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This is like that: The use of earlier problems and the separation of similarity effects.

Abstract

Novices attempting to solve a problem often are reminded of an earlier problem that illustrated a principle. Two experiments examined how these earlier problems are used and how this use is related to these remindings. Subjects studied four probability principles with related word problems. Test problems varied in their similarity to the study problems on story lines, objects, and correspondence of objects (variable roles). Experiment 1 tested whether remindings cue the principle or serve as the sources of detailed analogies. When the appropriate formula was provided with each test, the similarity of story lines had no effect, but object correspondences had a large effect. These results support an analogical account in which mapping is affected by the similarity of objects between study and test problems. Experiment 2 began to separate the aspects of similarity affecting the access and use of earlier problems by showing that, with confusable principles, similar story lines increased the access, but did not affect the use. The access appears to be sensitive to the relative similarity of examples because with distinctive principles, similar story lines had little effect. Discussion focuses on the further specification of the processes of noticing and analogical use of earlier problems.

Advanced Text Analysis TechniquesChild and Animal Learning DevelopmentEducational Strategies and EpistemologiesSimilarity (geometry)Separation (statistics)PsychologyComputer scienceArtificial intelligenceMachine learning
Citations
585
FWCI
16.73
field-weighted impact
References
25
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99%
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References
Context theory of classification learning.
Psychological Review · 1978 · 2,982 citations
Protocol Analysis: Verbal Reports as Data
Journal of Marketing Research · 1986 · 4,358 citations
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