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Experience Matters: Longitudinal Changes in Sensitivity to Rotational Gains in Virtual Reality

Published: 11 November 2022 Publication History

Abstract

Redirected walking techniques use rotational gains to guide users away from physical obstacles as they walk in a virtual world, effectively creating the illusion of a larger virtual space than is physically present. Designers often want to keep users unaware of this manipulation, which is made possible by limitations in human perception that render rotational gains imperceptible below a certain threshold. Many aspects of these thresholds have been studied; however, no research has yet considered whether these thresholds may change over time as users gain more experience with them. To study this, we recruited 20 novice VR users (no more than 1 hour of prior experience with an HMD) and provided them with an Oculus Quest to use for 4 weeks on their own time. They were tasked to complete an activity assessing their sensitivity to rotational gain once each week, in addition to whatever other activities they wanted to perform. No feedback was provided to participants about their performance during each activity, minimizing the possibility of learning effects accounting for any observed changes over time. We observed that participants became significantly more sensitive to rotation gains over time, underscoring the importance of considering prior user experience in applications involving rotational gain, as well as how prior user experience may affect other, broader applications of VR.

References

[1]
Jeremy N. Bailenson and Nick Yee. 2006. A longitudinal study of task performance, head movements, subjective report, simulator sickness, and transformed social interaction in collaborative virtual environments. Presence: Teleoperat. Virt. Environ. 15, 6 (2006), 699–716.
[2]
Douglas Bates, Martin Mächler, Ben Bolker, and Steve Walker. 2015. Fitting linear mixed-effects models using lme4. J. Stat. Softw. 67, 1 (2015), 1–48.
[3]
Geoffrey Bingham and Jennifer L. Romack. 1999. The rate of adaptation to displacement prisms remains constant despite acquisition of rapid calibration. J. Exp. Psychol.: Hum. Percept. Perf. 25, 5 (1999), 1331.
[4]
Geoffrey P. Bingham and Christopher C. Pagano. 1998. The necessity of a perception–action approach to definite distance perception: Monocular distance perception to guide reaching. J. Exp. Psychol.: Hum. Percept. Perf. 24, 1 (1998), 145.
[5]
Gerd Bruder, Victoria Interrante, Lane Phillips, and Frank Steinicke. 2012. Redirecting walking and driving for natural navigation in immersive virtual environments. IEEE Trans. Vis. Comput. Graph. 18, 4 (2012), 538–545.
[6]
Hugo Brument, Maud Marchal, Anne-Hélène Olivier, and Ferran Argelaguet. 2020. Influence of dynamic field of view restrictions on rotation gain perception in virtual environments. In International Conference on Virtual Reality and Augmented Reality. Springer, 20–40.
[7]
Pamela Dalton, Nadine Doolittle, and Paul A. S. Breslin. 2002. Gender-specific induction of enhanced sensitivity to odors. Nat. Neurosci. 5, 3 (2002), 199–200.
[8]
Felipe Augusto dos Santos Mendes, José Eduardo Pompeu, Alexandra Modenesi Lobo, Keyte Guedes da Silva, Tatiana de Paula Oliveira, Andrea Peterson Zomignani, and Maria Elisa Pimentel Piemonte. 2012. Motor learning, retention and transfer after virtual-reality-based training in Parkinson’s disease—Effect of motor and cognitive demands of games: A longitudinal, controlled clinical study. Physiotherapy 98, 3 (2012), 217–223.
[9]
Natalia Dużmańska, Paweł Strojny, and Agnieszka Strojny. 2018. Can simulator sickness be avoided? A review on temporal aspects of simulator sickness. Front. Psychol. 9 (2018), 2132.
[10]
Elham Ebrahimi, Andrew Robb, Leah S. Hartman, Christopher C. Pagano, and Sabarish V. Babu. 2018. Effects of anthropomorphic fidelity of self-avatars on reach boundary estimation in immersive virtual environments. In Proceedings of the 15th ACM Symposium on Applied Perception. 1–8.
[11]
A. L. Faria, J. Couras, M. S. Cameirão, T. Paulino, G. M. Costa, and S. Bermúdez i Badia. 2016. Impact of combined cognitive and motor rehabilitation in a virtual reality task: An on-going longitudinal study in the chronic phase of stroke. In Proceedings of the 11th International Conference on Disability, Virtual Reality and Associated Technologies (ICDVRAT’16). 1–10.
