ArticleBMC medical education2024
Implementation and sustainment of virtual reality stroke workflow training for physician trainees at comprehensive stroke centres: a quantitative and qualitative study.
Article in BMC medical education, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 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
3 citing papers in PubMed.
- Enhancing long-term knowledge retention in undergraduate stroke education through virtual simulation: a randomized study.Frontiers in medicine · 2026Article
- Comparing training methods to promote better animal welfare outcomes for animals in the research and teaching industry.Animal welfare (South Mimms, England) · 2026Article
- Impact of the drip-and-ship model on the treatment of acute ischemic stroke in relation to distance from the thrombectomy center.Frontiers in neurology · 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
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundVariation in stroke treatment metrics highlight a need for approaches to improve clinical processes. Training interventions can improve outcomes, but Australian physician trainees do not currently receive formal process-directed stroke training. Virtual reality (VR) stroke workflow training has proven acceptable, usable, useful and feasible in trial contexts, but how to integrate VR training into physician training remains unclear. The current study sought to document stroke staff perceptions of existing training and assess implementation of routine VR training at comprehensive stroke centres, outside of a trial context.
methodsTraining was delivered to physician trainees via individual sessions or facilitated group workshops depending on the hospital site. VR usage data was captured automatically via Wi-Fi. Survey responses from both trainees and training staff were collected, with statistical comparisons performed for matching questions in pre- and post-training surveys. Themes identified in open-ended survey responses were enumerated and reported.
resultsForty-two TACTICS VR training sessions were logged at 2 hospitals between May 2022 and October 2023. Trainees reported receiving low amounts of prior formal stroke training; both trainees and training staff identified unmet needs and barriers to existing training. VR users (n = 30) provided positive feedback on VR hardware, software design, user experience, content, educational value and delivery approach (mean scores 3.9 to 4.7; 1 = strongly disagree, 5 = strongly agree). VR training improved confidence in: knowledge of acute stroke assessment / treatment (post-training vs. pre-training = 4.0±0.7 vs. 2.9±1.0; P < .0001), ability to effectively assess / treat stroke (4.0±0.6 vs. 3.1±1.0; P < .0001), ability to optimally communicate with colleagues (4.1±0.6 vs. 3.3±1.0; P < .001), understanding of workflow practices (4.3±0.6 vs. 3.2±1.2; P < .0001), ability to make improvements (4.1±0.8 vs. 3.0±1.2; P < .0001) and awareness of local stroke management criteria / processes (4.1±0.8 vs. 3.6±1.1; P < .01). Respondents suggested enhancements in funding, access, awareness, training populations and delivery modality to improve training sustainment.
conclusionsVR stroke workflow training was perceived by trainees and training staff as feasible, acceptable, usable, useful and positively impacted stroke training. Respondents endorsed future use of VR training to support training at comprehensive stroke centres and identified aspects for improved future integration.
Indexed as
Identifiers
What OpenQuestion holds
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.