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The challenges of entering the metaverse: An experiment on the effect of extended reality on workload

Author

Listed:
  • Nannan Xi

    (Tampere University
    University of Vaasa)

  • Juan Chen

    (Tampere University
    Anhui University of Finance and Economics)

  • Filipe Gama

    (Tampere University)

  • Marc Riar

    (Technical University of Berlin)

  • Juho Hamari

    (Tampere University)

Abstract

Information technologies exist to enable us to either do things we have not done before or do familiar things more efficiently. Metaverse (i.e. extended reality: XR) enables novel forms of engrossing telepresence, but it also may make mundate tasks more effortless. Such technologies increasingly facilitate our work, education, healthcare, consumption and entertainment; however, at the same time, metaverse bring a host of challenges. Therefore, we pose the question whether XR technologies, specifically Augmented Reality (AR) and Virtual Reality (VR), either increase or decrease the difficulties of carrying out everyday tasks. In the current study we conducted a 2 (AR: with vs. without) × 2 (VR: with vs. without) between-subject experiment where participants faced a shopping-related task (including navigating, movement, hand-interaction, information processing, information searching, storing, decision making, and simple calculation) to examine a proposed series of hypotheses. The NASA Task Load Index (NASA-TLX) was used to measure subjective workload when using an XR-mediated information system including six sub-dimensions of frustration, performance, effort, physical, mental, and temporal demand. The findings indicate that AR was significantly associated with overall workload, especially mental demand and effort, while VR had no significant effect on any workload sub-dimensions. There was a significant interaction effect between AR and VR on physical demand, effort, and overall workload. The results imply that the resources and cost of operating XR-mediated realities are different and higher than physical reality.

Suggested Citation

  • Nannan Xi & Juan Chen & Filipe Gama & Marc Riar & Juho Hamari, 2023. "The challenges of entering the metaverse: An experiment on the effect of extended reality on workload," Information Systems Frontiers, Springer, vol. 25(2), pages 659-680, April.
    • Handle: RePEc:spr:infosf:v:25:y:2023:i:2:d:10.1007_s10796-022-10244-x
    DOI: 10.1007/s10796-022-10244-x
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    References listed on IDEAS