[12]
Daniel Freeman, C. Thompson, Natasha Vorontsova, G. Dunn, L.-A. Carter, P. Garety, E. Kuipers, Mel Slater, Angus Antley, Ed Glucksman, et al. 2013. Paranoia and post-traumatic stress disorder in the months after a physical assault: A longitudinal study examining shared and differential predictors. Psychol. Med. 43, 12 (2013), 2673–2684.
[13]
Eugy Han, Mark Roman Miller, Nilam Ram, Kristine L. Nowak, and Jeremy N. Bailenson. 2022. Understanding group behavior in virtual reality: A large-scale, longitudinal study in the metaverse. In Proceedings of the 72nd Annual International Communication Association Conference.
[14]
M. A. Hernandez-Mocholi, F. J. Dominguez-Muñoz, H. Corzo, S. C. S. Silva, J. C. Adsuar, and N. Gusi. 2016. Whole body vibration training improves vibration perception threshold in healthy young adults: A randomized clinical trial pilot study. J. Musculoskel. Neuron. Interact. 16, 1 (2016), 12.
[15]
Tanya Hill and Hanneke du Preez. 2021. A longitudinal study of students’ perceptions of immersive virtual reality teaching interventions. In Proceedings of the 7th International Conference of the Immersive Learning Research Network (iLRN’21). IEEE, 1–7.
[16]
Xieyining Huang, Kensie M. Funsch, Esther C. Park, Paul Conway, Joseph C. Franklin, and Jessica D. Ribeiro. 2021. Longitudinal studies support the safety and ethics of virtual reality suicide as a research method. Sci. Rep. 11, 1 (2021), 1–12.
[17]
Robert S. Kennedy, Norman E. Lane, Kevin S. Berbaum, and Michael G. Lilienthal. 1993. Simulator sickness questionnaire: An enhanced method for quantifying simulator sickness. Int. J. Aviat. Psychol. 3, 3 (1993), 203–220.
[18]
Negar Khojasteh and Andrea Stevenson Won. 2021. Working together on diverse tasks: A longitudinal study on individual workload, presence and emotional recognition in collaborative virtual environments. Front. Virt. Reality 2 (2021), 53.
[19]
Hyun-Jin Kim, Seulki Lee, Dooyoung Jung, Ji-Won Hur, Heon-Jeong Lee, Sungkil Lee, Gerard J Kim, Chung-Yean Cho, Seungmoon Choi, Seung-Moo Lee, et al. 2020. Effectiveness of a participatory and interactive virtual reality intervention in patients With social anxiety disorder: Longitudinal questionnaire study. J. Med. Internet Re. 22, 10 (2020), e23024.
[20]
Ita G. G. Kreft, Jan De Leeuw, and Leona S. Aiken. 1995. The effect of different forms of centering in hierarchical linear models. Multivar. Behav. Res. 30, 1 (1995), 1–21.
[21]
Charlene Krueger and Lili Tian. 2004. A comparison of the general linear mixed model and repeated measures ANOVA using a dataset with multiple missing data points. Biol. Res. Nurs. 6, 2 (2004), 151–157.
[22]
Scott A. Kuhl, Sarah H. Creem-Regehr, and William B. Thompson. 2008. Recalibration of rotational locomotion in immersive virtual environments. ACM Trans. Appl. Percept. 5, 3 (2008), 1–11.
[23]
Daniel Linares and Joan López-Moliner. 2016. quickpsy: An R package to fit psychometric functions for multiple groups. R J. 8, 1 (2016), 122–131. https://journal.r-project.org/archive/2016-1/linares-na.pdf.
[24]
Lotte Meteyard and Robert A. I. Davies. 2020. Best practice guidance for linear mixed-effects models in psychological science. J. Memory Lang. 112 (2020), 1–22.
[25]
Fares Moustafa and Anthony Steed. 2018. A longitudinal study of small group interaction in social virtual reality. In Proceedings of the 24th ACM Symposium on Virtual Reality Software and Technology. 1–10.
[26]
Niels Christian Nilsson, Evan Suma, Rolf Nordahl, Mark Bolas, and Stefania Serafin. 2016. Estimation of detection thresholds for audiovisual rotation gains. In Proceedings of the IEEE Virtual Reality (VR’16). IEEE, 241–242.
[27]
Akimi Oyanagi, Takuji Narumi, Kazuma Aoyama, Kenichiro Ito, Tomohiro Amemiya, and Michitaka Hirose. 2021. Impact of long-term use of an avatar to IVBO in the social VR. In International Conference on Human-Computer Interaction. Springer, 322–336.
[28]
Anders Paludan, Jacob Elbaek, Mathias Mortensen, Morten Zobbe, Niels Christian Nilsson, Rolf Nordahl, Lars Reng, and Stefania Serafin. 2016. Disguising rotational gain for redirected walking in virtual reality: Effect of visual density. In Proceedings of the IEEE Virtual Reality (VR’16). IEEE, 259–260.
[29]
Tabitha C. Peck, Laura E. Sockol, and Sarah M. Hancock. 2020. Mind the gap: The underrepresentation of female participants and authors in virtual reality research. IEEE Trans. Vis. Comput. Graph. 26, 5 (2020), 1945–1954.
