Evidence map›Paper›PMID 37930751›Full record

Observational studyJournal of medical Internet research2023

Evaluation of a Virtual Reality Platform to Train Stress Management Skills for a Defense Workforce: Multisite, Mixed Methods Feasibility Study.

Murielle G Kluge, Steven Maltby, Caroline Kuhne, Nicole Walker, Neanne Bennett, Eugene Aidman, Eugene Nalivaiko, Frederick Rohan Walker

Erratum issuedAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Journal of medical Internet research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Self-efficacy in mass casualty incident training using mixed reality.Advances in simulation (London, England) · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Murielle G KlugeCentre for Advanced Training Systems, Faculty of Health, Medicine & Wellbeing, The University of Newcastle, Callaghan, Australia.ORCID 0000-0002-9400-9094
Steven MaltbyCentre for Advanced Training Systems, Faculty of Health, Medicine & Wellbeing, The University of Newcastle, Callaghan, Australia.ORCID 0000-0003-1240-5964
Caroline KuhneCentre for Advanced Training Systems, Faculty of Health, Medicine & Wellbeing, The University of Newcastle, Callaghan, Australia.ORCID 0000-0002-5391-2316
Nicole WalkerArmy School of Health, Australian Defence Force, Canberra, Australia.
Neanne BennettJoint Health Command, Department of Defence, Canberra, Australia.ORCID 0009-0003-4064-0969
Eugene AidmanSchool of Biomedical Sciences & Pharmacy, Faculty of Health, Medicine & Wellbeing, The University of Newcastle, Callaghan, Australia.ORCID 0000-0002-7711-794X
Eugene NalivaikoCentre for Advanced Training Systems, Faculty of Health, Medicine & Wellbeing, The University of Newcastle, Callaghan, Australia.ORCID 0000-0002-6449-8181
Frederick Rohan WalkerCentre for Advanced Training Systems, Faculty of Health, Medicine & Wellbeing, The University of Newcastle, Callaghan, Australia.ORCID 0000-0002-9068-0761

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPsychological stress-related injuries within first-responder organizations have created a need for the implementation of effective stress management training. Most stress management training solutions have limitations associated with scaled adoption within the workforce. For instance, those that are effective in civilian populations often do not align with the human performance culture embedded within first-responder organizations. Programs involving expert-led instructions that are high in quality are often expensive.

objectiveThis study sought to evaluate a tailored stress management training platform within the existing training schedule of the Australian Defense Force (ADF). The platform, known as Performance Edge (PE), is a novel virtual reality (VR) and biofeedback-enabled stress management skills training platform. Focusing on practical training of well-established skills and strategies, the platform was designed to take advantage of VR technology to generate an immersive and private training environment. This study aimed to assess the feasibility of delivering the VR platform within the existing group-based training context and intended training population. In this setting, the study further aimed to collect data on critical predictors of user acceptance and technology adoption in education, including perceived usability, usefulness, and engagement, while also assessing training impacts.

methodsThis study used a mixed methods, multisite approach to collect observational, self-reported, and biometric data from both training staff and trainers within a real-world "on-base" training context in the ADF. Validated scales include the Presence Questionnaire and User Engagement Scale for perceived usefulness, usability, and engagement, as well as the State Mindfulness Scale and Relaxation Inventory, to gain insights into immediate training impacts for specific training modules. Additional surveys were specifically developed to assess implementation feedback, intention to use skills, and perceived training impact and value.

resultsPE training was delivered to 189 ADF trainees over 372 training sessions. The platform was easy to use at an individual level and was feasible to deliver in a classroom setting. Trainee feedback consistently showed high levels of engagement and a sense of presence with the training content and environment. PE is overall perceived as an effective and useful training tool. Self-report and objective indices confirmed knowledge improvement, increased skill confidence, and increased competency after training. Specific training elements resulted in increased state mindfulness, increased physical relaxation, and reduced breathing rate. The ability to practice cognitive strategies in a diverse, private, and immersive training environment while in a group setting was highlighted as particularly valuable.

conclusionsThis study found the VR-based platform (PE) to be a feasible stress management training solution for group-based training delivery in a defense population. Furthermore, the intended end users, both trainers and trainees, perceive the platform to be usable, useful, engaging, and effective for training, suggesting end-user acceptance and potential for technology adoption.

Indexed as

Biofeedback, PsychologyBiometryAustraliaEducational StatusFeasibility StudiesHumansdefensestress managementvirtual realityworkplace training

Identifiers

PMID37930751
PMCPMC10659241

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.