Five-Factor Inventory of Intrinsic Motivations to Gameplay (IMG)

In this study, we develop and validate Intrinsic Motivations to Gameplay (IMG) inventory. In Study 1, psychometric properties of a preliminary 10-item version of IMG were investigated by employing an online survey data collected among Finnish and Danish population (N = 2,205). In Study 2, a 23-item version of IMG was developed based on further interview data and survey data collected among Canadian population (N = 1,322). The 23-item version of IMG revealed five factors of intrinsic motivations for gameplay: Relatedness, Autonomy, Competence, Immersion, and Fun. In Study 3, a third survey was conducted among Finnish and Japanese participants (N = 2,057) to design a SelfDetermination theory (SDT) informed confirmatory factor analysis (CFA). The CFA validated a 15-item version of IMG inventory, which can be utilized widely in studies on digital gaming and gamification to better understand player preferences.

[1]  Norman K. Denzin,et al.  Frame Analysis Reconsidered@@@Frame Analysis: An Essay on the Organization of Experience. , 1981 .

[2]  Daniel Kreiss,et al.  The Marketplace of Attention : How Audiences Take Shape in a Digital Age , 2016 .

[3]  K. P. Kallio,et al.  At Least Nine Ways to Play: Approaching Gamer Mentalities , 2011, Games Cult..

[4]  Andrew K. Przybylski,et al.  A Motivational Model of Video Game Engagement , 2010 .

[5]  R. Henson,et al.  Use of Exploratory Factor Analysis in Published Research , 2006 .

[6]  Lennart E. Nacke,et al.  Player Typology in Theory and Practice , 2011, DiGRA Conference.

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

[8]  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 .

[9]  Rita Orji,et al.  A Framework and Taxonomy of Videogame Playing Preferences , 2017, CHI PLAY.

[10]  Les Nelson,et al.  Online gaming motivations scale: development and validation , 2012, CHI.

[11]  Jukka Vahlo In Gameplay : the invariant structures and varieties of the video game gameplay experience , 2018 .

[12]  Marina Krcmar,et al.  Uses and Gratifications as Media Choice , 2009 .

[13]  John L. Sherry,et al.  Orientations to Video Games Among Gender and Age Groups , 2010 .

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

[15]  Ron Tamborini,et al.  Defining Media Enjoyment as the Satisfaction of Intrinsic Needs , 2010 .

[16]  Andrew K. Przybylski,et al.  The Motivational Pull of Video Games: A Self-Determination Theory Approach , 2006 .

[17]  Rita Orji,et al.  Towards a Trait Model of Video Game Preferences , 2018, Int. J. Hum. Comput. Interact..

[18]  Richard Bartle,et al.  Designing Virtual Worlds , 2003 .

[19]  Rabindra A. Ratan,et al.  The Trojan Player Typology: A cross-genre, cross-cultural, behaviorally validated scale of video game play motivations , 2015, Comput. Hum. Behav..

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

[21]  Juho Hamari,et al.  Demographic differences in perceived benefits from gamification , 2014, Comput. Hum. Behav..

[22]  Adriana Zait,et al.  Methods For Testing Discriminant Validity , 2011 .

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

[24]  Thorsten Quandt,et al.  Validating the Digital Games Motivation Scale for Comparative Research Between Countries , 2016 .

[25]  Robert J. Lewis,et al.  Media Enjoyment as Need Satisfaction: The Contribution of Hedonic and Nonhedonic Needs , 2011 .

[26]  D. Russell In Search of Underlying Dimensions: The Use (and Abuse) of Factor Analysis in Personality and Social Psychology Bulletin , 2002 .

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

[28]  E. Deci,et al.  Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions. , 2000, Contemporary educational psychology.

[29]  Mark D. Griffiths,et al.  Demographic Factors and Playing Variables in Online Computer Gaming , 2004, Cyberpsychology Behav. Soc. Netw..

[30]  Jukka Vahlo,et al.  Player Personas and Game Choice , 2019, Encyclopedia of Computer Graphics and Games.

[31]  Jukka Vahlo,et al.  Digital Game Dynamics Preferences and Player Types , 2017, J. Comput. Mediat. Commun..

[32]  Phil Wood Confirmatory Factor Analysis for Applied Research , 2008 .

[33]  M. Matsunaga How to factor-analyze your data right: do’s, don’ts, and how-to’s. , 2010 .

[34]  Jeroen Jansz,et al.  Exploring persistence in gaming: The role of self-determination and social identity , 2014, Comput. Hum. Behav..

[35]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[36]  Verolien Cauberghe,et al.  Development and Validation of an Instrument for Measuring Individual Motives for Playing Digital Games , 2016 .

[37]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[38]  Juho Hamari,et al.  Why do people play games? A meta-analysis , 2017, Int. J. Inf. Manag..

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

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

[41]  Juho Hamari,et al.  Player Types: A Meta-synthesis , 2014, Trans. Digit. Games Res. Assoc..

[42]  Darryl Charles,et al.  Behavlets: a method for practical player modelling using psychology-based player traits and domain specific features , 2016, User Modeling and User-Adapted Interaction.

[43]  Fan-Chen Tseng,et al.  Segmenting online gamers by motivation , 2011, Expert Syst. Appl..

[44]  A. Meade,et al.  Identifying careless responses in survey data. , 2012, Psychological methods.

[45]  Gabriel Jacobs,et al.  Segmentation of the games market using multivariate analysis , 2005 .

[46]  Mark D. Griffiths,et al.  Breaking the Stereotype: The Case of Online Gaming , 2003, Cyberpsychology Behav. Soc. Netw..

[47]  Edward L. Deci,et al.  Intrinsic Motivation and Self-Determination in Human Behavior , 1975, Perspectives in Social Psychology.

[48]  Juho Hamari,et al.  The Relationship Between Player's Gaming Orientation and Avatar's Capital: a Study in Final Fantasy XIV , 2018, HICSS.

[49]  T. Quandt,et al.  The Gray Haired Gaming Generation , 2008, Games Cult..