Maximising Gain for Minimal Pain: Utilising Natural Game Mechanics

Abstract This paper considers the application of natural games mechanics within higher education as a vehicle to encourage student engagement and achievement of desired learning outcomes. It concludes with desiderata of features for a learning environment when used for assessment and a reflection on the gap between current and aspired learning provision. The context considered is higher (tertiary) education, where the aims are both to improve students’ engagement with course content and also to bring about potential changes in the students’ learning behaviour. Whilst traditional approaches to teaching and learning may focus on dealing with large classes, where the onus is frequently on efficiency and on the effectiveness of feedback in improving understanding and future performance, intelligent systems can provide technology to enable alternative methods that can cope with large classes that preserve the cost benefits. However, such intelligent systems may also offer improved learning outcomes via a personalised learning experience. This paper looks to exploit particular properties which emerge from the game playing process and seek to engage them in a wider educational context. In particular we aim to use game engagement and flow as natural dynamics that can be exploited in the learning experience.

[1]  Sara Hennessy,et al.  An intelligent tutoring system approach to teaching primary mathematics , 1989 .

[2]  Ira P. Goldstein,et al.  Overlays: A Theory of Modelling for Computer Aided Instruction, , 1977 .

[3]  Donald D. Spencer Game playing with computers , 1968 .

[4]  Mariana Lilley,et al.  The Application of the Flexilevel Approach for the Assessment of Computer Science Undergraduates , 2009, HCI.

[5]  Ira P. Goldstein,et al.  The genetic graph: a representation for the evolution of procedural knowledge , 1979 .

[6]  R. Felder,et al.  A Longitudinal Study of Engineering Student Performance and Retention , 1992, Proceedings. Twenty-Second Annual conference Frontiers in Education.

[7]  Cherng-Jyh Yen,et al.  Gamification for Learning , 2015 .

[8]  Ira P. Goldstein,et al.  The Genetic Epistemology of Rule Systems , 1978 .

[9]  Peter Samuels,et al.  Diagnosys - a knowledge-based diagnostic test of basic mathematical skills , 1997, Comput. Educ..

[10]  James L. Stansfield,et al.  Wumpus Advisor I. A First Implementation of a Program That Tutors Logical and Probabilistic Reasoning Skills. AI Memo 381. , 1976 .

[11]  Peter Knight,et al.  Summative Assessment in Higher Education: Practices in disarray , 2002 .

[12]  Ira P. Goldstein,et al.  The computer as coach: As athletic paradigm for intellectual education , 1977, ACM '77.

[13]  John Seely Brown,et al.  Diagnostic Models for Procedural Bugs in Basic Mathematical Skills , 1978, Cogn. Sci..

[14]  E. Goffman The Presentation of Self in Everyday Life , 1959 .

[15]  Neil Gordon,et al.  Personalized Content Provision for Virtual Learning Environments via the Semantic Web , 2012 .

[16]  John E. Laird,et al.  It knows what you're going to do: adding anticipation to a Quakebot , 2001, AGENTS '01.

[17]  John A. Self,et al.  Student Models in Computer-Aided Instruction , 1974, Int. J. Man Mach. Stud..

[18]  Richard M. Felder,et al.  A Longitudinal Study of Engineering Student Performance and Retention. V. Comparisons with Traditionally‐Taught Students , 1998 .

[19]  F. Lord Applications of Item Response Theory To Practical Testing Problems , 1980 .

[20]  Lennart E. Nacke,et al.  From game design elements to gamefulness: defining "gamification" , 2011, MindTrek.

[21]  J. Huizinga Homo Ludens: A Study of the Play-Element in Culture , 1938 .

[22]  Neil Gordon Enabling personalised learning through formative and summative assessment , 2009 .

[23]  Liyan Song,et al.  Digital Game-Based Learning , 2014 .

[24]  Ira P. Goldstein,et al.  Wumpus Advisor 1. A First Implementation of a Program That Tutors Logical and Probabilistic Reasoning Skills. , 1976 .

[25]  Janet W. Looney,et al.  Integrating Formative and Summative Assessment: Progress Toward a Seamless System? , 2011 .

[26]  John W. Rice,et al.  The Gamification of Learning and Instruction: Game-Based Methods and Strategies for Training and Education , 2012, Int. J. Gaming Comput. Mediat. Simulations.