Toward a Theory of Intrinsically Motivating Instruction

First, a number of previous theories of intrinsic motivation are reviewed. Then, several studies of highly motivating computer games are described. These studies focus on what makes the games fun, not on what makes them educational. Finally, with this background, a rudimentary theory of intrinsically motivating instruction is developed, based on three categories: challenge, fantasy, and curiosity. Challenge is hypothesized to depend on goals with uncertain outcomes. Several ways of making outcomes uncertain are discussed, including variable difficulty level, multiple level goals, hidden information, and randomness. Fantasy is claimed to have both cognitive and emotional advantages in designing instructional environments. A distinction is made between extrinsic fantasies that depend only weakly on the skill used in a game, and intrinsic fantasies that are intimately related to the use of the skill. Curiosity is separated into sensory and cognitive components, and it is suggested that cognitive curiosity can be aroused by making learners believe their knowledge structures are incomplete, inconsistent, or unparsimonious.

[1]  Seymour Papert,et al.  Mindstorms: Children, Computers, and Powerful Ideas , 1981 .

[2]  Kurt VanLehn,et al.  Repair Theory: A Generative Theory of Bugs in Procedural Skills , 1980, Cogn. Sci..

[3]  Thomas W. Malone,et al.  What makes things fun to learn? heuristics for designing instructional computer games , 1980, SIGSMALL '80.

[4]  H A Simon,et al.  The theory of learning by doing. , 1979, Psychological review.

[5]  Nina L. Colwill,et al.  The psychology of sex differences , 1978 .

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

[7]  J. Condry Enemies of exploration: Self-initiated versus other-initiated learning. , 1977 .

[8]  Walter Schneider,et al.  Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory. , 1977 .

[9]  Edward L. Deci,et al.  The hidden costs of rewards , 1976 .

[10]  M. Csíkszentmihályi Beyond boredom and anxiety , 1975 .

[11]  Sharon Dugdale,et al.  Fractions Curriculum of the PLATO Elementary School Mathematics Project. 2nd Edition. , 1975 .

[12]  Layman E. Allen,et al.  Improving Skill in Applying Mathematical Ideas: A Preliminary Report on the Instructional Gaming Program at Pelham Middle School in Detroit. , 1974 .

[13]  Marvin Minsky,et al.  A framework for representing knowledge , 1974 .

[14]  E. Maccoby,et al.  The Psychology of Sex Differences , 1974 .

[15]  R. Nisbett,et al.  Undermining children's intrinsic interest with extrinsic reward: A test of the "overjustification" hypothesis. , 1973 .

[16]  Allen Newell,et al.  Human Problem Solving. , 1973 .

[17]  Allan Paivio,et al.  Imagery and verbal processes , 1972 .

[18]  J. Piaget Science of education and the psychology of the child , 1970 .

[19]  O. K. Moore,et al.  Some Principles for the Design of Clarifying Educational Environments. Preprint 32. , 1969 .

[20]  D. Berlyne Curiosity and exploration. , 1966, Science.

[21]  P. Zimbardo DIVISION OF PSYCHOLOGY: THE COGNITIVE CONTROL OF MOTIVATION* , 1966 .

[22]  D. Berlyne,et al.  EFFECTS OF COMPLEXITY AND INCONGRUITY VARIABLES ON GSR, INVESTIGATORY BEHAVIOR, AND VERBALLY EXPRESSED PREFERENCE. , 1964, The Journal of general psychology.

[23]  Jerome S. Bruner,et al.  On Knowing: Essays for the Left Hand , 1963 .

[24]  B. Rosenberg,et al.  A revised conception of masculine-feminine differences in play activities. , 1960, The Journal of genetic psychology.

[25]  R. W. White Motivation reconsidered: the concept of competence. , 1959, Psychological review.

[26]  R. Sears,et al.  Relation of fantasy aggression to interpersonal aggression. , 1950, Child development.

[27]  S. Freud Beyond the Pleasure Principle , 1920 .

[28]  Thomas W. Malone,et al.  What Makes Things Fun to Learn? A Study of Intrinsically Motivating Computer Games. , 1981 .

[29]  Allan Collins,et al.  Misconceptions in student's understanding , 1979 .

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

[31]  M. Ellis,et al.  Activity and play of children , 1978 .

[32]  R. Slavin,et al.  Teams-Games-Tournaments (TGT): Review of Ten Classroom Experiments. , 1978 .

[33]  John Seely Brown,et al.  An Investigation of Computer Coaching for Informal Learning Activities. , 1978 .

[34]  Mihaly Csikszentmihalyi,et al.  Intrinsic Rewards and Emergent Motivation , 1978 .

[35]  David H. Ahl,et al.  101 Basic computer games , 1973 .

[36]  B. Sutton-Smith,et al.  The Study of Games , 1971 .

[37]  J. Piaget,et al.  The Origins of Intelligence in Children , 1971 .

[38]  H. Furth,et al.  Piaget for teachers , 1970 .

[39]  A. Bandura Principles of behavior modification , 1969 .

[40]  E. Keislar,et al.  Learning by discovery : a critical appraisal , 1969 .

[41]  J. Bruner Toward a Theory of Instruction , 1966 .

[42]  D. Berlyne,et al.  Structure and direction in thinking , 1965 .

[43]  J. Piaget The origins of intelligence in children, New York (W W Norton) 1963. , 1963 .

[44]  B. Skinner,et al.  Science and human behavior , 1953 .

[45]  J. Piaget Play, dreams and imitation in childhood , 1951 .