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Measuring virtual experience in a three-dimensional virtual reality interactive simulator environment: a structural equation modeling approach

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Abstract

With the rapid development of the VR market, virtual experience has increasingly been the object of study in recent years. A growing number of studies have reported the positive effect that virtual experience can have on a user’s mood and loyalty. However, few studies have investigated the influence of the mechanism of virtual experience on users’ mood and loyalty. To compensate for this research gap, this study aims to evaluate consumers’ virtual experience by examining the flow state in a virtual environment. A total of 368 valid questionnaires were collected, and a structural equation modeling approach was employed in the data analysis. The study reveals that forming flow involves many factors: the intrinsic characteristics of the mediated environment, the consumer’s assumptions and perceptions prior to entering the flow state, the stage at which the customer enters the flow state, and the consequences of the flow experience.

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References

  • Alba J, Lynch J, Weitz B, Janiszewski C, Lutz R, Sawyer A, Wood S (1997) Interactive home shopping: consumer, retailer, and manufacturer incentives to participate in electronic marketplaces. J Mark 61(3):38–53

    Google Scholar 

  • Amant KS (2002) When cultures and computers collide rethinking computer-mediated communication according to international and intercultural communication expectations. J Bus Tech Commun 16(2):196–214

    Article  Google Scholar 

  • Anderson JC, Gerbing DW (1988) Structural equation modeling in practice: a review and recommended two-step approach. Psychol Bull 103(3):411

    Article  Google Scholar 

  • Animesh A, Pinsonneault A, Yang S-B, Oh W (2011) An odyssey into virtual worlds: exploring the impacts of technological and spatial environments on intention to purchase virtual products. MIS Q 35(3):789

    Google Scholar 

  • Bae S, Lee H, Park H, Cho H, Park J, Kim J (2012) The effects of egocentric and allocentric representations on presence and perceived realism: tested in stereoscopic 3D games. Interact Comput 24(4):251–264

    Article  Google Scholar 

  • Bagozzi RP, Phillips LW (1982) Representing and testing organizational theories: a holistic construal. Admin Sci Q 27(3):459–489

    Google Scholar 

  • Bagozzi RP, Yi Y (1988) On the evaluation of structural equation models. J Acad Mark Sci 16(1):74–94

    Article  Google Scholar 

  • Beatty SE, Elizabeth Ferrell M (1998) Impulse buying: modeling its precursors. J Retail 74(2):169–191

    Article  Google Scholar 

  • Benyon D (2012) Presence in blended spaces. Interact Comput 24(4):219–226

    Article  Google Scholar 

  • Biocca F (1992) Will simulation sickness slow down the diffusion of virtual environment technology? Presence Teleoper Virtual Environ 1(3):334–343

    Google Scholar 

  • Bone PF, Ellen PS (1992) The generation and consequences of communication-evoked imagery. J Consum Res 19(1):93–104

    Google Scholar 

  • Bouchard S, Dumoulin S, Talbot J, Ledoux A–A, Phillips J, Monthuy-Blanc J, Labonté-Chartrand G, Robillard G, Cantamesse M, Renaud P (2012) Manipulating subjective realism and its impact on presence: preliminary results on feasibility and neuroanatomical correlates. Interact Comput 24(4):227–236

    Article  Google Scholar 

  • Browne MW, Cudeck R (1993) Alternative ways of assessing model fit. Testing structural equation models. Sage Focus Editions, Beverly Hills

    Google Scholar 

  • Celsi RL, Olson JC (1988) The role of involvement in attention and comprehension processes. J Consum Res 15(2):210–224

    Google Scholar 

  • Chanel G, Kivikangas JM, Ravaja N (2012) Physiological compliance for social gaming analysis: cooperative versus competitive play. Interact Comput 24(4):306–316

    Article  Google Scholar 

  • Choi DH, Kim J, Kim SH (2007) ERP training with a web-based electronic learning system: the flow theory perspective. Int J Hum Comput Stud 65(3):223–243

    Article  Google Scholar 

  • Chou T-J, Ting C–C (2003) The role of flow experience in cyber-game addiction. CyberPsychol Behav 6:663–675

    Article  Google Scholar 

  • Coyle JR, Thorson ER (2001) The effects of progressive levels of interactivity and vividness in web marketing sites. J Advert 30(3):65–77

