The Role of Uncertainty in Moment-to-Moment Player Motivation: A Grounded Theory

Uncertainty is widely acknowledged as an engaging characteristic of games. Practice and research have proposed various types and factors of game uncertainty, yet there is little work explaining when and why different kinds of uncertainty motivate, especially with respect to 'micro-level', moment-to-moment gameplay. We therefore conducted a qualitative interview study of players tracing links between uncertainty experiences, specific game features, and player motives. Data supports that uncertainty is indeed a key element in keeping players motivated moment-to-moment. We present a grounded theory of seven types of engaging gameplay uncertainty emerging from three sources - game, player, and outcome - and document links to likely underlying motives, chief among them curiosity and competence. Comparing our empirically grounded taxonomy with existing ones shows partial fits as well as identifies novel uncertainty types insufficiently captured in previous models.

[1]  A. Azzouz 2011 , 2020, City.

[2]  Ernest Adams,et al.  Fundamentals of Game Design , 2006 .

[3]  G. Loewenstein The psychology of curiosity: A review and reinterpretation. , 1994 .

[4]  Richard A. Epstein,et al.  The Theory of Gambling and Statistical Logic , 1977 .

[5]  Paul V Stenis,et al.  Uncertainty in Games , 2013 .

[6]  Regan L. Mandryk,et al.  BrainHex: A neurobiological gamer typology survey , 2014, Entertain. Comput..

[7]  P. Silvia Curiosity and Motivation , 2012, The Oxford Handbook of Human Motivation.

[8]  James E. Driskell,et al.  Games, Motivation, and Learning: A Research and Practice Model , 2002 .

[9]  D. Berlyne Conflict, arousal, and curiosity , 2014 .

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

[11]  D. Kahneman,et al.  Memories of yesterday's emotions: does the valence of experience affect the memory-experience gap? , 2009, Emotion.

[12]  E. Deci,et al.  Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. , 2000, The American psychologist.

[13]  Kenneth R. Koedinger,et al.  Is Difficulty Overrated?: The Effects of Choice, Novelty and Suspense on Intrinsic Motivation in Educational Games , 2017, CHI.

[14]  Jason VandenBerghe Engines of play: how player motivation changes over time , 2014, CHI PLAY.

[15]  Eileen Scanlon,et al.  What can breakdowns and breakthroughs tell us about learning and involvement experienced during game-play? , 2011 .

[16]  Jesse Schell,et al.  The Art of Game Design: A book of lenses , 2019 .

[17]  G. W. Maier,et al.  Implicit and self-attributed motives to achieve: two separate but interacting needs. , 2005, Journal of personality and social psychology.

[18]  Paul A. Cairns,et al.  Investigating Uncertainty in Digital Games and its Impact on Player Immersion , 2017, CHI PLAY.

[19]  Gregory Trefry,et al.  Casual Game Design: Designing Play for the Gamer in ALL of Us , 2010 .

[20]  N. Bolger,et al.  Diary methods: capturing life as it is lived. , 2003, Annual review of psychology.

[21]  Bernard De Koven,et al.  The Well-Played Game: A Playful Path to Wholeness , 2002 .

[22]  Thomas M. Malaby Beyond Play , 2007 .

[23]  Jonas Gloeckner,et al.  Rules Of Play Game Design Fundamentals , 2016 .

[24]  Patrick McAndrew,et al.  Game-Play Breakdowns and Breakthroughs: Exploring the Relationship Between Action, Understanding, and Involvement , 2015, Hum. Comput. Interact..

[25]  G. Gaskell,et al.  Qualitative Researching with Text, Image and Sound , 2000 .

[26]  William V. Wright,et al.  A Theory of Fun for Game Design , 2004 .

[27]  Miguel Sicart,et al.  Loops and Metagames: Understanding Game Design Structures , 2015, FDG.

[28]  L. Miles,et al.  2000 , 2000, RDH.

[29]  K. Charmaz,et al.  Constructing Grounded Theory , 2014 .

[30]  Jordan A. Litman,et al.  The Measurement of Curiosity As a Feeling of Deprivation , 2004, Journal of personality assessment.

[31]  Kenneth R. Koedinger,et al.  Interface Design Optimization as a Multi-Armed Bandit Problem , 2016, CHI.

[32]  G. Loewenstein,et al.  Information Gaps for Risk and Ambiguity , 2015 .

[33]  Nick Yee,et al.  The Gamer Motivation Profile: What We Learned From 250,000 Gamers , 2016, CHI PLAY.

[34]  Robert Zubek,et al.  MDA : A Formal Approach to Game Design and Game Research , 2004 .

[35]  Annakaisa Kultima,et al.  Idea practices and attitudes towards innovation in game development: a snapshot from the 2010 mobile games era , 2016, MindTrek.

[36]  E. A. Locke,et al.  A theory of goal setting & task performance , 1990 .

[37]  Jori Pitkänen,et al.  Studying thoughts: stimulated recall as a game research method , 2015 .

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

[39]  Jesper Juul,et al.  A Casual Revolution: Reinventing Video Games and Their Players , 2009 .

[40]  Laura Johnson,et al.  How Many Interviews Are Enough? , 2006 .

[41]  Jesper Juul Half-Real: Video Games between Real Rules and Fictional Worlds , 2005 .

[42]  N. Lazzaro Why we Play Games: Four Keys to More Emotion without Story , 2004 .

[43]  Jeannie Novak,et al.  Game Development Essentials: Game Interface Design , 2004 .

[44]  P. Haggard Sense of agency in the human brain , 2017, Nature Reviews Neuroscience.

[45]  Andrew Schartmann Super Mario Bros. , 2015 .

[46]  Paul A. Howard-Jones,et al.  Uncertainty and engagement with learning games , 2009 .

[47]  M. Csíkszentmihályi,et al.  Enjoying the possibility of defeat: Outcome uncertainty, suspense, and intrinsic motivation , 2015 .

[48]  Christopher Power,et al.  Lost at the Edge of Uncertainty: Measuring Player Experience in Digital Games , 2018 .

[49]  Steve Swink,et al.  Game Feel: A Game Designer's Guide to Virtual Sensation , 2008 .

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

[51]  To Alexandra,et al.  Integrating Curiosity and Uncertainty in Game Design. , 2016 .

[52]  Thomas W. Malone,et al.  Heuristics for designing enjoyable user interfaces: Lessons from computer games , 1982, CHI '82.

[53]  R. Ryan The Oxford Handbook of Human Motivation , 2012 .

[54]  Katie Salen,et al.  The Game Design Reader: A Rules of Play Anthology , 2005 .