Towards Better Gameplay in Educational Computer Games: A PhD Thesis

There is currently a notable amount of research suggesting that educators should use computer games as part of their teaching. Most of this research suggests why games should be used choosing very specific example games, or making broad sweeping statements about gaming as a whole. But very little of the research explains how these games should be used. What features should be present in the game? Do these features change depending on a given learning outcome? Do they change depending on the type of game? This thesis begins by compiling a prospective set of required features for an educational game, taken from literature on Learning Environments, as well as the requirements of different learning styles. This requirement set is cross-referenced with an overview of some typical, commercially available games, to show that such games are capable of meeting these requirements. This preliminary list is used in two investigations: the first explores how well the chosen features are offered by a series of current educational mini-games; the second shows how different requirements are offered by different commercially-available computer game genres. The results of these investigations are used to refine the list, before carrying out a user survey to identify the important features offered by different game genres, and to determine whether game quality improves as more of the features are met. The survey results show that some key requirements separate the genres significantly, while others were consistent across all genres. In addition, there is a positive correlation between each feature offered, and the overall user enjoyment of the game. The thesis concludes with a proposed framework of game genres and features, to assist in the design and selection of games for a given educational scenario, as well as some suggestions for future work.

[1]  I. Sprinkhuizen-Kuyper,et al.  DIFFICULTY SCALING OF GAME AI , 2004 .

[2]  Claudia Adams,et al.  The use of computer games as an educational tool: identification of appropriate game types and game elements , 1999, Br. J. Educ. Technol..

[3]  Eric O. Postma,et al.  Adaptive game AI with dynamic scripting , 2006, Machine Learning.

[4]  Harri Ketamo,et al.  Exploring the Learning Mechanism in Educational Games , 2007, 2007 29th International Conference on Information Technology Interfaces.

[5]  Jim Bizzocchi,et al.  Game, Motivation, and Effective Learning: An Integrated Model for Educational Game Design , 2005, DiGRA Conference.

[6]  Florence Chee,et al.  Is Electronic Community an Addictive Substance? , 2003, DiGRA Conference.

[7]  Robert J. Moore,et al.  The social side of gaming: a study of interaction patterns in a massively multiplayer online game , 2004, CSCW.

[8]  Rob Koper,et al.  Representing the Learning Design of Units of Learning , 2004, J. Educ. Technol. Soc..

[9]  A. Machado Operant conditioning of behavioral variability using a percentile reinforcement schedule. , 1989, Journal of the experimental analysis of behavior.

[10]  J. Keller The Arcs Model of Motivational Design , 2010 .

[11]  D. Laurillard A conversational framework for individual learning applied to the ‘Learning Organisation’ and the ‘Learning Society’ , 1999 .

[12]  Jan G. Hogle Considering Games as Cognitive Tools: In Search of Effective "Edutainment" , 1996 .

[13]  Michael Katchabaw,et al.  AN EXPERIMENTAL TESTBED TO ENABLE AUTO-DYNAMIC DIFFICULTY IN MODERN VIDEO GAMES , 2005 .

[14]  J. Nicholls Achievement motivation: Conceptions of ability, subjective experience, task choice, and performance. , 1984 .

[15]  Shalom M. Fisch,et al.  Making educational computer games "educational" , 2005, IDC '05.

[16]  A. Mumford Putting Learning Styles to Work: An Integrated Approach , 1993 .

[17]  J. Dutton,et al.  Reconceptualizing of the overjustification effect: A template-matching approach , 1983 .

[18]  J. Bruner,et al.  The role of tutoring in problem solving. , 1976, Journal of child psychology and psychiatry, and allied disciplines.

[19]  Kurt Squire,et al.  Cultural Framing of Computer/Video Games , 2002, Game Stud..

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

[21]  Miguel de Aguilera,et al.  Video games and education: (Education in the Face of a “Parallel School”) , 2003, CIE.

[22]  Vincent Corruble,et al.  Extending Reinforcement Learning to Provide Dynamic Game Balancing , 2005 .

[23]  J. Keller Development and use of the ARCS model of instructional design , 1987 .

[24]  J. Dewey Science as subject-matter and as method , 1995 .

[25]  M. David Merrill,et al.  First principles of instruction , 2012 .

[26]  W C STEBBINS,et al.  Response latency as a function of reinforcement schedule. , 1962, Journal of the experimental analysis of behavior.

[27]  Joris Dormans,et al.  The Hacker: New Mythical Content of Narrative Games , 2006, TIDSE.

[28]  R. Cox,et al.  Vicarious learning from dialogue and discourse , 1999 .

[29]  Robin Hunicke,et al.  AI for Dynamic Difficulty Adjustment in Games , 2004 .

[30]  Constance Steinkuehler,et al.  Fostering Scientific Habits of Mind in the Context of Online Play , 2006, ICLS.

[31]  Michele Jacobsen,et al.  Games for Learning: Are Schools Ready for What's to Come? , 2005, DiGRA Conference.

[32]  James Paul Gee,et al.  Game–like learning: An example of situated learning and implications for opportunity to learn , 2008 .

[33]  G. Bodner Constructivism: A theory of knowledge , 1986 .

[34]  Steve Wheeler,et al.  Second Life: an overview of the potential of 3-D virtual worlds in medical and health education. , 2007, Health information and libraries journal.

[35]  Constance Steinkuehler,et al.  Learning in Massively Multiplayer Online Games , 2004, ICLS.

[36]  E. Wenger Communities of practice: learning as a social system , 1998 .

[37]  Robert J. Moore,et al.  "Alone together?": exploring the social dynamics of massively multiplayer online games , 2006, CHI.

[38]  A. Amsel Frustrative nonreward in partial reinforcement and discrimination learning: some recent history and a theoretical extension. , 1962, Psychological review.

[39]  P. Kutnick,et al.  Toward a social pedagogy of classroom group work , 2003 .

[40]  Daniel Livingstone,et al.  Putting a Second Life “metaverse” skin on learning management systems , 2006 .

[41]  Yasmin B. Kafai,et al.  Proceedings of the 6th international conference on Learning sciences , 2004 .

[42]  L. S. Vygotksy Mind in society: the development of higher psychological processes , 1978 .

[43]  D. Laurillard Rethinking University Teaching in the Digital Age , 2002 .

[44]  K. Squire Changing the Game: What Happens When Video Games Enter the Classroom? , 2005 .

[45]  N. Feather Extending the Search for Order in Social Motivation , 1996 .

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

[47]  Mike Hobbs,et al.  Using A Virtual World For Transferable Skills in Gaming Education , 2006 .

[48]  Carlo Fabricatore,et al.  Learning and Videogames: an Unexploited Synergy , 2000 .

[49]  J. Gee Learning by design: Games as learning machines , 2004 .