    Article  Google Scholar 

  • Csikszentmihalyi M (1975) Beyond boredom and anxiety. Josse-Bass, San Francisco

    Google Scholar 

  • Csikszentmihalyi M (1990) The psychology of optimal experience. Harpers and Row, New York

    Google Scholar 

  • Csikszentmihalyi M (1993) The evolving itself: a psychology for the third millennium. Harpers and Row, New York

    Google Scholar 

  • Csikszentmihalyi M, Csikszentmihalyi I (1988) Optimal experience: psychological studies of flow in consciousness. Cambridge University Press, Cambridge

    Book  Google Scholar 

  • Dix A, Finlay J, Abowd G, Beale R (1993) Human–computer interaction. Prentice Hall, New York

    MATH  Google Scholar 

  • Draper JV, Kaber DB, Usher JM (1998) Telepresence. Hum Factors 40(3):354

    Article  Google Scholar 

  • Durlach NI, Mavor AS (1995) Virtual reality: scientific and technological challenges. National Academies Press, New York

    Google Scholar 

  • Ellis GD, Voelkl JE, Morris C (1994) Measurement and analysis issues with explanation of variance in daily experience using the flow model. J Leis Res 26(4):337

    Google Scholar 

  • Faber RJ, Lee M (2007) Effects of product placement in on-line games on brand memory: a perspective of the limited-capacity model of attention. J Advert 36(4):75–90

    Article  Google Scholar 

  • Faiola A, Newlon C, Pfaff M, Smyslova O (2012) Correlating the effects of flow and telepresence in virtual worlds: enhancing our understanding of user behavior in game-based learning. Comput Hum Behav 29(3):1113–1121

    Google Scholar 

  • Fornell C, Larcker DF (1981) Evaluating structural equation models with unobservable variables and measurement error. J Mark Res 18(1):39–50

    Google Scholar 

  • Fortin DR, Dholakia RR (2005) Interactivity and vividness effects on social presence and involvement with a web-based advertisement. J Bus Res 58(3):387–396

    Article  Google Scholar 

  • Franzen G (1999) Brands & advertising: how advertising effectiveness influences brand equity. NTC Publications, UK

  • Friedl M (2002) Online game interactivity theory with cdrom. Charles River Media, Hingham

    Google Scholar 

  • Garver MS, Mentzer JT (1999) Logistics research methods: employing structural equation modeling to test for construct validity. J Bus Logist 20(1):33–58

    Google Scholar 

  • Gerbing DW, Anderson JC (1992) Monte Carlo evaluations of goodness of fit indices for structural equation models. Soc Methods Res 21(2):132–160

    Article  Google Scholar 

  • Gerrig RJ (1993) Experiencing narrative worlds. Yale University Press, New Haven

    Google Scholar 

  • Gervasi O, Ranon R (2010) Guest editors’ foreword to the second issue on virtual reality in scientific application. Virtual Real 14(2):153

    Article  Google Scholar 

  • Ghani JA, Deshpande SP (1994) Task characteristics and the experience of optimal flow in human–computer interaction. J Psychol 128(4):381–391

    Article  Google Scholar 

  • Ghun CR (1999) A study of the effect WWW interactive advertising. National Cheng-Chi University, Taiwan

    Google Scholar 

  • Guo YM, Poole MS (2009) Antecedents of flow in online shopping: a test of alternative models. Inf Syst J 19(4):369–390

    Article  Google Scholar 

  • Guo Z, Xiao L, Chanyoung S, Lai Y (2012) Flow experience and continuance intention toward online learning: an integrated framework

  • Haans A, IJsselsteijn WA (2012) Embodiment and telepresence: toward a comprehensive theoretical framework. Interact Comput 24(4):211–218

    Article  Google Scholar 

  • Hair JF, Black WC, Babin BJ (2010) Multivariate data analysis: a global perspective, 7th edn. Pearson Education, New Jersey

    Google Scholar 

  • Held R, Durlach N (1992) Telepresence. Presence Teleoper Virtual Environ 1:102–112

    Google Scholar 

  • Hoffman DL, Novak TP (1996) Marketing in hypermedia computer-mediated environments: conceptual foundations. J Mark 60(3):50

    Article  Google Scholar 

  • Hoffman DL, Novak TP (2009) Flow online: lessons learned and future prospects. J Interact Mark 23(1):23–34

