The psychology of immersion and development of a quantitative measure of immersive response in games

This study sets out to investigate the psychology of immersion and the immersive response of individuals in relation to video and computer games. Initially, an exhaustive review of literature is presented, including research into games, player demographics, personality and identity. Play in traditional psychology is also reviewed, as well as previous research into immersion and attempts to define and measure this construct. An online qualitative study was carried out (N=38), and data was analysed using content analysis. A definition of immersion emerged, as well as a classification of two separate types of immersion, namely, vicarious immersion and visceral immersion. A survey study (N=217) verified the discrete nature of these categories and rejected the null hypothesis that there was no difference between individuals' interpretations of vicarious and visceral immersion. The primary aim of this research was to create a quantitative instrument which measures the immersive response as experienced by the player in a single game session. The IMX Questionnaire was developed using data from the initial qualitative study and quantitative survey. Exploratory Factor Analysis was carried out on data from 300 participants for the IMX Version 1, and Confirmatory Factor Analysis was conducted on data from 380 participants on the IMX Version 2. IMX Version 3 was developed from the results of these analyses. This questionnaire was found to have high internal consistency reliability and validity.

[1]  Katie Salen,et al.  Rules of play: game design fundamentals , 2003 .

[2]  E. Vandewater,et al.  Relation of adolescent video game play to time spent in other activities. , 2007, Archives of pediatrics & adolescent medicine.

[3]  Anders Tychsen,et al.  Cross-format analysis of the gaming experience in multi-player role-playing games , 2007, DiGRA Conference.

[4]  Paul A. Cairns,et al.  Time perception, immersion and music in videogames , 2010, BCS HCI.

[5]  Andrew K Przybylski,et al.  The Motivating Role of Violence in Video Games , 2009, Personality & social psychology bulletin.

[6]  Adam Joinson,et al.  Social desirability, anonymity, and internet-based questionnaires , 1999, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[7]  Elazar J. Pedhazur,et al.  Measurement, Design, and Analysis: An Integrated Approach , 1994 .

[8]  G. Mead.  Mind, Self, and Society: From the Standpoint of a Social Behaviorist (Works of George Herbert Mead, Vol. 1) , 1934 .

[9]  D. Lester,et al.  Personalities of Players of Dungeons and Dragons , 1998, Psychological reports.

[10]  Paul A. Cairns,et al.  Measuring and defining the experience of immersion in games , 2008, Int. J. Hum. Comput. Stud..

[11]  G. Patrick.  The Psychology Of Relaxation , 1916 .

[12]  B. Joseph Pine,et al.  The experience economy : work is theatre & every business a stage , 1999 .

[13]  D. Grundy.  The Presence of Stigma Among Users of the MMORPG RMT , 2008, Games Cult..

[14]  Gareth Schott,et al.  Computer Games: Text, Narrative and Play , 2006 .

[15]  Mira Lee,et al.  Lifestyles of Online Gamers , 2003 .

[16]  D. Myers.  Social psychology, 4th ed. , 1993 .

[17]  Ryohei Nakatsu,et al.  Hardcore Gamers and Casual Gamers Playing Online Together , 2006, ICEC.

[18]  M. Montola.  The Invisible Rules of Role-Playing The Social Framework of Role-Playing Process , 2008, International Journal of Role-Playing.

[19]  D. Child,et al.  The essentials of factor analysis, 2nd ed. , 1990 .

[20]  Boaventura DaCosta,et al.  The world's most intense online gaming culture: Addiction and high-engagement prevalence rates among South Korean adolescents and young adults , 2012, Comput. Hum. Behav..

[21]  Thor Alexander.  Massively Multiplayer Game Development , 2004 .

[22]  R. Sitgreaves.  Psychometric theory (2nd ed.). , 1979 .

[23]  Digital dilemmas: a survey of the internet society , 2003, IEEE Engineering Management Review.

[24]  Steve Pettifer,et al.  Absorption, dissociation, locus of control and presence in virtual reality , 2007, Comput. Hum. Behav..

[25]  J. Bruner,et al.  Play: Its Role in Development and Evolution , 1976 .

[26]  Gary T. Rosenthal,et al.  Role-Play Gamers and National Guardsmen Compared , 1998, Psychological Reports.

[27]  Owen Conlan,et al.  Immersive Digital Games: The Interfaces for Next-Generation E-Learning? , 2007, HCI.

