Why do categories affect stimulus judgment?

Janellen Huttenlocher*, Larry V. Hedges, Jack L. Vevea

*Corresponding author for this work

Research output: Contribution to journalArticle

188 Scopus citations

Abstract

The authors tested a model of category effects on stimulus judgment. The model holds that the goal of stimulus judgment is to achieve high accuracy. For this reason, people place inexactly represented stimuli in the context of prior information, captured in categories, combining inexact fine-grain stimulus values with prior (category) information. This process can be likened to a Bayesian statistical procedure designed to maximize the average accuracy of estimation. If people follow the proposed procedure to maximize accuracy, their estimates should be affected by the distribution of instances in a category. In the present experiments, participants reproduced one-dimensional stimuli. Different prior distributions were presented. The experiments verified that people's stimulus estimates are affected by variations in a prior distribution in such a manner as to increase the accuracy of their stimulus reproductions.

Original languageEnglish (US)
Pages (from-to)220-241
Number of pages22
JournalJournal of Experimental Psychology: General
Volume129
Issue number2
DOIs
StatePublished - Jun 2000

ASJC Scopus subject areas

  • Experimental and Cognitive Psychology
  • Psychology(all)
  • Developmental Neuroscience

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