    Article  Google Scholar 

  • Hsu C-L, Lu H-P (2004) Why do people play on-line games? An extended TAM with social influences and flow experience. Inf Manag 41(7):853–868

    Article  Google Scholar 

  • Huang M-H (2003) Designing website attributes to induce experiential encounters. Comput Hum Behav 19(4):425–442

    Article  Google Scholar 

  • Huang M-H (2006) Flow, enduring, and situational involvement in the Web environment: a tripartite second-order examination. Psychol Mark 23(5):383–411

    Article  Google Scholar 

  • Huang LT, Chiu CA, Sung K, Farn CK (2011) A comparative study on the flow experience in web-based and text-based interaction environments. Cyberpsychol Behav Soc Netw 14(1–2):3–11

    Article  Google Scholar 

  • Jung Y (2011) Understanding the role of sense of presence and perceived autonomy in users’ continued use of social virtual worlds. J Comput Med Commun 16(4):492–510

    Google Scholar 

  • Karapanos E, Barreto M, Nisi V, Niforatos E (2012) Does locality make a difference? Assessing the effectiveness of location-aware narratives. Interact Comput 24(4):273–279

    Article  Google Scholar 

  • Kettanurak VN, Ramamurthy K, Haseman WD (2001) User attitude as a mediator of learning performance improvement in an interactive multimedia environment: an empirical investigation of the degree of interactivity and learning styles. Int J Hum Comput Stud 54(4):541–583

    Article  Google Scholar 

  • Kim T, Biocca F (1997) Telepresence via television: two dimensions of telepresence may have different connections to memory and persuasion. J Comput Med Commun 3(2). http://www.ascusc.org/jcmc/vol3/issue2/kim.html

  • Klein LR (2003) Creating virtual product experiences: the role of telepresence. J Interact Mark 17(1):41–55

    Article  Google Scholar 

  • Korzaan ML (2003) Going with the flow: predicting online purchase intentions. J Comput Inf Syst 43(4):25–31

    Google Scholar 

  • Koufaris M (2002) Applying the technology acceptance model and flow theory to online consumer behavior. Inf Syst Res 13:205–223

    Article  Google Scholar 

  • Laurent G, Kapferer JN (1985) Measuring consumer involvement profiles. J Mark Res 22(1):41–53

    Google Scholar 

  • Lee K-Y (2012) Consumer processing of virtual experience in e-commerce: a test of an integrated framework. Comput Hum Behav 28(6):2134–2142

    Google Scholar 

  • Lee K-Y, Li H, Edwards SM (2012) The effect of 3-D product visualisation on the strength of brand attitude. Int J Advertis 31(2):377–396

    Article  Google Scholar 

  • Li H, Daugherty T, Biocca F (2001) Characteristics of virtual experience in electronic commerce: a protocol analysis. J Interact Mark 15(3):13–30

    Article  Google Scholar 

  • Lutz RJ (1980) The role of attitude theory in marketing. Center for Marketing Studies, University of California, Los Angeles

    Google Scholar 

  • Macredie R, Taylor SJE, Yu X, Keeble R (1996) Virtual reality and simulation: an overview. In: Proceedings of the 28th conference on winter simulation, 1996. IEEE Computer Society, pp 669–674

  • Marsh HW, Hocevar D (1985) Application of confirmatory factor analysis to the study of self-concept: first-and higher order factor models and their invariance across groups. Psychol Bull 97(3):562

    Article  Google Scholar 

  • Marsh HW, Balla JR, McDonald RP (1988) Goodness-of-fit indexes in confirmatory factor analysis: the effect of sample size. Psychol Bull 103(3):391

    Article  Google Scholar 

  • Marsh HW, Balla JR, Hau K (1996) An evaluation of incremental fit indices: a clarification of mathematical and empirical properties. In: Marcoulides GA, Schumacker RE (eds) Advanced structural equation modeling: issue and techniques. Lawrence Erlbaum, NJ, pp 315–353

  • McConville KMV, Virk S (2012) Evaluation of an electronic video game for improvement of balance. Virtual Real 16(4):315–323

    Google Scholar 

  • McMillan SJ, Jang-Sun H (2002) Measures of perceived interactivity: an exploration of the role of direction of communication, user control, and time in shaping perceptions of interactivity. J Advert 31(3):29–42

