Task Difficulty and Prior Videogame Experience: Their Role in Performance and Motivation in Instructional Videogames

Abstract : Video game-based environments are an increasingly popular medium for training Soldiers. This research investigated how various strategies for modifying task difficulty over the progression of an instructional video game impact learner performance and motivation. Further, the influence of prior video game experience on these learning outcomes was examined, as well as the role prior experience played in determining the optimal approach for adjusting task difficulty. Participants completed a game-based training task under one of four task difficulty conditions: static, increasing, adaptive-low and adaptive-high. All participants completed an identical pre-training trial, 10 practice trials varying in difficulty level according to condition, and a final performance trial. Results demonstrate that learner performance and motivation significantly improved in all difficulty conditions. Yet, contrary to expectations, no single condition maximized these outcomes relative to others. There was a significant 3-way interaction between performance, condition, and prior video game experience. Further, prior experience was found to significantly influence these learning outcomes. Learners with greater experience consistently performed better regardless of condition. Experienced gamers also initially reported high task self- efficacy and set higher performance goals for the training task. The results of this research provide information useful to training game developers and instructors utilizing video games as training tools.

[1]  Mario Mikulincer,et al.  Coping and learned helplessness: Effects of coping strategies on performance following unsolvable problems , 1989 .

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

[3]  C S Green,et al.  Action-Video-Game Experience Alters the Spatial Resolution of Vision , 2007, Psychological science.

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

[5]  A. Bandura Self-efficacy: toward a unifying theory of behavioral change. , 1977, Psychology Review.

[6]  G. Yukl,et al.  Training and development in work organizations. , 1992 .

[7]  Scott A Beal Using Games for Training Dismounted Light Infantry Leaders: Emergent Questions and Lessons Learned , 2005 .

[8]  A. Bandura Social Foundations of Thought and Action: A Social Cognitive Theory , 1985 .

[9]  Eleanor M. Smith,et al.  Relationships of goal orientation, metacognitive activity, and practice strategies with learning outcomes and transfer , 1998 .

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

[11]  M. Mikulincer,et al.  Reactance and helplessness following exposure to unsolvable problems: the effects of attributional style. , 1988, Journal of personality and social psychology.

[12]  A. Bandura,et al.  Differential engagement of self-reactive influences in cognitive motivation , 1986, Organizational Behavior and Human Decision Processes.

[13]  John E. Mathieu,et al.  INDIVIDUAL AND SITUATIONAL INFLUENCES ON THE DEVELOPMENT OF SELF‐EFFICACY: IMPLICATIONS FOR TRAINING EFFECTIVENESS , 2006 .

[14]  J. Mathieu,et al.  Influences of Individual and Situational Characteristics on Measures of Training Effectiveness , 1992 .

[15]  R. Noe Trainees' Attributes and Attitudes: Neglected Influences on Training Effectiveness , 1986 .

[16]  N. Schmitt,et al.  THE INFLUENCE OF TRAINEE ATTITUDES ON TRAINING EFFECTIVENESS: TEST OF A MODEL , 1986 .

[17]  Michael Macedonia,et al.  Computer Games and the Military: Two Views , 2002 .

[18]  Diana Gagnon,et al.  Videogames and spatial skills: An exploratory study , 1985 .

[19]  Bruce W. Knerr Computer-Based Simulations for Maintenance Training: Current ARI Research. Technical Report 544. , 1979 .

[20]  J. Colquitt,et al.  Toward an integrative theory of training motivation: a meta-analytic path analysis of 20 years of research. , 2000, The Journal of applied psychology.

[21]  Harold F. O'Neil,et al.  A Technology to Support Leader Development: Computer Games. , 2004 .

[22]  Daniel B. Horn,et al.  Videogame-Based Training Success: The Impact of Trainee Characteristics - Year 2 , 2006 .

[23]  Dana Broach,et al.  The Effects of Video Game Experience on Computer-Based Air Traffic Controller Specialist, Air Traffic Scenario Test Scores. , 1997 .

[24]  Ray S. Perez,et al.  Computer Games and Team and Individual Learning , 2007 .

[25]  Robert T Hays,et al.  The Effectiveness of Instructional Games: A Literature Review and Discussion , 2005 .

[26]  Timothy T. Baldwin,et al.  THE PERILS OF PARTICIPATION: EFFECTS OF CHOICE OF TRAINING ON TRAINEE MOTIVATION AND LEARNING , 1991 .

[27]  S. Gully,et al.  Role of goal orientation, ability, need for achievement, and locus of control in the self-efficacy and goal--setting process. , 1997 .

[28]  A. Bandura,et al.  Self-evaluative and self-efficacy mechanisms governing the motivational effects of goal systems. , 1983 .

[29]  James Belanich,et al.  Instructional Characteristics and Motivational Features of a PC-based Game , 2004 .

[30]  Eduardo Salas,et al.  Effects of Training Goals and Goal Orientation Traits on Multidimensional Training Outcomes and Performance Adaptability. , 2001, Organizational behavior and human decision processes.

[31]  Joseph J. Martocchio,et al.  EFFECTS OF FEEDBACK AND COGNITIVE PLAYFULNESS ON PERFORMANCE IN MICROCOMPUTER SOFTWARE TRAINING , 2006 .

[32]  M. Seligman,et al.  Learned helplessness in humans: critique and reformulation. , 1978, Journal of abnormal psychology.