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Physiological Correlates of Time Stress During Game Play

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HCI International 2021 - Posters (HCII 2021)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 1419))

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Abstract

The objective of this study is to develop and use a virtual reality game as a tool to assess the effects of realistic stress on the behavioral and physiological responses of participants. The game is based on a popular Steam game called Keep Talking Nobody Explodes, where the players collaborate to defuse a bomb. Varying levels of difficulties in solving a puzzle and time pressures will result in different stress levels that can be measured in terms of errors, response times, and other physiological measurements. The game was developed using 3D programming tools including Blender and a virtual reality development kit (VRTK). To measure response times accurately, we added LSL (Lab Stream Layer) Markers to collect and synchronize physiological signals, behavioral data, and the timing of game events. We recorded Electrocardiogram (ECG) data during gameplay to assess heart rate and heart-rate variability (HRV) that have been shown as reliable indicators of stress. Our empirical results showed that heart rate increased significantly while HRV reduced significantly when the participants under high stress, which are consistent with the prior mainstream stress research. This VR game framework is publicly available in GitHub and allows researchers to measure and synchronize other physiological signals such as electroencephalogram, electromyogram, and pupillometry.

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References

  1. Aubert, A., Seps, B., Beckers, F.: Heart rate variability in athletes. Sports Med. 33, 889–919 (2003). https://doi.org/10.2165/00007256-200333120-00003

    Article  Google Scholar 

  2. Bailenson, J.: Experience On Demand: What Virtual Reality Is, How It Works, and What It Can Do. W.W. Norton & Company, New York (2019)

    Google Scholar 

  3. Social Science Statistics (2002). https://www.socscistatistics.com/pvalues/tdistribution.aspxr

  4. Chandola, T., et al.: Work stress and coronary heart disease: what are the mechanisms? Eur. Heart J. 29(5), 640–648 (2008). https://doi.org/10.1093/eurheartj/ehm584

    Article  Google Scholar 

  5. Chiang, K.: Heartypatch (2020). https://github.com/q89123003/HeartyPatch

  6. Games, S.C.: Keep Talking and Nobody Explodes (2015).https://keeptalkinggame.com/

  7. Kim, H.G., Cheon, E.J., Bai, D.S., Lee, Y.H., Koo, B.H.: Stress and heart rate variability: a meta-analysis and review of the literature. Psychiatry Invest. 15(3), 235–245 (2018). https://doi.org/10.30773/pi.2017.08.17

    Article  Google Scholar 

  8. Lance, B.: Towards Serious Games for Improved BCI. http://liinc.bme.columbia.edu/publications/towards-serious-games-for-improved-bci/

  9. Lee, D.H., Jung, T.P.: A Virtual Reality Game as a Tool to Assess Physiological Correlations of Stress. arXiv e-prints arXiv:2009.14421 (2020)

  10. Lucini, D., Norbiato, G., Clerici, M., Pagani, M.: Hemodynamic and autonomic adjustments to real life stress conditions in humans. Hypertension 39, 184–188 (2002)

    Article  Google Scholar 

  11. Neupert, S., Almeida, D., Mroczek, D., Spiro, A.: Daily stressors and memory failures in a naturalistic setting: Findings from the va normative aging study. Psychol. Aging 21(2), 424–429 (2006). https://doi.org/10.1037/0882-7974.21.2.424

    Article  Google Scholar 

  12. Shaffer, F., Ginsberg, J.: An overview of heart rate variability metrics and norms. Frontiers in Public Health 5(258) (2017). https://doi.org/10.3389/fpubh.2017.00258

  13. How to Calculate Statistical Significance (Plus What It Is and Why It’s Important) (2020). https://www.indeed.com/career-advice/career-development/how-to-calculate-statistical-significance

  14. Stawski, R.S., Mogle, J., Sliwinski, M.J.: Intraindividual Coupling of Daily Stressors and Cognitive Interference in Old Age. J. Gerontol.: Ser. B 66B(1), i121–i129 (2011). https://doi.org/10.1093/geronb/gbr012

  15. Lab Streaming Layer (2018). https://github.com/sccn/labstreaminglayer

  16. Taelman, J., Vandeput, S., Gligorijevic, I., Spaepen, A., Van Huffel, S.: Timefrequency heart rate variability characteristics of young adults during physical, mental and combined stress in laboratory environment. In: Conference Proceedings IEEE Engineering in Medicine and Biology Society, pp. 1973–1976 (2011). https://doi.org/10.2165/00007256-200333120-00003

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Acknowledgment

This work was supported in part by grants from US NSF (CBET-1935860, NCS-1734883, IP-1719130, and SMA-1540943) and US Army Research Lab STRONG Program to TPJ. The authors want to thank Robin Xu for helping with the VR game code and Kuanjung Chiang for helping with the data analysis.

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Lee, D.H., Jung, TP. (2021). Physiological Correlates of Time Stress During Game Play. In: Stephanidis, C., Antona, M., Ntoa, S. (eds) HCI International 2021 - Posters. HCII 2021. Communications in Computer and Information Science, vol 1419. Springer, Cham. https://doi.org/10.1007/978-3-030-78635-9_17

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  • DOI: https://doi.org/10.1007/978-3-030-78635-9_17

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-78634-2

  • Online ISBN: 978-3-030-78635-9

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