    Article  Google Scholar 

  • Minsky M (1980) Telepresence. Omni Mag 2:45–51

  • Mollen A, Wilson H (2010) Engagement, telepresence and interactivity in online consumer experience: reconciling scholastic and managerial perspectives. J Bus Res 63(9–10):919–925

    Article  Google Scholar 

  • Nah FFH, Eschenbrenner B, DeWester D (2011) Enhancing brand equity through flow and telepresence: a comparison of 2D and 3D virtual worlds. MIS Q Manag Inf Syst 35(3):731

    Google Scholar 

  • Nelson M, Yaros R, Keum H (2006) Examining the influence of telepresence on spectator and player processing of real and fictitious brands in a computer game. J Advert 35(4):87–99

    Article  Google Scholar 

  • Nijs L, Coussement P, Moens B, Amelinck D, Lesaffre M, Leman M (2012) Interacting with the music paint machine: relating the constructs of flow experience and presence. Interact Comput 24(4):237–250

    Article  Google Scholar 

  • Novak TP, Hoffman DL, Yiu-Fai Y (2000) Measuring the customer experience in online environments: a structural modeling approach. Market Sci 19(1):22–42

    Article  Google Scholar 

  • Nowak K (2001) Defining and differentiating copresence, social presence and presence as transportation. In: Presence 2001 conference, Philadelphia, PA, 2001. Citeseer

  • Nowak KL, Biocca F (2003) The effect of the agency and anthropomorphism on users’ sense of telepresence, copresence, and social presence in virtual environments. Presence Teleoper Virtual Environ 12(5):481–494

    Google Scholar 

  • Nunnally JC, Bernstein IH (1994) Psychometric theory. McGraw, New York

    Google Scholar 

  • O’Cass A, Carlson J (2010) Examining the effects of website-induced flow in professional sporting team websites. Internet Res 20(2):115–134

    Article  Google Scholar 

  • Park S (1996) Relationships between involvement and attitudinal loyalty constructs in adult fitness programmes. J Leis Res 28(4):233–250

    Google Scholar 

  • Perugini M, Bagozzi RP (2001) The role of desires and anticipated emotions in goal-directed behaviours: broadening and deepening the theory of planned behaviour. Br J Soc Psychol 40(1):79–98

    Article  Google Scholar 

  • Plante TG, Aldridge A, Bogden R, Hanelin C (2003) Might virtual reality promote the mood benefits of exercise? Comput Hum Behav 19(4):495–509

    Article  Google Scholar 

  • Reid D (2002) Virtual reality and the person-environment experience. CyberPsychol Behav 5(6):559–564

    Article  Google Scholar 

  • Rheingold HR (1991) Virtual reality. Summit Books, New York

    Google Scholar 

  • Riva G (1998) From toys to brain: virtual reality applications in neuroscience. Virtual Real 3(4):259–266

    Article  MathSciNet  Google Scholar 

  • Riva G, Mantovani F (2012) From the body to the tools and back: a general framework for presence in mediated interactions. Interact Comput 24(4):203–210

    Article  Google Scholar 

  • Rothschild ML (1987) Marketing communication. D.C. Health and Company, Lexington, MA

    Google Scholar 

  • Sánchez-Franco MJ (2006) Exploring the influence of gender on the web usage via partial least squares. Behav Inf Technol 25(1):19–36

    Article  Google Scholar 

  • Schubert T, Freidman F, Regenbrech H (1996) Visual Representations and Interpretations. Embodied Presence in Virtual Environments, Springer-Verlag, London

    Google Scholar 

  • Schubert T, Freidman F, Regenbrech H (2001) The experience of presence: factor analytic insights. Presence Teleoper and Virtual Environ 10(3):266–281

    Google Scholar 

  • Schuemie MJ, Van Der Straaten P, Krijn M, Van Der Mast CA (2001) Research on presence in virtual reality: a survey. CyberPsychol Behav 4(2):183–201

    Article  Google Scholar 

  • Segars AH, Grover V (1993) Re-examining perceived ease of use and usefulness. MIS Q 17(4):517–525

    Article  Google Scholar 

  • Shahid S, Krahmer E, Swerts M (2012) Video-mediated and co-present gameplay: effects of mutual gaze on game experience, expressiveness and perceived social presence. Interact Comput 24(4):292–305

    Article  Google Scholar 

  • Sheridan TB (1992) Musing on telepresence and virtual presence. Presence Teleoper Virtual Environ 1:120–126

