Evidence map›Paper›PMID 42166624›Full record

Trial reportJMIR medical education2026

Enhancing Therapist Training in the Delivery of Exposure Therapy for Individuals with Anxiety Disorders Using Virtual Reality Simulation: Randomized Feasibility Trial.

Joshua Kemp, Ariella Rosen, Hyungjin Kim, Margo Adams Larsen, Kristen Benito, Jennifer Freeman, Jason Machan, Peter Tuerk

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

8 authors.

Joshua Kemp *Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, RI, United States.ORCID 0000-0003-0857-6218
Ariella Rosen *Pediatric Anxiety Research Center, Bradley Hospital, Brown University Health, 1011 Veterans Memorial Pkwy, Riverside, RI, 02915, United States, 1 4014321466.ORCID 0009-0009-6818-2828
Hyungjin Kim *Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, RI, United States.ORCID 0009-0007-5449-3831
Margo Adams Larsen *Virtually Better Inc, Decatur, GA, United States.ORCID 0000-0002-6373-9692
Kristen Benito *Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, RI, United States.ORCID 0000-0002-1908-9282
Jennifer Freeman *Department of Psychiatry and Human Behavior, Alpert Medical School, Brown University, Providence, RI, United States.ORCID 0000-0003-3636-8555
Jason Machan *Department of Biostatistics, Brown University Health, Providence, RI, United States.ORCID 0000-0003-2048-4914
Peter Tuerk *Virtually Better Inc, Decatur, GA, United States.ORCID 0000-0002-0739-2364

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Exposure-based cognitive behavioral therapy is among the least used evidence-based practices for anxiety disorders in routine care. Providers' negative beliefs about exposure (eg, fears of harm or intolerability) are a major barrier. Experiential methods can reduce these beliefs but are limited by accessibility, standardization, and fidelity. Virtual reality (VR) offers a scalable way to deliver standardized experiential practice. Guided by an "exposure to exposure" (E2E) framework, we conceptualized VR training as an exposure intervention targeting therapists' own anxious beliefs about exposure. Objective: This feasibility study examined a VR-based exposure training program (SET-VR) (1) to evaluate usability and effects on therapist learning targets (knowledge, self-efficacy, attitudes) and (2) to test whether a high-immersion head-mounted display (HMD) format provides added benefit over a lower-immersion desktop format. Eligibility included holding an active caseload. Methods: Eligible clinicians (ie, aged >21 years with an active caseload; n=41) completed a 4-hour didactic workshop on exposure and were randomized (1:1, blinded) to the desktop or HMD condition. In the experiential phase, therapists delivered 3 rounds of exposure with a virtual patient. They titrated exposure intensity (increase, decrease, continue as is) at fixed decision points based on state-dependent visual (character animations) and auditory (prerecorded verbalizations) cues reflecting the patient's distress. Exposure knowledge, self-efficacy, and beliefs about exposure were measured at baseline, post-didactic, post-experiential, and follow-up. Participants also rated the acceptability, usability, and authenticity of the program. Results: Both groups (desktop and HMD) showed significant improvement in exposure knowledge (d=0.52, P=.006; d=0.58, P=.002), self-efficacy (d=0.88, P<.001; d=1.36, P<.001), and beliefs (d=0.61, P=.001; d=1.05, P<.001) from baseline to post-didactic training using binomial generalized estimating equations. There were no significant differences between the low- and high-immersion groups on any measure after didactics. Both groups demonstrated significant improvement in exposure self-efficacy (d=0.66, P<.001; d=0.93, P<.001) and beliefs (d=0.46, P<.01; d=0.66, P<.001) from post-didactic to post-experiential. Both groups gave positive ratings for acceptability, usability, and authenticity. No adverse events or side effects were reported. Conclusions: In this feasibility randomized controlled trial, an E2E-guided VR training program produced promising improvements in therapists' self-efficacy and negative beliefs about exposure beyond gains from didactic training alone. This work is innovative in testing immersion as a dose parameter while also applying an explicit framework (E2E) to target a key mechanism (ie, therapist beliefs) in the underuse of exposure therapy. Compared to prior VR training studies focused on skills and knowledge acquisition, our findings support the standardization of an emotionally engaging exposure practice context that shifts therapist-level mechanisms linked to actual delivery. The lack of clear advantages for HMD over desktop VR suggests that lower-immersion, more scalable implementations may provide a sufficient experiential "dose." Larger, more diverse trials are needed to confirm effectiveness and determine the real-world impact of VR-based exposure training on access to evidence-based care.

Indexed as

Anxiety DisordersImplosive TherapyVirtual RealityVirtual Reality Exposure TherapyAdultFeasibility StudiesFemaleHumansMaleMiddle AgedSelf Efficacyanxiety disordersexposure therapysimulationtrainingvirtual reality

Identifiers

PMID42166624
PMCPMC13193297

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Registered trials

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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.