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Development and Validation of the Collision Anxiety Questionnaire for VR Applications

Published: 11 May 2024 Publication History

Abstract

The high degree of sensory immersion is a distinctive feature of head-mounted virtual reality (VR) systems. While the visual detachment from the real world enables unique immersive experiences, users risk collisions due to their inability to perceive physical obstacles in their environment. Even the mere anticipation of a collision can adversely affect the overall experience and erode user confidence in the VR system. However, there are currently no valid tools for assessing collision anxiety. We present the iterative development and validation of the Collision Anxiety Questionnaire (CAQ), involving an exploratory and a confirmatory factor analysis with a total of 159 participants. The results provide evidence for both discriminant and convergent validity and a good model fit for the final CAQ with three subscales: general collision anxiety, orientation, and interpersonal collision anxiety. By utilizing the CAQ, researchers can examine potential confounding effects of collision anxiety and evaluate methods for its mitigation.

Supplemental Material

MP4 File - Video Presentation
Video Presentation
Transcript for: Video Presentation
XLSX File - Participant feedback from study 1
Participant feedback from study 1
PDF File - Print Version of the CAQ
Print Version of the CAQ
PDF File - Scoring Guide for the CAQ
Scoring Guide for the CAQ
XLSX File - Excel version of the items of the CAQ
Excel version of the items of the CAQ

