Assessing virtual reality presence through physiological measures: a comprehensive review

This review analyzes 94 articles in an attempt to define the concept of presence in virtual reality (VR). Two types of data were examined: physiological variables and questionnaires, which were used in 85% study of the selected articles. The physiological measurements focused mainly on head movement...

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Main Authors: Danping Wang, Yunchao Peng, Lise Haddouk, Nicolas Vayatis, Pierre-Paul Vidal
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Virtual Reality
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Online Access:https://www.frontiersin.org/articles/10.3389/frvir.2025.1530770/full
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author Danping Wang
Danping Wang
Yunchao Peng
Yunchao Peng
Lise Haddouk
Lise Haddouk
Nicolas Vayatis
Nicolas Vayatis
Pierre-Paul Vidal
Pierre-Paul Vidal
Pierre-Paul Vidal
Pierre-Paul Vidal
author_facet Danping Wang
Danping Wang
Yunchao Peng
Yunchao Peng
Lise Haddouk
Lise Haddouk
Nicolas Vayatis
Nicolas Vayatis
Pierre-Paul Vidal
Pierre-Paul Vidal
Pierre-Paul Vidal
Pierre-Paul Vidal
author_sort Danping Wang
collection DOAJ
description This review analyzes 94 articles in an attempt to define the concept of presence in virtual reality (VR). Two types of data were examined: physiological variables and questionnaires, which were used in 85% study of the selected articles. The physiological measurements focused mainly on head movements, as well as electromyographic and electrocardiographic activity. Over time, a gradual decrease in the use of questionnaires is noted, with a growing preference for physiological markers to define presence in VR. We analyzed papers with physiological measurement methods and noted additional usage of subjective questionnaires. This approach captures the complexity of the subject’s experience, which includes cognitive, emotional, and physical responses. Additionally, the increasing use of artificial intelligence, particularly deep learning, is a promising trend for defining this concept. Finally, this review raises two important issues that require further investigation. Firstly, the very nature of the neurophysiological variables recorded to detect presence: they are also recommended for quantifying stress and mental load, to name but a few behavioral characteristics. Consequently, none of them can be considered specific to presence in VR. Second, the number of people tested is often small, which often poses a problem, given the wide variety of methodologies used and the physiological and psychological reactions of the people tested in VR in the 94 studies we analyzed. Clearly, there is a need for larger-scale prospective studies to better define the concept of presence during a virtual reality immersion experience.
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spelling doaj-art-17ac8698c5d04dfba45cc052b28f4fce2025-08-20T03:48:27ZengFrontiers Media S.A.Frontiers in Virtual Reality2673-41922025-05-01610.3389/frvir.2025.15307701530770Assessing virtual reality presence through physiological measures: a comprehensive reviewDanping Wang0Danping Wang1Yunchao Peng2Yunchao Peng3Lise Haddouk4Lise Haddouk5Nicolas Vayatis6Nicolas Vayatis7Pierre-Paul Vidal8Pierre-Paul Vidal9Pierre-Paul Vidal10Pierre-Paul Vidal11Plateforme d’Etude Sensorimotricité, INSERM US36 - CNRS UAR2009 - Université Paris Cité, Paris, FranceMachine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, ChinaCentre Borelli, CNRS, SSA, INSERM, Université Paris Cité, Université Paris Saclay, ENS Paris Saclay, Paris, FranceCentre Borelli, CNRS, SSA, INSERM, Université Paris Saclay, ENS Paris Saclay, Gif-sur-Yvette, Université Paris Cité, FranceCentre Borelli, CNRS, SSA, INSERM, Université Paris Cité, Université Paris Saclay, ENS Paris Saclay, Paris, FranceCentre Borelli, CNRS, SSA, INSERM, Université Paris Saclay, ENS Paris Saclay, Gif-sur-Yvette, Université Paris Cité, FranceCentre Borelli, CNRS, SSA, INSERM, Université Paris Cité, Université Paris Saclay, ENS Paris Saclay, Paris, FranceCentre Borelli, CNRS, SSA, INSERM, Université Paris Saclay, ENS Paris Saclay, Gif-sur-Yvette, Université Paris Cité, FrancePlateforme d’Etude Sensorimotricité, INSERM US36 - CNRS UAR2009 - Université Paris Cité, Paris, FranceMachine Learning and I-health International Cooperation Base of Zhejiang Province, Hangzhou Dianzi University, Hangzhou, ChinaCentre Borelli, CNRS, SSA, INSERM, Université Paris Cité, Université Paris Saclay, ENS Paris Saclay, Paris, FranceCentre Borelli, CNRS, SSA, INSERM, Université Paris Saclay, ENS Paris Saclay, Gif-sur-Yvette, Université Paris Cité, FranceThis review analyzes 94 articles in an attempt to define the concept of presence in virtual reality (VR). Two types of data were examined: physiological variables and questionnaires, which were used in 85% study of the selected articles. The physiological measurements focused mainly on head movements, as well as electromyographic and electrocardiographic activity. Over time, a gradual decrease in the use of questionnaires is noted, with a growing preference for physiological markers to define presence in VR. We analyzed papers with physiological measurement methods and noted additional usage of subjective questionnaires. This approach captures the complexity of the subject’s experience, which includes cognitive, emotional, and physical responses. Additionally, the increasing use of artificial intelligence, particularly deep learning, is a promising trend for defining this concept. Finally, this review raises two important issues that require further investigation. Firstly, the very nature of the neurophysiological variables recorded to detect presence: they are also recommended for quantifying stress and mental load, to name but a few behavioral characteristics. Consequently, none of them can be considered specific to presence in VR. Second, the number of people tested is often small, which often poses a problem, given the wide variety of methodologies used and the physiological and psychological reactions of the people tested in VR in the 94 studies we analyzed. Clearly, there is a need for larger-scale prospective studies to better define the concept of presence during a virtual reality immersion experience.https://www.frontiersin.org/articles/10.3389/frvir.2025.1530770/fullpresence in virtual environmentspresence in virtual realityphysiologicalpsychologicalmovement
spellingShingle Danping Wang
Danping Wang
Yunchao Peng
Yunchao Peng
Lise Haddouk
Lise Haddouk
Nicolas Vayatis
Nicolas Vayatis
Pierre-Paul Vidal
Pierre-Paul Vidal
Pierre-Paul Vidal
Pierre-Paul Vidal
Assessing virtual reality presence through physiological measures: a comprehensive review
Frontiers in Virtual Reality
presence in virtual environments
presence in virtual reality
physiological
psychological
movement
title Assessing virtual reality presence through physiological measures: a comprehensive review
title_full Assessing virtual reality presence through physiological measures: a comprehensive review
title_fullStr Assessing virtual reality presence through physiological measures: a comprehensive review
title_full_unstemmed Assessing virtual reality presence through physiological measures: a comprehensive review
title_short Assessing virtual reality presence through physiological measures: a comprehensive review
title_sort assessing virtual reality presence through physiological measures a comprehensive review
topic presence in virtual environments
presence in virtual reality
physiological
psychological
movement
url https://www.frontiersin.org/articles/10.3389/frvir.2025.1530770/full
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