ArticleJournal of medical extended reality2024
Describing, Evaluating, and Exploring Barriers to Adoption of Virtual Reality: An International Modified Delphi Consensus Study Involving Clinicians, Educators, and Industry Professionals.
Article in Journal of medical extended reality, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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
4 citing papers in PubMed.
- The Multicriteria Decision Analysis for Extended Reality (MCDA-XR) Governance Framework for Health Care Adoption: Mixed Methods Development Study.Journal of medical Internet research · 2026Article
- Enhancing the Predictive Value of Formative Evaluation in Extended Reality Adoption: Addressing the Experience Gap.JMIR formative research · 2026Article
- Curriculum for neuraxial procedural training using medical extended reality.British journal of anaesthesia · 2025Article
- American Medical Extended Reality Association Expert Consensus: Best Practices for Patient and Public Involvement in Medical Extended Reality Research.Journal of medical extended reality · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
With the rising interest in extended reality technology, the literature base is rapidly growing. With this growth, confusion within the descriptive terminology, and incoherence in the methodological approach to training tool evaluation exists. Additionally, the development expectations of the health care worker, educator, and academic are not clear. This study aimed to work toward consensus agreement around four key areas of interest: (1) descriptive terminology (2) evaluation methodology (3) research outcome measure selection, and (4) barriers and facilitators to adoption of VR into health care education. This study was an international, electronic, Modified Delphi Consensus study, which ran over two rounds. Systematic literature review, ratified by a multidisciplinary study advisory group, and combined with Delphi round, one participant responses generated a total of 133 propositions across all areas of interest. In two rounds of a Delphi process, consensus was reached for a total of 102 propositions of which 49 were included, and 53 excluded, with the remaining 31 propositions not reaching consensus. Fifteen terms were deemed important when describing VR technology with 'virtual environment', 'interactive', and 'simulation' achieving the highest levels of agreement. There was almost unanimous agreement that technology should be described by its interplay between the hardware and software involved in a system and that educational outcome retention should be measured when evaluating VR training. High-cost was the most important prohibitive barrier to VR uptake with easy access to content and low maintenance effort being most attractive factors. This study represents a first step toward international consensus around how to describe VR technology, how to approach VR educational evaluation including selection of appropriate research outcome measures, the most important barriers to technology adoption and design considerations that facilitate technology adoption into health care education.
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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.