References

[1]
Vero Vanden Abeele, Katta Spiel, Lennart Nacke, Daniel Johnson, and Kathrin Gerling. 2020. Development and validation of the player experience inventory: A scale to measure player experiences at the level of functional and psychosocial consequences. International Journal of Human-Computer Studies 135 (2020), 102370. https://doi.org/10.1016/j.ijhcs.2019.102370
[2]
Jeremy N Bailenson, Jim Blascovich, Andrew C Beall, and Jack M Loomis. 2003. Interpersonal distance in immersive virtual environments. Personality and social psychology bulletin 29, 7 (2003), 819–833. https://doi.org/10.1177/0146167203029007002
[3]
Costas Boletsis and Jarl Erik Cedergren. 2019. VR Locomotion in the New Era of Virtual Reality: An Empirical Comparison of Prevalent Techniques. Advances in Human-Computer Interaction 2019 (2019). https://doi.org/10.1155/2019/7420781
[4]
Raymond B Cattell and Raymond B Cattell. 1978. Fixing the number of factors: The most practicable psychometric procedures. The scientific use of factor analysis in behavioral and life sciences (1978), 72–91.
[5]
Andrew Laurence Comrey and Howard Bing Lee. 1992. A first course in factor analysis, Second Edition. Lawrence Erlbaum Associates, Inc.
[6]
JCF de Winter, Dimitra Dodou, and Peter A Wieringa. 2009. Exploratory factor analysis with small sample sizes. Multivariate behavioral research 44, 2 (2009), 147–181. https://doi.org/10.1080/00273170902794206
[7]
Tobias Drey, Michael Rietzler, and Enrico Rukzio. 2021. Questionnaires and Qualitative Feedback Methods to Measure User Experience in Mixed Reality. arXiv preprint arXiv:2104.06221 (2021). https://doi.org/10.48550/arXiv.2104.06221
[8]
James Coleman Eubanks, Alec G. Moore, Paul A. Fishwick, and Ryan P. McMahan. 2021. A Preliminary Embodiment Short Questionnaire. Frontiers in Virtual Reality 2 (2021). https://doi.org/10.3389/frvir.2021.647896
[9]
Phill Gagné and Gregory R Hancock. 2006. Measurement model quality, sample size, and solution propriety in confirmatory factor models. Multivariate behavioral research 41, 1 (2006), 65–83. https://doi.org/10.1207/s15327906mbr4101_5
[10]
Beat Games. 2019. Beat Saber. Game [Meta Quest].
[11]
Joseph F Hair, Jeffrey J Risher, Marko Sarstedt, and Christian M Ringle. 2019. When to use and how to report the results of PLS-SEM. European business review 31, 1 (2019), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
[12]
Sandra G Hart and Lowell E Staveland. 1988. Development of NASA-TLX (Task Load Index): Results of empirical and theoretical research. In Advances in psychology. Vol. 52. Elsevier, 139–183. https://doi.org/10.1016/S0166-4115(08)62386-9
[13]
Jörg Henseler, Christian M Ringle, and Marko Sarstedt. 2015. A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the academy of marketing science 43 (2015), 115–135. https://doi.org/10.1007/s11747-014-0403-8
[14]
Adrian H Hoppe, Roland Reeb, Florian van de Camp, and Rainer Stiefelhagen. 2018. Capability for collision avoidance of different user avatars in virtual reality. In HCI International 2018–Posters’ Extended Abstracts: 20th International Conference, HCI International 2018, Las Vegas, NV, USA, July 15-20, 2018, Proceedings, Part II 20. Springer, 273–279. https://doi.org/10.1007/978-3-319-92279-9_37
[15]
Aulia Inan Nur, Harry B. Santoso, and Panca O. Hadi Putra. 2021. The Method and Metric of User Experience Evaluation: A Systematic Literature Review. In Proceedings of the 2021 10th International Conference on Software and Computer Applications (Kuala Lumpur, Malaysia) (ICSCA ’21). ACM, New York, NY, USA, 307–317. https://doi.org/10.1145/3457784.3457832
[16]
Kohei Kanamori, Nobuchika Sakata, Tomu Tominaga, Yoshinori Hijikata, Kensuke Harada, and Kiyoshi Kiyokawa. 2018. Obstacle Avoidance Method in Real Space for Virtual Reality Immersion. In 2018 IEEE International Symposium on Mixed and Augmented Reality (ISMAR). IEEE, 80–89. https://doi.org/10.1109/ISMAR.2018.00033
[17]
Panagiotis Kourtesis, Simona Collina, Leonidas A. A. Doumas, and Sarah E. MacPherson. 2019. Validation of the Virtual Reality Neuroscience Questionnaire: Maximum Duration of Immersive Virtual Reality Sessions Without the Presence of Pertinent Adverse Symptomatology. Frontiers in Human Neuroscience 13 (2019). https://doi.org/10.3389/fnhum.2019.00417
[18]
Candice Lanius, Ryan Weber, and Joy Robinson. 2021. User Experience Methods in Research and Practice. Journal of Technical Writing and Communication 51, 4 (2021), 350–379. https://doi.org/10.1177/00472816211044499
[19]
Bettina Laugwitz, Theo Held, and Martin Schrepp. 2008. Construction and Evaluation of a User Experience Questionnaire. In HCI and Usability for Education and Work, Andreas Holzinger (Ed.). Springer Berlin Heidelberg, Berlin, Heidelberg, 63–76. https://doi.org/10.1007/978-3-540-89350-9_6
[20]
Robert W Lissitz and Samuel B Green. 1975. Effect of the number of scale points on reliability: A Monte Carlo approach.Journal of applied psychology 60, 1 (1975), 10. https://doi.org/10.1037/h0076268
[21]