    as
    1. Heller, Jonas & Chylinski, Mathew & de Ruyter, Ko & Mahr, Dominik & Keeling, Debbie I., 2019. "Let Me Imagine That for You: Transforming the Retail Frontline Through Augmenting Customer Mental Imagery Ability," Journal of Retailing, Elsevier, vol. 95(2), pages 94-114.
    2. Julian Weidinger & Sebastian Schlauderer & Sven Overhage, 2018. "Is the Frontier Shifting into the Right Direction? A Qualitative Analysis of Acceptance Factors for Novel Firefighter Information Technologies," Information Systems Frontiers, Springer, vol. 20(4), pages 669-692, August.
    3. Kieran Mathieson, 1991. "Predicting User Intentions: Comparing the Technology Acceptance Model with the Theory of Planned Behavior," Information Systems Research, INFORMS, vol. 2(3), pages 173-191, September.
    4. Jella Pfeiffer & Thies Pfeiffer & Martin Meißner & Elisa Weiß, 2020. "Eye-Tracking-Based Classification of Information Search Behavior Using Machine Learning: Evidence from Experiments in Physical Shops and Virtual Reality Shopping Environments," Information Systems Research, INFORMS, vol. 31(3), pages 675-691, September.
    5. Luca Longo, 2018. "Experienced mental workload, perception of usability, their interaction and impact on task performance," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-36, August.
    6. Andrei O. J. Kwok & Sharon G. M. Koh, 2021. "COVID-19 and Extended Reality (XR)," Current Issues in Tourism, Taylor & Francis Journals, vol. 24(14), pages 1935-1940, July.
    7. Rauschnabel, Philipp A., 2021. "Augmented reality is eating the real-world! The substitution of physical products by holograms," International Journal of Information Management, Elsevier, vol. 57(C).
    8. Flavián, Carlos & Ibáñez-Sánchez, Sergio & Orús, Carlos, 2019. "The impact of virtual, augmented and mixed reality technologies on the customer experience," Journal of Business Research, Elsevier, vol. 100(C), pages 547-560.
    9. Xi, Nannan & Hamari, Juho, 2021. "Shopping in virtual reality: A literature review and future agenda," Journal of Business Research, Elsevier, vol. 134(C), pages 37-58.
    10. Poushneh, Atieh & Vasquez-Parraga, Arturo Z., 2017. "Discernible impact of augmented reality on retail customer's experience, satisfaction and willingness to buy," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 229-234.
    11. Kai Klinker & Manuel Wiesche & Helmut Krcmar, 2020. "Digital Transformation in Health Care: Augmented Reality for Hands-Free Service Innovation," Information Systems Frontiers, Springer, vol. 22(6), pages 1419-1431, December.
    12. Fan, Xiaojun & Chai, Zeli & Deng, Nianqi & Dong, Xuebing, 2020. "Adoption of augmented reality in online retailing and consumers’ product attitude: A cognitive perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    13. Manis, Kerry T. & Choi, Danny, 2019. "The virtual reality hardware acceptance model (VR-HAM): Extending and individuating the technology acceptance model (TAM) for virtual reality hardware," Journal of Business Research, Elsevier, vol. 100(C), pages 503-513.
    14. Yan (Mandy) Dang & Yulei (Gavin) Zhang & Susan A. Brown & Hsinchun Chen, 2020. "Examining the impacts of mental workload and task-technology fit on user acceptance of the social media search system," Information Systems Frontiers, Springer, vol. 22(3), pages 697-718, June.
    15. Francesca Bonetti & Gary Warnaby & Lee Quinn, 2018. "Augmented Reality and Virtual Reality in Physical and Online Retailing: A Review, Synthesis and Research Agenda," Progress in IS, in: Timothy Jung & M. Claudia tom Dieck (ed.), Augmented Reality and Virtual Reality, pages 119-132, Springer.
    16. Rese, Alexandra & Schreiber, Stefanie & Baier, Daniel, 2014. "Technology acceptance modeling of augmented reality at the point of sale: Can surveys be replaced by an analysis of online reviews?," Journal of Retailing and Consumer Services, Elsevier, vol. 21(5), pages 869-876.
    17. Meißner, Martin & Pfeiffer, Jella & Pfeiffer, Thies & Oppewal, Harmen, 2019. "Combining virtual reality and mobile eye tracking to provide a naturalistic experimental environment for shopper research," Journal of Business Research, Elsevier, vol. 100(C), pages 445-458.
    18. Kim, Jiyeon & Forsythe, Sandra, 2008. "Adoption of Virtual Try-on technology for online apparel shopping," Journal of Interactive Marketing, Elsevier, vol. 22(2), pages 45-59.
    19. Kim, Myung Ja & Hall, C. Michael, 2019. "A hedonic motivation model in virtual reality tourism: Comparing visitors and non-visitors," International Journal of Information Management, Elsevier, vol. 46(C), pages 236-249.
    20. Guo, Yuanyuan & Lu, Zhenzhen & Kuang, Haibo & Wang, Chaoyou, 2020. "Information avoidance behavior on social network sites: Information irrelevance, overload, and the moderating role of time pressure," International Journal of Information Management, Elsevier, vol. 52(C).
    21. Peter M. Bednar & Christine Welch, 2020. "Socio-Technical Perspectives on Smart Working: Creating Meaningful and Sustainable Systems," Information Systems Frontiers, Springer, vol. 22(2), pages 281-298, April.
    22. Rese, Alexandra & Baier, Daniel & Geyer-Schulz, Andreas & Schreiber, Stefanie, 2017. "How augmented reality apps are accepted by consumers: A comparative analysis using scales and opinions," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 306-319.
    23. Park, Minjung & Yoo, Jungmin, 2020. "Effects of perceived interactivity of augmented reality on consumer responses: A mental imagery perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    24. Yim, Mark Yi-Cheon & Chu, Shu-Chuan & Sauer, Paul L., 2017. "Is Augmented Reality Technology an Effective Tool for E-commerce? An Interactivity and Vividness Perspective," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 89-103.
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