[28]  Paul Cairns,et al.  Engagement with an Interactive Museum Exhibit , 2005, BCS HCI.

[29]  B. Price.  A First Course in Factor Analysis , 1993 .

[30]  M. Csíkszentmihályi.  Beyond boredom and anxiety , 1975 .

[31]  J. Tobacyk,et al.  Belief in Paranormal Phenomena: Assessment Instrument Development and Implications for Personality Functioning , 1983 .

[32]  Janet B W Williams,et al.  Diagnostic and Statistical Manual of Mental Disorders , 2013 .

[33]  K. Murphy,et al.  Psychological Testing: Principles and Applications , 1988 .

[34]  I. Verenikina,et al.  Child's play: computer games, theories of play and children's development , 2003 .

[35]  R. MacCallum,et al.  Power Analysis in Covariance Structure Modeling Using GFI and AGFI. , 1997, Multivariate behavioral research.

[36]  Douglas Brown,et al.  Film Theory: An Introduction , 2013 .

[37]  Frans Mäyrä,et al.  The Contextual Game Experience: On the Socio-Cultural Contexts for Meaning in Digital Play , 2007, DiGRA Conference.

[38]  Kathy Sanford,et al.  Understanding the Power of New Literacies through Video Game Play and Design. , 2007 .

[39]  W. Velicer,et al.  Relation of sample size to the stability of component patterns. , 1988, Psychological bulletin.

[40]  Raj Mehta,et al.  Comparing Response Rates and Response Content in Mail versus Electronic Mail Surveys , 1995 .

[41]  J. Horn.  A rationale and test for the number of factors in factor analysis , 1965, Psychometrika.

[42]  P. Costa,et al.  Revised NEO Personality Inventory (NEO-PI-R) and NEO-Five-Factor Inventory (NEO-FFI) , 1992 .

[43]  S. Turkle.  Life on the Screen: Identity in the Age of the Internet , 1997 .

[44]  J. Newman.  The myth of the ergodic videogame , 2002 .

[45]  J. L. Carroll,et al.  Relationship between Game Playing and Personality , 1989 .

[46]  R. Cattell.  The Scree Test For The Number Of Factors. , 1966, Multivariate behavioral research.

[47]  Mark Grimshaw,et al.  Sound And Immersion In The First-Person Shooter , 2007, Int. J. Intell. Games Simul..

[48]  Jon Boorstin,et al.  The Hollywood Eye: What Makes Movies Work , 1990 .

[49]  Anders Tychsen,et al.  Motivations for play in computer role-playing games , 2008, Future Play.

[50]  D. Chant,et al.  Fantasy Proneness, Paranormal Beliefs and Personality Features in Out-Of-Body Experiences , 2004 .

[51]  J. Klayman.  Varieties of Confirmation Bias , 1995 .

[52]  Ross MacDonald,et al.  Play between Worlds: Exploring Online Game Culture , 2007 .

[53]  Elena Bodrova,et al.  Tools of the Mind: The Vygotskian Approach to Early Childhood Education , 1995 .

[54]  H. Marsh.  Δ2 and χ2 I2 fit indices for structural equation models: A brief note of clarification , 1995 .

[55]  J. H. Steiger.  Structural Model Evaluation and Modification: An Interval Estimation Approach. , 1990, Multivariate behavioral research.

[56]  W. B. Arndt.  Theories of personality , 1974 .

[57]  Mel Slater,et al.  Measuring Presence: A Response to the Witmer and Singer Presence Questionnaire , 1999, Presence.

[58]  Paul E. Spector.  Summated Rating Scale Construction: An Introduction , 1992 .

[59]  A. Simón.  Emotional Stability Pertaining to the Game Vampire: The Masquerade , 1998, Psychological reports.

[60]  Jennifer Preece,et al.  Electronic Survey Methodology: A Case Study in Reaching Hard-to-Involve Internet Users , 2003, Int. J. Hum. Comput. Interact..

[61]  Chester A. Schriesheim,et al.  Controlling Acquiescence Response Bias by Item Reversals: The Effect on Questionnaire Validity , 1981 .

[62]  Evangeline M. Morphos,et al.  A Dream of Passion: The Development of the Method , 1987 .

[63]  Michael J. Singer,et al.  Measuring Presence in Virtual Environments: A Presence Questionnaire , 1998, Presence.

