Learning Theory and the Study of Instruction

Abstract : This article examines the articulation of learning theory that is emerging from studies that take principled approaches to the design of instruction of complex forms of knowledge and skill. The representative studies discussed here are experimental instructional interventions that focus on: a) The acquisition of proceduralized skill, b) The development of regulatory and monitoring strategies of comprehension, and c) The acquisition of organized structures of knowledge. The programs' implications for learning theory are examined through an analysis of their theoretical backgrounds and the principles of learning that they reflect. The authors conclude by suggesting that studies of instruction can now address questions about the integration of the competences fostered separately by such programs and thereby contribute to the development of more comprehensive theories of the acquisition of knowledge and skill. Keywords: Experimental instructional intervention; Competence; Procedural skill; Self-regulatory strategies; Knowledge acquisition; Knowledge engineering; Socially shared cognition; Mental models; Learning theory; Instructional theory.

[1]  J. Piaget The Language and Thought of the Child , 1927 .

[2]  Arthur W. Melton,et al.  The Taxonomy of Human Learning: Overview , 1964 .

[3]  R. Atkinson Optimizing the Learning of a Second-Language Vocabulary. , 1972 .

[4]  R. Glaser Components of a Psychology of Instruction: Toward a Science of Design , 1976 .

[5]  Edward H. Shortliffe,et al.  Computer-based medical consultations, MYCIN , 1976 .

[6]  Ann L. Brown Knowing When, Where, and How to Remember: A Problem of Metacognition. Technical Report No. 47. , 1977 .

[7]  D. Norman,et al.  To Ask a Question, One Must Know Enough to Know What Is Not Known. Report No. 7802. , 1978 .

[8]  Albert L Stevens,et al.  Multiple Conceptual Models of a Complex System. , 1978 .

[9]  Dorothea P. Simon,et al.  Individual Differences in Solving Physics Problems (1978) , 1978 .

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

[11]  Herbert A. Simon,et al.  Models of Competence in Solving Physics Problems , 1980, Cogn. Sci..

[12]  Andrea A. diSessa,et al.  Unlearning Aristotelian Physics: A Study of Knowledge-Based Learning , 1982, Cogn. Sci..

[13]  P. Johnson-Laird Formal Semantics and the Psychology of Meaning , 1982 .

[14]  J. Clement Students’ preconceptions in introductory mechanics , 1982 .

[15]  D. Gentner,et al.  Flowing waters or teeming crowds: Mental models of electricity , 1982 .

[16]  D. Gentner Mental Models , 1983 .

[17]  John R. Anderson The Architecture of Cognition , 1983 .

[18]  William J. Clancey,et al.  Classification Problem Solving , 1984, AAAI.

[19]  John R. Anderson,et al.  Learning to Program in LISP , 1984, Cogn. Sci..

[20]  David E. Kieras,et al.  The Role of a Mental Model in Learning to Operate a Device. , 1984 .

[21]  R. Glaser Education and Thinking: The Role of Knowledge. , 1984 .

[22]  Kenneth D. Forbus Qualitative Process Theory , 1984, Artif. Intell..

[23]  Robert J. Sternberg,et al.  Mechanisms of cognitive development , 1984 .

[24]  Edward E. Smith,et al.  The Teaching of Thinking , 1985 .

[25]  William J. Clancey,et al.  Guidon-Watch: A Graphic Interface for Viewing a Knowledge-Based System , 1985, IEEE Computer Graphics and Applications.

[26]  Robert J. Sternberg,et al.  All's well that ends well, but it's a sad tale that begins at the end: A reply to Glaser. , 1985 .

[27]  Robert Glaser All's well that begins and ends with both knowledge and process: A reply to Sternberg. , 1985 .

[28]  Kenneth D. Forbus,et al.  Learning Physical Domains: Toward a Theoretical Framework. , 1986 .

[29]  James D. Hollan,et al.  Cognitive science and military training. , 1986 .

[30]  W. Kintsch Learning From Text , 1986, Knowing, Learning, and Instruction.

[31]  John D. Bransford,et al.  Teaching thinking and problem solving: Research foundations. , 1986 .

[32]  Etienne Wenger,et al.  Artificial Intelligence and Tutoring Systems , 1987 .

[33]  D. Gentner,et al.  Cultural models in language and thought: How people construct mental models , 1987 .

[34]  John R. Anderson Methodologies for studying human knowledge , 1987, Behavioral and Brain Sciences.

[35]  Susanne P. Lajoie,et al.  Sherlock: A Coached Practice Environment for an Electronics Troubleshooting Job. , 1988 .

[36]  W. Kintsch The role of knowledge in discourse comprehension: a construction-integration model. , 1988, Psychological review.

[37]  M. Chi,et al.  The Nature of Expertise , 1988 .

[38]  W. J. Clancey,et al.  The knowledge engineer as student: metacognitive bases for asking good questions , 1988 .

[39]  Geoffrey B. Saxe,et al.  Candy Selling and Math Learning , 1988 .

[40]  Neil Charness,et al.  Expertise in chess and bridge. , 1989 .

[41]  John R. Anderson,et al.  Cognitive Modeling and Intelligent Tutoring , 1990, Artif. Intell..