[30]
Carina Peckmann, Kyra Kannen, Max C. Pensel, Silke Lux, Alexandra Philipsen, and Niclas Braun. 2022. Virtual reality induces symptoms of depersonalization and derealization: A longitudinal randomised control trial. Comput. Hum. Behav. 131 (2022), 107233.
[31]
Uri Polat, Tova Ma-Naim, Michael Belkin, and Dov Sagi. 2004. Improving vision in adult amblyopia by perceptual learning. Proc. Natl. Acad. Sci. U.S.A. 101, 17 (2004), 6692–6697.
[32]
John Porter III, Matthew Boyer, and Andrew Robb. 2018. Guidelines on successfully porting non-immersive games to virtual reality: A case study in minecraft. In Proceedings of the Annual Symposium on Computer-Human Interaction in Play. 405–415.
[33]
John Porter III and Andrew Robb. 2019. An analysis of longitudinal trends in consumer thoughts on presence and simulator sickness in VR games. In Proceedings of the Annual Symposium on Computer-Human Interaction in Play. 277–285.
[34]
R. Core Team. 2017. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria.
[35]
Aylen Ricca, Amine Chellali, and Samir Otrnane. 2021. The influence of hand visualization in tool-based motor-skills training, a longitudinal study. In Proceedings of the IEEE Virtual Reality and 3D User Interfaces (VR’21). IEEE, 103–112.
[36]
Hiroaki Sakono, Keigo Matsumoto, Takuji Narumi, and Hideaki Kuzuoka. 2021. Redirected walking using continuous curvature manipulation. IEEE Trans. Vis. Comput. Graph. 27, 11 (2021), 4278–4288.
[37]
Stefania Serafin, Niels C. Nilsson, Erik Sikstrom, Amalia De Goetzen, and Rolf Nordahl. 2013. Estimation of detection thresholds for acoustic based redirected walking techniques. In Proceedings of the IEEE Virtual Reality (VR’13). IEEE, 161–162.
[38]
Sherrill J. Smith, Sharon Farra, Deborah L. Ulrich, Eric Hodgson, Stephanie Nicely, and William Matcham. 2016. Learning and retention using virtual reality in a decontamination simulation. Nurs. Educ. Perspect. 37, 4 (2016), 210–214.
[39]
Frank Steinicke, Gerd Bruder, Jason Jerald, Harald Frenz, and Markus Lappe. 2008. Analyses of human sensitivity to redirected walking. In Proceedings of the ACM Symposium on Virtual Reality Software and Technology. 149–156.
[40]
Frank Steinicke, Gerd Bruder, Jason Jerald, Harald Frenz, and Markus Lappe. 2009. Estimation of detection thresholds for redirected walking techniques. IEEE Trans. Vis. Comput. Graph. 16, 1 (2009), 17–27.
[41]
Tuukka M. Takala, Lauri Malmi, Roberto Pugliese, and Tapio Takala. 2016. Empowering students to create better virtual reality applications: A longitudinal study of a VR capstone course. Inf. Educ. 15, 2 (2016), 287–317.
[42]
Ioannis Tarnanas, Winfried Schlee, Magda Tsolaki, René Müri, Urs Mosimann, and Tobias Nef. 2013. Ecological validity of virtual reality daily living activities screening for early dementia: Longitudinal study. JMIR Ser. Games 1, 1 (2013), e2778.
[43]
Viswanath Venkatesh and Philip Johnson. 2002. Telecommuting technology implementations: A within-and between-subjects longitudinal field study. Person. Psychol. 55, 3 (2002), 661–687.
[44]
Cesko C. Voeten. 2021. buildmer: Stepwise Elimination and Term Reordering for Mixed-Effects Regression. https://CRAN.R-project.org/package=buildmer R package version 2.1.
[45]
Hadley Wickham. 2009. ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag, New York, NY.
[46]
Niall L. Williams and Tabitha C. Peck. 2019. Estimation of rotation gain thresholds considering fov, gender, and distractors. IEEE Trans. Vis. Comput. Graph. 25, 11 (2019), 3158–3168.
[47]
Alexander Winkler-Schwartz, Khalid Bajunaid, Muhammad A. S. Mullah, Ibrahim Marwa, Fahad E. Alotaibi, Jawad Fares, Marta Baggiani, Hamed Azarnoush, Gmaan Al Zharni, Sommer Christie, et al. 2016. Bimanual psychomotor performance in neurosurgical resident applicants assessed using NeuroTouch, a virtual reality simulator. J. Surg. Educ. 73, 6 (2016), 942–953.
[48]
Jingxin Zhang, Eike Langbehn, Dennis Krupke, Nicholas Katzakis, and Frank Steinicke. 2018. Detection thresholds for rotation and translation gains in 360 video-based telepresence systems. IEEE Trans. Vis. Comput. Graph. 24, 4 (2018), 1671–1680.
[49]
Ruimin Zhang and Scott A. Kuhl. 2013. Human sensitivity to dynamic rotation gains in head-mounted displays. In Proceedings of the ACM Symposium on Applied Perception. 71–74.

