Learning from mistakes: Inducing analogous solution failures to a source problem produces later successes in analogical transfer

In 4 experiments we investigated the use of analogical problem solving to facilitate the solution to a problem that usually results in persistent solution failures without hints. The results of Experiments 1-3 indicate that spontaneous transfer was facilitated by a manipulation of the surface form of the source problem that tends to induce initial solution failures analogous to those produced to the target problem. Surface similarity of content words and diagrams had no effect on transfer in Experiments 1-3. In Experiment 4, facilitation of spontaneous transfer was not obtained when source solution failures were prevented. The importance of failed solutions in problem representation and the relationship between problem representation and surface similarity are discussed

[1]  Mark A. McDaniel,et al.  Discovery Learning and Transfer of Problem-Solving Skills , 1990 .

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

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

[4]  Paul J. Feltovich,et al.  Categorization and Representation of Physics Problems by Experts and Novices , 1981, Cogn. Sci..

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

[6]  K. VanLehn Rule acquisition events in the discovery of problem-solving strategies , 1991 .

[7]  L. R. Novick Analogical Transfer: Processes and Individual Differences , 1988 .

[8]  Stephen K. Reed,et al.  A structure-mapping model for word problems. , 1987 .

[9]  Lee W. Gregg,et al.  Knowledge and cognition , 1974 .

[10]  J. Bransford,et al.  Memory access: The effects of fact-oriented versus problem-oriented acquisition , 1988, Memory & cognition.

[11]  Keith J. Holyoak,et al.  The Pragmatics of Analogical Transfer , 1985 .

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

[13]  Mary L. Gick The effect of a diagram retrieval cue on spontaneous analogical transfer , 1985 .

[14]  Keith J. Holyoak,et al.  The cognitive basis of knowledge transfer. , 1987 .

[15]  K. Holyoak,et al.  Interdomain Transfer Between Isomorphic Topics in Algebra and Physics , 1989 .

[16]  R. Weisberg,et al.  Context-dependent effects on analogical transfer , 1986, Memory & cognition.

[17]  Craig A. Kaplan,et al.  In search of insight , 1990, Cognitive Psychology.

[18]  Paul Thagard,et al.  Analogical Mapping by Constraint Satisfaction , 1989, Cogn. Sci..

[19]  K. Holyoak,et al.  Surface and structural similarity in analogical transfer , 1987, Memory & cognition.

[20]  C. Bray Transfer of learning. , 1928 .

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

[22]  L. R. Novick Analogical transfer, problem similarity, and expertise. , 1988, Journal of experimental psychology. Learning, memory, and cognition.

[23]  Mary Lamon,et al.  Conceptual transfer insimple insight problems , 1988, Memory & cognition.

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

[25]  J. Hayes,et al.  Cognitive psychology : thinking and creating , 1978 .

[26]  Herbert A. Simon,et al.  Information-Processing Theory of Human Problem Solving , 1978 .

[27]  Stephen E. Fienberg,et al.  Discrete Multivariate Analysis: Theory and Practice , 1976 .

[28]  Roger L. Dominowski,et al.  Effects of strategy instructions and practice on nine-dot problem solving. , 1985 .

[29]  Herbert A. Simon,et al.  Understanding written problem instructions. , 1974 .

[30]  B. Ross Remindings and their effects in learning a cognitive skill , 1984, Cognitive Psychology.

[31]  K. Duncker,et al.  On problem-solving , 1945 .

[32]  Herbert A Simon,et al.  The understanding process: Problem isomorphs , 1976, Cognitive Psychology.

[33]  I. Begg,et al.  Problem-oriented training promotes spontaneous analogical transfer: Memory-oriented training promotes memory for training , 1991, Memory & cognition.

[34]  R. Mayer Thinking, Problem Solving, Cognition , 1983 .

[35]  E. Parkins,et al.  Visual representation in analogical problem solving , 1987, Memory & cognition.

[36]  B. Ross,et al.  Generalizing from the use of earlier examples in problem solving , 1990 .

[37]  Jaime G. Carbonell,et al.  Derivational analogy: a theory of reconstructive problem solving and expertise acquisition , 1993 .

[38]  K. Holyoak,et al.  Analogical problem solving , 1980, Cognitive Psychology.

[39]  Heinz Mandl,et al.  Learning Issues for Intelligent Tutoring Systems , 1988, Cognitive Science.

[40]  Allen Newell,et al.  SOAR: An Architecture for General Intelligence , 1987, Artif. Intell..

[41]  A. Ortony,et al.  Similarity and Analogical Reasoning , 1991 .

[42]  B. Ross This is like that: The use of earlier problems and the separation of similarity effects. , 1987 .

[43]  M. Bassok Transfer of domain-specific problem-solving procedures , 1990 .