Huimin Liu, Zhiquan Wang, Angshuman Mazumdar, and Christos Mousas. 2021. Virtual reality game level layout design for real environment constraints. Graphics and Visual Computing 4 (2021), 200020. https://doi.org/10.1016/j.gvc.2021.200020
[22]
Robert C MacCallum, Michael W Browne, and Hazuki M Sugawara. 1996. Power analysis and determination of sample size for covariance structure modeling.Psychological methods 1, 2 (1996), 130. https://doi.org/10.1037/1082-989X.1.2.130
[23]
Christos Mousas, Dominic Kao, Alexandros Koilias, and Banafsheh Rekabdar. 2020. Real and virtual environment mismatching induces arousal and alters movement behavior. In 2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR). IEEE, 626–635. https://doi.org/10.1109/VR46266.2020.00085
[24]
Panos Rriska and Superhot Team. 2019. SuperhotVR. Game [Meta Quest].
[25]
Reinhard Pekrun, Thomas Goetz, Anne C. Frenzel, Petra Barchfeld, and Raymond P. Perry. 2011. Measuring emotions in students’ learning and performance: The Achievement Emotions Questionnaire (AEQ). Contemporary Educational Psychology 36, 1 (2011), 36–48. https://doi.org/10.1016/j.cedpsych.2010.10.002
[26]
Iana Podkosova and Hannes Kaufmann. 2018. Mutual Collision Avoidance during Walking in Real and Collaborative Virtual Environments. In Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (Montreal, Quebec, Canada) (I3D ’18). Association for Computing Machinery, New York, NY, USA, Article 9, 9 pages. https://doi.org/10.1145/3190834.3190845
[27]
Patrizia Ring and Maic Masuch. 2023. Measuring Collision Anxiety in XR Exergames. In 2023 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW). 627–628. https://doi.org/10.1109/VRW58643.2023.00156
[28]
Daniel Roth and Marc Erich Latoschik. 2020. Construction of the Virtual Embodiment Questionnaire (VEQ). IEEE Transactions on Visualization and Computer Graphics 26, 12 (2020), 3546–3556. https://doi.org/10.1109/TVCG.2020.3023603
[29]
Anthony Scavarelli and Robert J. Teather. 2017. VR Collide! Comparing Collision-Avoidance Methods Between Co-Located Virtual Reality Users. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (Denver, Colorado, USA) (CHI EA ’17). Association for Computing Machinery, New York, NY, USA, 2915–2921. https://doi.org/10.1145/3027063.3053180
[30]
Nick Sohre, Charlie Mackin, Victoria Interrante, and Stephen J Guy. 2017. Evaluating collision avoidance effects on discomfort in virtual environments. In 2017 IEEE Virtual Humans and Crowds for Immersive Environments (VHCIE). IEEE, 1–5. https://doi.org/10.1109/VHCIE.2017.7935624
[31]
Andrej Somrak, Matevž Pogačnik, and Jože Guna. 2021. Suitability and Comparison of Questionnaires Assessing Virtual Reality-Induced Symptoms and Effects and User Experience in Virtual Environments. Sensors 21, 4 (2021). https://doi.org/10.3390/s21041185
[32]
J. P. Stevens. 1992. Applied Multivariate Statistics for the Social Sciences, Second Edition. Lawrence Erlbaum Associates, Inc.
[33]
Katy Tcha-Tokey, Olivier Christmann, Emilie Loup-Escande, and Simon Richir. 2016. Proposition and validation of a questionnaire to measure the user experience in immersive virtual environments. International Journal of Virtual Reality 16, 1 (2016), 33–48. https://doi.org/10.20870/IJVR.2016.16.1.2880
[34]
D. Watson, L. A. Clark, and A. Tellegen. 1988. Development and validation of brief measures of positive and negative affect: The PANAS scales. Journal of Personality and Social Psychology 54, 6 (1988). https://doi.org/10.1037/0022-3514.54.6.1063
[35]
Carolin Wienrich, Nina Döllinger, Simon Kock, Kristina Schindler, and Ole Traupe. 2018. Assessing User Experience in Virtual Reality – A Comparison of Different Measurements. In Design, User Experience, and Usability: Theory and Practice, Aaron Marcus and Wentao Wang (Eds.). Springer International Publishing, Cham, 573–589. https://doi.org/10.1007/978-3-319-91797-9_41
[36]
Hui Yang, Junyan Li, Jingnan Liu, Yulong Bian, and Juan Liu. 2022. Development of an Indoor Exergame Based on Moving-Target Hitting Task for COVID-19 Epidemic: A Comparison Between AR and VR Mode. IEEE Transactions on Games 14, 3 (2022), 511–521. https://doi.org/10.1109/TG.2021.3118035

Cited By

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  • (2024)Validation of a German Version of the Collision Anxiety QuestionnaireProceedings of Mensch und Computer 202410.1145/3670653.3677516(370-374)Online publication date: 1-Sep-2024

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cover image ACM Conferences
CHI '24: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems
May 2024
18961 pages
ISBN:9798400703300
DOI:10.1145/3613904
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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Published: 11 May 2024

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  1. assessment
  2. collision anxiety
  3. discomfort
  4. fear
  5. user experience
  6. virtual reality

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  • (2024)Validation of a German Version of the Collision Anxiety QuestionnaireProceedings of Mensch und Computer 202410.1145/3670653.3677516(370-374)Online publication date: 1-Sep-2024

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