Evidence map›Paper›PMID 42760431›Full record

ReviewBehavior research methods2026

A systematic scoping review identifying effective virtual reality stress tasks inducing physiological reactivity for future wearables validation.

Magdalena Sikora, Xiaochang Zhao, Jan-Willem van 't Klooster, Zeynep Koyuncu, Eco de Geus, Matthijs Noordzij

Abstract readReview
In one paragraph

Review in Behavior research methods, 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.

Magdalena SikoraDepartment of Psychology, Health and Technology, University of Twente, Enschede, The Netherlands. m.sikora@utwente.nl.
Xiaochang ZhaoDepartment of Psychology, Health and Technology, University of Twente, Enschede, The Netherlands.
Jan-Willem van 't KloosterDepartment of Psychology, Health and Technology, University of Twente, Enschede, The Netherlands.
Zeynep KoyuncuDepartment of Psychology, Health and Technology, University of Twente, Enschede, The Netherlands.
Eco de GeusDepartment of Biological Psychology, VU Amsterdam, Amsterdam, The Netherlands.
Matthijs NoordzijDepartment of Psychology, Health and Technology, University of Twente, Enschede, The Netherlands.

Funding

Sociale en Geesteswetenschappen, NWO 024.005.010
6 · The paper itself

Abstract

Efficient and ecologically sound validation of wearables remains a major challenge in stress research. Virtual reality (VR) could support this by providing standardized, immersive stress induction, but the field lacks a comprehensive and exhaustive overview of which VR tasks reliably evoke physiological stress responses. This review delivers a systematic comparison of VR stressors, mapping 11 tasks into three core stressor categories (social-evaluative, environmental, and cognitive) and offers a synthesis of their effectiveness, methodological characteristics, and suitability for VR-based wearables validation. We examined VR's effectiveness for physiological stress elicitation, both qualitatively with the focus on task design and quantitatively through available effect sizes of responses. We observed high heterogeneity in stressor design and measurement methods, with the VR Trier Social Stress Test (VR-TSST) and the high-altitude task emerging as most promising VR stressors. Although several studies incorporated wearables, proving feasibility of such setups, none used VR explicitly for validating them. This review supports the use of VR for stress elicitation and for validation of wearable devices. It also enables informed stressor selection and VR study design while highlighting the existing gaps and future directions.

Indexed as

Stress, PhysiologicalStress, PsychologicalVirtual RealityWearable Electronic DevicesHumansPsychophysiologyStress inductionValidationVirtual realityWearable

Identifiers

PMID42760431
PMCPMC13588882

What OpenQuestion holds

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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.