Evidence map›Paper›PMID 41855412›Full record

Trial reportJMIR medical education2026

Immersive Virtual Reality Training to Improve Novice Physicians' Emergency Response Skills: Randomized Controlled Trial.

Yeon-Ju Huh, Ju Whi Kim, Narae Yoon, Seoi Jeong, Hyoun-Joong Kong, Sun Jung Myung

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR medical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Yeon-Ju Huh *Office of Medical Education, Seoul National University College of Medicine, Education building, 2nd Fl., 103, Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea, 8227408177, 8227411187.ORCID 0000-0001-6745-7097
Ju Whi Kim *Office of Medical Education, Seoul National University College of Medicine, Education building, 2nd Fl., 103, Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea, 8227408177, 8227411187.ORCID 0000-0001-8011-3547
Narae YoonOffice of Medical Education, Seoul National University College of Medicine, Education building, 2nd Fl., 103, Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea, 8227408177, 8227411187.ORCID 0000-0002-5415-4617
Seoi JeongDepartment of Transdisciplinary Medicine, Seoul National University Hospital, Seoul, Republic of Korea.ORCID 0009-0009-3047-2889
Hyoun-Joong KongDepartment of Transdisciplinary Medicine, Seoul National University Hospital, Seoul, Republic of Korea.ORCID 0000-0001-5456-4862
Sun Jung MyungOffice of Medical Education, Seoul National University College of Medicine, Education building, 2nd Fl., 103, Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea, 8227408177, 8227411187.ORCID 0000-0001-7332-0126

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Simulation-based training is essential for preparing medical interns to manage high-stakes emergencies. Although virtual reality (VR)-based simulation has been rapidly integrated into medical education, there remains limited evidence directly assessing its effectiveness relative to established high-fidelity simulation (HFS) methodologies. Objective: This study aimed to assess the perceived educational effectiveness of VR and HFS in enhancing novice physicians' confidence, satisfaction, and perceived preparedness for managing acute oxygen desaturation. Methods: A randomized controlled trial was conducted with 168 medical interns from Seoul National University Hospital. Participants were randomly assigned to VR group (n=81) or HFS group (n=87). Overall, 4 participants were excluded due to incomplete surveys, leaving 164 for analysis (VR: 79 and HFS: 85). Both groups were trained to manage simulated patients with low oxygen saturation. Confidence (10-point Likert scale) and satisfaction (7-point Likert scale) were measured using pre and posttraining surveys. Usability was assessed with the User Experience Questionnaire-Short. Between-group comparisons were conducted using t tests and chi-square tests, while within-group confidence changes were analyzed using paired t tests and repeated-measures analysis of variance. To account for correlated data and estimate effect sizes, generalized estimating equations were applied, with statistical significance set at P<.05. Focus group interviews at 1 and 5 months posttraining explored real-world application and behavior transfer. Transcripts were independently reviewed by 2 researchers (YJH and SJM) and thematically analyzed to identify recurring patterns and insights related to clinical behavior. Results: Confidence in managing oxygen desaturation significantly improved from a mean 3.78 (SD 2.12) to mean 6.20 (SD 2.02) across VR and HFS groups (t163=-14.04; P<.001), with no significant difference between groups (F1,162=3.28; P=.07). Satisfaction was high overall mean 6.07 (SD 1.02), but significantly greater in the HFS group than in the VR group (mean 6.23, SD 0.92 vs mean 5.89, SD 1.10; t162 =2.29; P=.02). HFS participants rated tutor guidance (mean 6.49, SD 0.86 vs mean 6.10, SD 1.02; P=.008) and authenticity (mean 6.24, SD 1.05 vs mean 5.77, SD 1.15; P=.006) higher, whereas both groups scored usability above 5 on all items. Qualitative analyses revealed complementary strengths. Interns valued VR for its immersive environment, focused repetition, and reduced distractions that facilitated stepwise problem-solving. HFS was praised for palpable realism, hands-on practice with equipment, and immediate feedback that reinforced team communication and role clarity. Across follow-up interviews, interns reported improved recognition of desaturation, more structured initial responses (airway assessment, oxygen delivery adjustments, and escalation), and greater willingness to act promptly under pressure-suggesting perceived transfer of learning to clinical practice beyond the simulation lab. Conclusions: VR may complement HFS in emergency response training. Both modalities were associated with improvements in interns' self-reported confidence and perceived preparedness. The scalability and accessibility of VR suggest its potential value in diverse training contexts.

Indexed as

Clinical CompetencePhysiciansSimulation TrainingVirtual RealityAdultFemaleHumansInternship and ResidencyMaleSurveys and Questionnairesclinical decision-makingconfidenceeducational technologyemergency responsehigh-fidelity simulationmedical Internsrandomized controlled trialsatisfactionsimulation-based educationvirtual reality

Identifiers

PMID41855412
PMCPMC13009707

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.