis. AR-based exercises resulted in a significantly higher BBS score than conventional exercise (Hedge's g=0.48, 95% CI=0.19-0.77, Conclusion: In comparison to conventional methods, AR-based exercises had higher improvements in balance, mobility, and fall risk parameters. The use of AR technology in elderly patients can promote independence while preventing falls and associated morbidity and mortality. There is a need for a larger randomized controlled trial to provide a more accurate comparison on efficacy and safety of different modalities of training.

Indexed as

augmented realitybalanceelderlyreviewstroke

Identifiers

PMID37554880
PMCPMC10406051

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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.