[64]  Scott E. Caplan,et al.  Who plays, how much, and why? Debunking the stereotypical gamer profile , 2008, J. Comput. Mediat. Commun..

[65]  Elena Karahanna,et al.  Time Flies When You're Having Fun: Cognitive Absorption and Beliefs About Information Technology Usage , 2000, MIS Q..

[66]  A. McMahan.  Immersion, Engagement, and Presence: A Method for Analyzing 3-D Video Games , 2013 .

[67]  Frank Biocca,et al.  Immersive virtual reality technology , 1995 .

[68]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[69]  Michael R. Mullen,et al.  Structural equation modelling: guidelines for determining model fit , 2008 .

[70]  Andrew Hargadon,et al.  The pleasures of immersion and engagement: schemas, scripts and the fifth business , 2001, Digit. Creativity.

[71]  Kevin R. Murphy,et al.  Psychological testing: Principles and applications, 2nd ed. , 1991 .

[72]  Matthew Lombard,et al.  MEASURING PRESENCE: A LITERATURE-BASED APPROACH TO THE DEVELOPMENT OF A STANDARDIZED PAPER-AND-PENCIL INSTRUMENT , 2000 .

[73]  G. Civitarese,et al.  Immersion versus interactivity and analytic field , 2008, The International journal of psycho-analysis.

[74]  Heshan Sun,et al.  Affective Quality and Cognitive Absorption: Extending Technology Acceptance Research , 2006, Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06).

[75]  Joel R. Evans,et al.  The value of online surveys , 2005, Internet Res..

[76]  R. Weber.  Basic Content Analysis , 1986 .

[77]  Sue Dockett,et al.  Play and pedagogy in early childhood: Bending the rules , 1999 .

[78]  Aki Järvinen,et al.  Halo and the Anatomy of the FPS , 2002, Game Stud..

[79]  M. Heim.  Virtual Realism , 1998 .

[80]  J. Hair.  Multivariate data analysis : a global perspective , 2010 .

[81]  V. Rideout,et al.  Generation M2: Media in the Lives of 8- to 18-Year-Olds , 2010 .

[82]  J. C. Herz,et al.  Joystick Nation: How Videogames Ate Our Quarters, Won Our Hearts, and Rewired Our Minds , 1997 .

[83]  Paul A. Cairns,et al.  From immersion to addiction in videogames , 2008, BCS HCI.

[84]  D. Anderegg.  Nerds: Who They Are and Why We Need More of Them , 2007 .

[85]  M. Oliver,et al.  Second Life, Immersion and Learning , 2009 .

[86]  T. Grodal.  Stories for Eye, Ear, and Muscles: Video Games, Media, and Embodied Experiences , 2013 .

[87]  John P. Charlton,et al.  Distinguishing addiction and high engagement in the context of online game playing , 2007, Comput. Hum. Behav..

[88]  James B. Schreiber,et al.  Reporting Structural Equation Modeling and Confirmatory Factor Analysis Results: A Review , 2006 .

[89]  H. Kraemer,et al.  Summated Rating Scale Construction An Introduction , 2009 .

[90]  Katerina Mania,et al.  The Effects of Levels of Immersion on Memory and Presence in Virtual Environments: A Reality Centered Approach , 2001, Cyberpsychology Behav. Soc. Netw..

[91]  T. ´. N..  The Psychology of Relaxation , 1916, Nature.

[92]  Mel Slater,et al.  A Framework for Immersive Virtual Environments (FIVE): Speculations on the Role of Presence in Virtual Environments , 1997, Presence: Teleoperators & Virtual Environments.

[93]  James Stewart,et al.  Nerdy, Trendy or Healthy? Configuring the Internet Café , 2003, New Media Soc..

[94]  Clint A. Bowers,et al.  Measuring the flow experience of gamers: An evaluation of the DFS-2 , 2012, Comput. Hum. Behav..

[95]  Jayne Gackenbach,et al.  Video game play and lucid dreams: Implications for the development of consciousness. , 2006 .

[96]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[97]  Anders Tychsen,et al.  The Many Faces of Role-Playing Games , 2008, International Journal of Role-Playing.

[98]  Steven J. Horowitz.  Competing Lockean Claims to Virtual Property , 2012 .

