CONCEPTUAL MODELS IN TRAINING NOVICE USERS

Abstract Research findings provide ample support for the notion that providing a conceptual model of a system aids novice users in building mental models. Two types of conceptual models have been proposed: Analogical models and abstract models. It is argued that abstract conceptual models will provide more flexible mental models because they are more flexible representations. Individual differences must be considered as moderating variables in this analysis. A laboratory experiment was conducted to compare analogical and abstract models. Graduate business students were trained in the use of the filing capabilities of an electronic mail system. The findings of this study indicate that abstract conceptual models may indeed provide more flexible mental models for novice users of electronic mail, and that individual differences (in this case, visual ability), do affect the formulation of mental models.

[1]  Richard E. Mayer,et al.  The Psychology of How Novices Learn Computer Programming , 1981, CSUR.

[2]  Donald A. Norman,et al.  Some observations on mental models , 1987 .

[3]  Richard E. Mayer,et al.  Instructional Manipulation of Users' Mental Models for Electronic Calculators , 1984, Int. J. Man Mach. Stud..

[4]  Sarah A. Douglas,et al.  Learning text editor semantics by analogy , 1983, CHI '83.

[5]  A. P. Jagodzinski,et al.  A Theoretical Basis for the Representation of On-Line Computer Systems to Naive Users , 1983, Int. J. Man Mach. Stud..

[6]  Thomas P. Moran,et al.  Guest Editor's Introduction: An Applied Psychology of the User , 1981, CSUR.

[7]  Christine L. Borgman,et al.  The user's mental model of an information retrieval system , 1999, SIGIR '85.

[8]  Donald A. Norman,et al.  Analogical Processes in Learning , 1980 .

[9]  Edward T. Foote Anatomy of Analogy , 1940 .

[10]  Robert P. Bostrom,et al.  Conceptual models in training novice users of computer systems: effectiveness of abstract vs. analogical models and influence of individual differences , 1988 .

[11]  Richard E. Mayer,et al.  A diagnosis of beginning programmers' misconceptions of BASIC programming statements , 1983, Commun. ACM.

[12]  J. Greeno,et al.  Structural differences between outcomes produced by different instructional methods. , 1972 .

[13]  Thomas P. Moran,et al.  Analogy considered harmful , 1982, CHI '82.

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

[15]  Richard E. Mayer,et al.  Can Advance Organizers Influence Meaningful Learning? , 1979 .