    Google Scholar 

  • Shih C-F (1998) Conceptualizing consumer experience in cyberspace. Eur J Mark 32:655–663

    Article  Google Scholar 

  • Siriaraya P, Siang Ang C (2012) Age differences in the perception of social presence in the use of 3D virtual world for social interaction. Interact Comput 24(4):280–291

    Article  Google Scholar 

  • Sjölie D (2012) Presence and general principles of brain function. Interact Comput 24(4):193–202

    Article  Google Scholar 

  • Skadberg YX, Kimmel JR (2004) Visitors’ flow experience while browsing a Web site: its measurement, contributing factors and consequences. Comput Hum Behav 20(3):403–422

    Article  Google Scholar 

  • Stanney KM, Mourant RR, Kennedy RS (1998) Human factors issues in virtual environments: a review of the literature. Presence 7(4):327–351

    Article  Google Scholar 

  • Stavropoulos V, Alexandraki K, Motti-Stefanidi F (2013) Flow and telepresence contributing to internet abuse: differences according to gender and age. Comput Hum Behav 29(5):1941–1948

    Article  Google Scholar 

  • Steuer J (1992) Defining virtual reality: dimensions determining telepresence. J Commun 42(4):73–93

    Article  Google Scholar 

  • Sukoco BM, Wu W-Y (2011) The effects of advergames on consumer telepresence and attitudes: a comparison of products with search and experience attributes. Expert Syst Appl 38(6):7396–7406

    Article  Google Scholar 

  • Suntornpithug N, Khamalah J (2010) Machine and person interactivity: the driving forces behind influences on consumers’ willingness to purchase online. J Electron Commer Res 11(4):299–325

    Google Scholar 

  • Trevino LK, Webster J (1992) Flow in computer-mediated communication: electronic mail and voice mail evaluation and impacts. Commun Res 19(5):539

    Article  Google Scholar 

  • Villani D, Repetto C, Cipresso P, Riva G (2012) May I experience more presence in doing the same thing in virtual reality than in reality? An answer from a simulated job interview. Interact Comput 24(4):265–272

    Article  Google Scholar 

  • Von Der PüTten AM, Klatt J, Ten Broeke S, McCall R, Krämer NC, Wetzel R, Blum L, Oppermann L, Klatt J (2012) Subjective and behavioral presence measurement and interactivity in the collaborative augmented reality game TimeWarp. Interact Comput 24(4):317–325

    Article  Google Scholar 

  • Webster J, Trevino LK, Ryan L (1993) The dimensionality and correlates of flow in human–computer interactions. Comput Hum Behav 9(4):411–426

    Article  Google Scholar 

  • Welch RB (1999) How can we determine if the sense of presence affects task performance? Presence Teleoper Virtual Environ 8(5):574–577

    Google Scholar 

  • Welch R, Blackmon TT, Liu A, Mellers BA, Stark LW (1996) The effects of pictorial realism, delay of visual feedback, and observer interactivity on the subject sense of presence. Presence Teleoper Virtual Environ 5(3):263–273

    Google Scholar 

  • Witmer BG, Singer MJ (1998) Measuring presence in virtual environments: a presence questionnaire. Presence Teleoper Virtual Environ 7:225–240

    Article  Google Scholar 

  • Zaman M, Anandarajan M, Dai Q (2010) Experiencing flow with instant messaging and its facilitating role on creative behaviors. Comput Hum Behav 26(5):1009–1018

    Article  Google Scholar 

  • Zeff RL, Aronson B (1999) Advertising on the internet. Wiley, New York

    Google Scholar 

  • Zeithaml VA, Berry LL, Parasuraman A (1996) The behavioral consequences of service quality. J Mark 60(2):31–46

    Google Scholar 

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Acknowledgments

We would like to acknowledge the contribution to this study of President Michael, Lai and General Manager Johnson, Chiang of Injoy Motion Corp., http://www.injoymotion.com.

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Correspondence to Li-Keng Cheng.

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Table 6 Questionnaire Items

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Cheng, LK., Chieng, MH. & Chieng, WH. Measuring virtual experience in a three-dimensional virtual reality interactive simulator environment: a structural equation modeling approach. Virtual Reality 18, 173–188 (2014). https://doi.org/10.1007/s10055-014-0244-2

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