Evidence map›Paper›PMID 31226995›Full record

ReviewJournal of neuroengineering and rehabilitation2019

Tracking the evolution of virtual reality applications to rehabilitation as a field of study.

Emily A Keshner, Patrice Tamar Weiss, Dorit Geifman, Daphne Raban

Abstract readReview
In one paragraph

Review in Journal of neuroengineering and rehabilitation, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
23citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

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

  1. Pooled it
  2. Trial
  3. Characterizing the Effects of Adding Virtual and Augmented Reality in Robot-Assisted Training.IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society · 2024
    Trial
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  7. Review
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  9. Branding a New Technological Outlook for Future Orthopaedics.Bioengineering (Basel, Switzerland) · 2025
    Review
  10. Article
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  13. Article
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  15. Review
  16. Virtual Reality for Motor and Cognitive Rehabilitation.Current topics in behavioral neurosciences · 2023
    Article
  17. Article
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  19. The effects of virtual reality training in stroke and Parkinson's disease rehabilitation: a systematic review and a perspective on usability.European review of aging and physical activity : official journal of the European Group for Research into Elderly and Physical Activity · 2022
    Review
  20. Article
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

4 authors.

Emily A KeshnerDepartment of Physical Therapy, College of Public Health, Temple University, Ritter Annex Room 683, 1301 Cecil B. Moore Ave, Philadelphia, PA, 19122, USA. ekeshner@temple.edu.ORCID 0000-0003-0533-0378
Patrice Tamar WeissDepartment of Occupational Therapy, Faculty of Social Welfare and Health Sciences, University of Haifa, Haifa, Israel.
Dorit GeifmanFaculty of Management, University of Haifa, Haifa, Israel.
Daphne RabanFaculty of Management, University of Haifa, Haifa, Israel.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundApplication of virtual reality (VR) to rehabilitation is relatively recent with clinical implementation very rapidly following technological advancement and scientific discovery. Implementation is often so rapid that demonstrating intervention efficacy and establishing research priorities is more reactive than proactive. This study used analytical tools from information science to examine whether application of VR to rehabilitation has evolved as a distinct field of research or is primarily a methodology in core disciplines such as biomedical engineering, medicine and psychology.

methodsThe analysis was performed in three-stages: 1) a bibliographic search in the ISI Web of Science database created an initial corpus of publications, 2) the corpus was refined through topic modeling, and 3) themes dominating the corpus from the refined search results were identified by topic modeling and network analytics. This was applied separately to each of three time periods: 1996 to 2005 (418 publications), 2006 to 2014 (1454 publications), and 2015 to mid-2018 (1269 publications).

resultsPublication rates have continuously increased across time periods with principal topics shifting from an emphasis on computer science and psychology to rehabilitation and public health. No terminology specific to the field of VR-based rehabilitation emerged; rather a range of central concepts including "virtual reality", "virtual gaming", "virtual environments", "simulated environments" continue to be used. Communities engaged in research or clinical application of VR form assemblages distinguished by a focus on physical or psychological rehabilitation; these appear to be weakly linked through tele-rehabilitation.

conclusionsVarying terms exemplify the main corpus of VR-based rehabilitation and terms are not consistent across the many scientific domains. Numerous distinguishable areas of research and clinical foci (e.g., Tele-rehabilitation, Gait & Balance, Cognitive Rehabilitation, Gaming) define the agenda. We conclude that VR-based rehabilitation consists of a network of scientific communities with a shared interest in the methodology rather than a directed and focused research field. An interlinked team approach is important to maintain scientific rigor and technological validity within this diverse group. Future studies should examine how these interdisciplinary communities individually define themselves with the goals of gathering knowledge and working collectively toward disseminating information essential to associated research communities.

Indexed as

Virtual RealityHumansRehabilitationTerminology as TopicInterdisciplinaryScientific communitiesTopic modelingVirtual rehabilitation

Identifiers

PMID31226995
PMCPMC6588867

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.