[99]  Anna L. Cox,et al.  Quantifying the experience of immersion in games. , 2006 .

[100]  Andrew Hargadon,et al.  The pleasure principle: immersion, engagement, flow , 2000, HYPERTEXT '00.

[101]  Jan Herrington,et al.  The affordances of computer play in young children: A preliminary study , 2008 .

[102]  Eric D. Ragan,et al.  Higher Levels of Immersion Improve Procedure Memorization Performance , 2009, EGVE/ICAT/EuroVR.

[103]  B. Tabachnick,et al.  Using multivariate statistics, 5th ed. , 2007 .

[104]  P. Renshaw,et al.  Bupropion sustained release treatment decreases craving for video games and cue-induced brain activity in patients with internet video game addiction , 2011 .

[105]  Suzanne K. Damarin,et al.  The second self: Computers and the human spirit , 1985 .

[106]  John Laverack Taylor,et al.  Simulation in the classroom : an introduction to role-play, games and simulation in education , 1972 .

[107]  Lisa A. DeRenard,et al.  Alienation and the Game Dungeons and Dragons , 1990, Psychological reports.

[108]  J. Forest,et al.  Relationship of Role-Playing Games to Self-Reported Criminal Behaviour , 1991 .

[109]  P. Kline.  The handbook of psychological testing, 2nd ed. , 1993 .

[110]  J. Murray.  Hamlet on the Holodeck , 1997 .

[111]  William R. Sherman,et al.  Understanding Virtual RealityInterface, Application, and Design , 2002, Presence: Teleoperators & Virtual Environments.

[112]  Jerald J. Block.  Issues for DSM-V: internet addiction. , 2008, The American journal of psychiatry.

[113]  E. Erikson.  Childhood and Society , 1965 .

[114]  Dennis R. Wixon,et al.  What is a game? , 2006, INTR.

[115]  Staffan Björk,et al.  Patterns In Game Design , 2004 .

[116]  A. D. Meyer,et al.  Mind at Play. The Psychology of Video Games , 1985 .

[117]  B. Joseph Pine,et al.  The Experience Economy , 1999 .

[118]  Lori Kendall,et al.  “The Nerd Within”: Mass Media and the Negotiation of Identity among Computer-Using Men , 1999 .

[119]  D. F. Marks,et al.  Visual imagery differences in the recall of pictures. , 1973, British journal of psychology.

[120]  Paul Cairns,et al.  A grounded investigation of immersion in games , 2004, CHI 2004.

[121]  Melissa Chaika,et al.  Computer game marketing bias , 1996, XRDS.

[122]  Sarane S. Boocock,et al.  Simulation Games in Learning , 1973 .

[123]  H. Marsh,et al.  Development and Validation of a Scale to Measure Optimal Experience: The Flow State Scale , 1996 .

[124]  Ching-I Teng,et al.  Personality Differences between Online Game Players and Nonplayers in a Student Sample , 2008, Cyberpsychology Behav. Soc. Netw..

[125]  Harry J. P. Timmermans,et al.  Towards a taxonomy of virtual reality user interfaces , 1997, Proceedings. 1997 IEEE Conference on Information Visualization (Cat. No.97TB100165).

[126]  Jeanne H. Brockmyer,et al.  The Development of the Game Engagement Questionnaire: A Measure of Engagement in Video Game Playing: Response to Reviews , 2009, Interacting with computers.

[127]  R. Morrison.  Mind, Self and Society from the Standpoint of a Social Behaviorist , 1936 .

[128]  Mel Slater,et al.  Depth of Presence in Virtual Environments , 1994, Presence: Teleoperators & Virtual Environments.

[129]  C. Crawford.  Chris Crawford on Interactive Storytelling , 2004 .

[130]  Patricia Wallace.  The Psychology of the Internet , 1999 .

[131]  P. Granhag,et al.  Motivational sources of confirmation bias in criminal investigations: the need for cognitive closure , 2005 .

[132]  M. Davies,et al.  Online computer gaming: a comparison of adolescent and adult gamers. , 2004, Journal of adolescence.

[133]  P. Barrett.  Structural equation modelling : Adjudging model fit , 2007 .

[134]  I. Mcmanus,et al.  The personality of fantasy game players , 1993 .

[135]  Laurie N. Taylor.  VIDEO GAMES: PERSPECTIVE, POINT-OF-VIEW, AND IMMERSION , 2002 .