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  • (2024)Influence of Rotation Gains on Unintended Positional Drift during Virtual Steering Navigation in Virtual RealityProceedings of the 30th ACM Symposium on Virtual Reality Software and Technology10.1145/3641825.3687734(1-10)Online publication date: 9-Oct-2024
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    Published In

    cover image ACM Transactions on Applied Perception
    ACM Transactions on Applied Perception  Volume 19, Issue 4
    October 2022
    95 pages
    ISSN:1544-3558
    EISSN:1544-3965
    DOI:10.1145/3567477
    Issue’s Table of Contents

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 11 November 2022
    Online AM: 08 September 2022
    Accepted: 17 August 2022
    Received: 02 August 2022
    Published in TAP Volume 19, Issue 4

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    Author Tags

    1. Rotational gain
    2. perception
    3. longitudinal
    4. virtual reality

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    • (2024)Exploring the Impact of Visual Scene Characteristics and Adaptation Effects on Rotation Gain Perception in VRProceedings of the 30th ACM Symposium on Virtual Reality Software and Technology10.1145/3641825.3687733(1-13)Online publication date: 9-Oct-2024
    • (2024)From Slow-Mo to Ludicrous Speed: Comfortably Manipulating the Perception of Linear In-Car VR Motion Through Vehicular Translational Gain and AttenuationProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642298(1-20)Online publication date: 11-May-2024
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    • (2023)An Experimental System to Measure Accuracy of Rotation Gain Under Different Conditions in Virtual Reality Systems2023 34th Irish Signals and Systems Conference (ISSC)10.1109/ISSC59246.2023.10162127(1-6)Online publication date: 13-Jun-2023
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