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Estimating cybersickness from virtual reality applications

Abstract

Cybersickness is a known issue in virtual reality affecting a notable percentage of the populations. However, predicting the level and incidence of cybersickness in new systems is difficult. Past publications were analyzed for their factors and resulting cybersickness scores. These factors were then used to develop three predictive models using demographics, software, and hardware factors. Using demographic information alone explained 44.2% of the adjusted variance in a linear model. Using hardware and software factors alone explained 55.3% of the adjusted variance in a linear model. Using demographics, software, and hardware factors did not use a linear model, but rather had an average residual error of 1.03. This residual error is an estimate of how far the predicted cybersickness score is from the actual score.

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References

  • Arns LL, Cerne MM (2005) The relationship between age and incidence of cybersickness among immersive environment users. Proc IEEE Virtual Real 2005:267–268

    Google Scholar 

  • Bos JE, de Vries SC, van Emmerik ML, Groen EL (2010) The effect of internal and external fields of view on visually induced motion sickness. Appl Ergonom 41(4):516–521

    Article  Google Scholar 

  • Chen YC, Dong X, Hagstrom J, Stoffregen TA (2011) Control of a virtual ambulation influences body movement and motion sickness. In: BIO web of conferences the international conference SKILLS 1

  • Dizio P, Lackner JR (1997) Circumventing side effects of immersive virtual environments. In: International conference on human-computer interaction

  • Dong X, Stoffregen TA (2010) Postural activity and motion sickness among drivers and passengers in a console video game. Proc Hum Factors Ergonom Soc Annu Meet 54(18):1340–1344

    Article  Google Scholar 

  • Dong X, Yoshida K, Stoffregen TA (2011) Control of a virtual vehicle influences postural activity and motion sickness. J Exp Psychol Appl 17(2):128–138

    Article  Google Scholar 

  • Draper MH, Viirre ES, Furness TA, Gawron VJ (2001) Effects of image scale and system time delay on simulator sickness within head-coupled virtual environments. Hum Factors J Hum Factors Ergonom Soc 43(1):129–146

    Article  Google Scholar 

  • Golding JF (1998) Motion sickness susceptibility questionnaire revised and its relationship to other forms of sickness. Brain Res Bull 47(8):507–516

    Article  Google Scholar 

  • Keshavarz B, Stelzmann D, Paillard A, Hecht H (2016) Visually induced motion sickness can be alleviated by pleasant odors. Exp Brain Res 233:1353–1364

    Article  Google Scholar 

  • Kim YY, Kim HJ, Kim EN, Ko HD, Kim HT (2004) Characteristic changes in the physiological components of cybersickness. J Appl Signal Process 42:616–625

    Google Scholar 

  • Kinsella A (2014) The effect of 0.2 Hz and 1.0 Hz frequency and 100 Ms and 20–100 Ms amplitude of latency on simulatory sickness in a head mounted display. Thesis, Clemson University

  • Kolasinski EM (1995) Simulator sickness in virtual environments. Final Technical Repot, Army Research Inst for the Behavioral and Social Sciences

    Book  Google Scholar 

  • Kolasinski EM (1996) Prediction of simulator sickness in a virtual environment. University of Central Florida, Thesis

    Google Scholar 

  • LaViola JJJ (2000) A discussion of cybersickness in virtual environments. ACM SIGCHI Bull 32(1):47–56

    Article  Google Scholar 

  • Munafo J, Diedrick M, Stoffregen TA (2016) The virtual reality head-mounted display oculus rift induces motion sickness and is sexist in its effects. Exp Brain Res 235(3):889–901

    Article  Google Scholar 

  • Nesbitt KDS, Blackmore K, Nalivaiko E (2017) Correlating reaction time and nausea measures with traditional measures of cybersickness. Displays 48:1–8

    Article  Google Scholar 

  • Rebenitsch L (2015) Cybersickness prioritization and modeling. PhD Thesis

  • Rebenitsch L, Owen C (2016) Review on cybersickness in applications and visual displays. Virtual Real 20(2):101–125

    Article  Google Scholar 

  • Rebenitsch L, Owen C (2017) Evaluating factors affecting virtual reality display. VAMR HCII. 544–555

  • Rebenitsch L, Owen C (2014) Individual variation in susceptibility to cybersickness. ACM, User Interface Software and Technology Symposium

    Book  Google Scholar 

  • Renkewitz H, Alexander T (2007) Perceptual issues of augmented and virtual environments. FGAN-FKIE

  • So RHY (1999) The search for a cybersickness dose value. proceedings of hci international (the 8th international conference on human-computer interaction) on human-computer interaction: ergonomics and user interfaces-volume i—volume I

  • So RHY, Ho A, Lo WT (2001) A metric to quantify virtual scene movement for the study of cybersickness: definition, implementation, and verification. Presence 10(2):193–215

    Article  Google Scholar 

  • Stanney KM, Hale KS, Nahmens I, Kennedy RS (2003) What to expect from immersive virtual environment exposure: influences of gender, body mass index, and past experience. Hum Factors J Hum Factors Ergonom Soc 45(3):504–520

    Article  Google Scholar 

  • Stanney KM, Lanham DS, Kennedy RS, Breaux R (1999) Virtual environment exposure drop-out thresholds. In: Proceedings of the human factors and ergonomics society

  • Toet A, de Vries SC, van Emmerik ML, Bos JE (2008) cybersickness and desktop simulations: field of view effects and user experience. Proc SPIE Enhanc Synth Vis 6957:69570–69611

    Article  Google Scholar 

  • van Emmerik ML, de Vries SC, Bos JE (2011) Internal and external fields of view affect cybersickness. Displays 32(4):169–174

    Article  Google Scholar 

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Correspondence to Lisa Rebenitsch.

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Rebenitsch, L., Owen, C. Estimating cybersickness from virtual reality applications. Virtual Reality 25, 165–174 (2021). https://doi.org/10.1007/s10055-020-00446-6

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  • DOI: https://doi.org/10.1007/s10055-020-00446-6

Keywords

  • Virtual reality
  • Cybersickness
  • VIMS
  • Displays