[136]  Kevin B. Wright,et al.  Researching Internet-Based Populations: Advantages and Disadvantages of Online Survey Research, Online Questionnaire Authoring Software Packages, and Web Survey Services , 2006, J. Comput. Mediat. Commun..

[137]  Gordon Calleja,et al.  Digital Game Involvement , 2007, Games Cult..

[138]  Frederick P. Brooks.  What's Real About Virtual Reality? , 1999, IEEE Computer Graphics and Applications.

[139]  J. Rolland.  The Cross-Cultural Generalizability of the Five-Factor Model of Personality , 2002 .

[140]  Nick Yee,et al.  Motivations for Play in Online Games , 2006, Cyberpsychology Behav. Soc. Netw..

[141]  K. Schermelleh-Engel,et al.  Evaluating the Fit of Structural Equation Models: Tests of Significance and Descriptive Goodness-of-Fit Measures. , 2003 .

[142]  H. E. Tinsley,et al.  Uses of factor analysis in counseling psychology research. , 1987 .

[143]  Robert F. DeVellis,et al.  Scale Development: Theory and Applications. , 1992 .

[144]  Eugene F. Provenzo,et al.  Video Kids: Making Sense of Nintendo , 1991 .

[145]  H. Marsh,et al.  In Search of Golden Rules: Comment on Hypothesis-Testing Approaches to Setting Cutoff Values for Fit Indexes and Dangers in Overgeneralizing Hu and Bentler's (1999) Findings , 2004 .

[146]  Clarke Rl,et al.  What's all the fuss about? , 1988, Healthcare financial management : journal of the Healthcare Financial Management Association.

[147]  L. Cronbach,et al.  Construct validity in psychological tests. , 1955, Psychological bulletin.

[148]  Amy D. Ruzycki-Shinabarger.  Kicking Butt Up and Down DM3: The Discourse of Grrrl Online Computer Gamers , 2002 .

[149]  Nick Yee,et al.  The Demographics, Motivations, and Derived Experiences of Users of Massively Multi-User Online Graphical Environments , 2006, PRESENCE: Teleoperators and Virtual Environments.

[150]  Susan Sisola.  Learning as Transformation: Critical Perspectives on a Theory in Progress , 2004 .

[151]  Thomas W. Schubert,et al.  Five Theses on the Book Problem : Presence in Books , Film and VR , 2002 .

[152]  William C. Schmidt,et al.  World-Wide Web survey research: Benefits, potential problems, and solutions , 1997 .

[153]  John C. McCarthy,et al.  Technology as experience , 2004, INTR.

[154]  L. Vygotsky.  The Development of Higher Psychological Functions , 1977 .

[155]  J. Piaget.  Play, dreams and imitation in childhood , 1951 .

[156]  John L. Sherry,et al.  Narrative and interactivity in computer games , 2006 .

[157]  Frans Mäyrä,et al.  Fundamental Components of the Gameplay Experience: Analysing Immersion , 2005, DiGRA Conference.

[158]  Marie-Laure Ryan,et al.  Narrative as Virtual Reality: Immersion and Interactivity in Literature and Electronic Media , 2000 .

[159]  G. Bateson.  A theory of play and fantasy. , 1955 .

[160]  Stephen R. Porter,et al.  Multiple Surveys of Students and Survey Fatigue. , 2004 .

[161]  Mel Slater,et al.  A note on presence terminology , 2003 .

[162]  W. R. Dillon,et al.  A simulation study to investigate the use of cutoff values for assessing model fit in covariance structure models , 2005 .

[163]  B. Clark.  Using the ZMET Method to Understand Individual Meanings Created by Video Game Players Through the Player-Super Mario Avatar Relationship , 2008 .

[164]  Armando Simón,et al.  Emotional Stability Pertaining to the Game of Dungeons & Dragons. , 1987 .

[165]  Edward G. Carmines,et al.  Reliability and Validity Assessment , 1979 .

[166]  J. Hemphill,et al.  Interpreting the magnitudes of correlation coefficients. , 2003, The American psychologist.

[167]  Zaheer Hussain,et al.  Gender Swapping and Socializing in Cyberspace: An Exploratory Study , 2008, Cyberpsychology Behav. Soc. Netw..

[168]  A. Anastasi.  Evolving Concepts of Test Validation , 1986 .