Instance Frequency, Categorization, and the Modulating Effect of Experience

Donald Homa, Sherry Dunbar, Liva Nohre

Research output: Contribution to journalArticle

39 Citations (Scopus)

Abstract

Three experiments explored the role of instance frequency on categorization, where the variables of category size, old-new similarity, and degree of learning were varied. Following learning, subjects received a transfer task that included the category prototype, new instances, and new instances that had a manipulated similarity relationship to training instances that were differentially familiarized. The results indicated that instance frequency was relatively unimportant in influencing transfer, regardless of category size (3, 20), when original training was taken to nearerrorless performance (Experiments 1 and 2). However, instance frequency emerged as an important variable at early and intermediate levels of learning for each category size (Experiment 3). The results of a quantitative model suggest that instance frequency is inversely related to the emergent influences of the category prototype.

Original languageEnglish (US)
Pages (from-to)444-458
Number of pages15
JournalJournal of Experimental Psychology: Learning, Memory, and Cognition
Volume17
Issue number3
StatePublished - May 1991

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ASJC Scopus subject areas

  • Experimental and Cognitive Psychology

Cite this

Instance Frequency, Categorization, and the Modulating Effect of Experience. / Homa, Donald; Dunbar, Sherry; Nohre, Liva.

In: Journal of Experimental Psychology: Learning, Memory, and Cognition, Vol. 17, No. 3, 05.1991, p. 444-458.

Research output: Contribution to journalArticle

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