Design and Development of a Simulation for Testing the Effects of Instructional Gaming Characteristics on Learning of Basic Statistical Skills

Considerable resources have been invested in examining the game design principles that best foster learning. One way to understand what constitutes a well-designed instructional game is to examine the relationship between gaming characteristics and actual learning. This report discusses the lessons learned from the design and development process of instructional simulations that are enhanced by competition and storyline gaming characteristics and developed as instructional interventions for a study on the effects of gaming characteristics on learning effectiveness and engagement. The goal of the instructional simulations was to engage college students in learning the statistics concepts of standard deviation and the empirical rule. A pilot study followed by a small-scale experimental study were conducted to improve the value and effectiveness of these designed simulations. Based on these findings, specific practical implications are offered for designing actual learning environments that are enhanced by competition and storyline gaming elements.

[1]  V. Shute,et al.  Melding the Power of Serious Games and Embedded Assessment to Monitor and Foster Learning: Flow and Grow , 2009 .

[2]  S. Barab,et al.  Transformational Play , 2010 .

[3]  Thomas W. Malone,et al.  Toward a Theory of Intrinsically Motivating Instruction , 1981, Cogn. Sci..

[4]  Elizabeth O. Hayward,et al.  The impact of individual, competitive, and collaborative mathematics game play on learning, performance, and motivation , 2013 .

[5]  V. Shute Focus on Formative Feedback , 2008 .

[6]  Stephen M. Alessi,et al.  Multimedia for Learning: Methods and Development , 2000 .

[7]  D. Bavelier,et al.  The role of selective attention on academic foundations: A cognitive neuroscience perspective , 2012, Developmental Cognitive Neuroscience.

[8]  Adams Greenwood-Ericksen,et al.  Learning African-american History In A Synthetic Learning Environment , 2008 .

[9]  In pursuit of peace: Attitudinal and behavioral change with simulations and Multiple Identification Theory , 2007 .

[10]  Jarmo Laaksolahti,et al.  Plot, Spectacle, and Experience: Contributions to the Design and Evaluation of Interactive Storytelling , 2008 .

[11]  Ton de Jong,et al.  The effects of discovery learning and expository instruction on the acquisition of definitional and intuitive knowledge , 2004, J. Comput. Assist. Learn..

[12]  Mun Y. Yi,et al.  Predicting the use of web-based information systems: self-efficacy, enjoyment, learning goal orientation, and the technology acceptance model , 2003, Int. J. Hum. Comput. Stud..

[13]  J. Félix,et al.  Learning from Video Games , 1993, Urban Play.

[14]  Regan L. Mandryk,et al.  A continuous and objective evaluation of emotional experience with interactive play environments , 2006, CHI.

[15]  John L. Sherry,et al.  Sex Differences in Video Game Play: , 2004, Commun. Res..

[16]  Kara L. Orvis,et al.  Relationships Between Game Attributes and Learning Outcomes , 2009 .

[17]  Sylwia Męcfal Recenzja książki. Robert K. yin, Case Study Research. Design and Methods (fourth Edition), thousand Oaks, CA: Sage Publications, 2009 , 2012 .

[18]  Dixie Ching,et al.  Game Changer: Investing in Digital Play to Advance Children's Learning and Health , 2009 .

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

[20]  Clint A. Bowers,et al.  Using Virtual Reality with and without Gaming Attributes for Academic Achievement , 2006 .

[21]  John M. Keller,et al.  Effectiveness of motivationally adaptive computer-assisted instruction on the dynamic aspects of motivation , 2001 .

[22]  Jk Raine,et al.  Motivation by Design , 1988 .

[23]  A. Petrosino,et al.  "Playing the game" of story problems: Coordinating situation-based reasoning with algebraic representation , 2012 .

[24]  Shaaron E. Ainsworth,et al.  Endogenous fantasy and learning in digital games , 2015 .

[25]  Jeroen J. G. van Merriënboer,et al.  Paradoxical effects of information presentation formats and contextual interference on transfer of a complex cognitive skill , 2007, Comput. Hum. Behav..

[26]  Chris Crawford Chris Crawford on Interactive Storytelling (New Riders Games) , 2004 .

[27]  Ya-Ling Wu,et al.  An investigation of coopetitive pedagogic design for knowledge creation in Web-based learning , 2009, Comput. Educ..

[28]  Jessica A. Stansbury,et al.  Can Wii Engage College-Level Learners? Use of Commercial Off-the-Shelf Gaming in an Introductory Statistics Course , 2014 .

[29]  John V. Dempsey,et al.  Instructional Gaming: Implications for Instructional Technology. , 1994 .

[30]  Jesper Juul,et al.  The game, the player, the world: looking for a heart of gameness , 2010, DiGRA Conference.

[31]  M. Fay,et al.  Wilcoxon-Mann-Whitney or t-test? On assumptions for hypothesis tests and multiple interpretations of decision rules. , 2010, Statistics surveys.

[32]  Valerie J. Shute,et al.  Games, Learning, and Assessment , 2012 .

[33]  Ivo D. Dinov,et al.  Pedagogical utilization and assessment of the statistic online computational resource in introductory probability and statistics courses , 2008, Comput. Educ..

[34]  Allan Collins,et al.  Design Issues for Learning Environments. , 1993 .

[35]  John M. Keller,et al.  First principles of motivation to learn and e3‐learning , 2008 .

[36]  Richard N. Van Eck,et al.  The effect of competition and contextualized advisement on the transfer of mathematics skills a computer-based instructional simulation game , 2002 .

[37]  M. Lepper Microcomputers in education: Motivational and social issues. , 1985 .

[38]  B. Fritzsche,et al.  Game on: the impact of game features in computer-based training , 2008 .

[39]  James Paul Gee,et al.  What video games have to teach us about learning and literacy , 2007, CIE.