The design of an analogical encoding tool for game-based virtual learning environments

Game-based virtual learning environments have the potential to provide opportunities for engagement in authentic contexts while completing authentic tasks such as problem solving. However, research in problem-based learning indicates that scaffolding should be provided for learners to benefit from such learning environments. This paper describes the design of an anagogical encoding tool, a computer-based scaffold, in a game-based virtual learning environment. Research on analogical encoding suggests that teaching students to compare cases side-by-side to draw out the underlying principles improves knowledge acquisition and transfer. Analogical encoding aids students in attending to the deep underlying structures (ie, principles) of cases, thereby reducing the potential distraction of surface features. This paper intends to translate laboratory research findings on analogical encoding to a scaffolding tool in a game-based virtual learning environment.

[1]  A. Collins,et al.  Situated Cognition and the Culture of Learning , 1989 .

[2]  Min Liu,et al.  Alien Rescue: A Problem-Based Hypermedia Learning Environment for Middle School Science , 2002 .

[3]  K. Holyoak,et al.  Mathematical problem solving by analogy. , 1991, Journal of experimental psychology. Learning, memory, and cognition.

[4]  Roger C. Schank,et al.  The design of Goal-Based Scenarios , 1994 .

[5]  Donn Ritchie,et al.  Using multimedia to overcome the problems with problem based learning , 1997 .

[6]  Laura R. Novick,et al.  Some determinants of successful analogical transfer in the solution of algebra word problems , 1995 .

[7]  D. Gentner,et al.  Comparison in the Development of Categories , 1999 .

[8]  M. Segers,et al.  Effects of problem-based learning: a meta- analysis , 2003 .

[9]  J. Bransford,et al.  Constraints on access in a problem solving context , 1983, Memory & cognition.

[10]  K. Holyoak,et al.  Overcoming contextual limitations on problem-solving transfer. , 1989 .

[11]  B. Ross Distinguishing Types of Superficial Similarities: Different Effects on the Access and Use of Earlier Problems , 1989 .

[12]  D. Gentner,et al.  Structure mapping in analogy and similarity. , 1997 .

[13]  Dedre Gentner,et al.  Learning by Analogical Bootstrapping , 2001 .

[14]  D. Gentner,et al.  Learning and Transfer: A General Role for Analogical Encoding , 2003 .

[15]  D. Dellarosa Role of analogical reasoning in the induction of problem categories. , 1992 .

[16]  K. Holyoak,et al.  Schema induction and analogical transfer , 1983, Cognitive Psychology.

[17]  D. Gentner,et al.  Analogical encoding facilitates knowledge transfer in negotiation , 1999, Psychonomic bulletin & review.

[18]  Min Liu,et al.  Integrating Video Games with Problem-Based Learning: A Conceptual Model , 2006 .

[19]  Janet L. Kolodner,et al.  Case-Based Learning , 1993, Springer US.

[20]  R. Weisberg,et al.  Transferring old associations to new situations: A nonautomatic process , 1978 .

[21]  D. Gentner Structure‐Mapping: A Theoretical Framework for Analogy* , 1983 .

[22]  Daniel L. Schwartz,et al.  A time for telling , 1998 .