A Test for Perceptual Independence With Dissimilarity Data

Nancy A Perrin, F. Gregory Ashby

Research output: Contribution to journalArticle

Abstract

The dominance axiom states that the dissimilar ity of a pair of stimuli differing on two dimen sions must exceed the dissimilarities of the corresponding pairs of stimuli that differ on only one of the dimensions. This axiom is presented as a test of dissimilarity data to determine if the dimensions of the perceptual space are perceived independently, and as a diagnostic tool in assessing the INDSCAL model's assumption of independent dimensions. The general recognition theory of similarity, which contains both the three-mode and INDSCAL multidimensional scaling models as spe cial cases, is used to motivate the test. It is shown that general recognition theory predicts consistent violations of the dominance axiom with dependent dimensions, but not independent dimensions. A consistent pattern of violations of dominance sug gests that the three-mode model is most appropri ate. When the test of dominance is satisfied, the INDSCAL model is appropriate for the data. A simulation study was conducted to examine the pattern of violations of the dominance axiom when varying degrees of perceptual dependence exist. An examination of dissimilarity data from a study of the size-weight illusion revealed the expected pattern of violations of the dominance axiom.

Original languageEnglish (US)
Pages (from-to)79-93
Number of pages15
JournalApplied Psychological Measurement
Volume15
Issue number1
DOIs
StatePublished - 1991
Externally publishedYes

Keywords

  • general recognition theory
  • Index terms: dominance axiom
  • INDSCAL
  • MDS
  • perceptual indepen dence
  • tiaree-mode model

ASJC Scopus subject areas

  • Psychology (miscellaneous)
  • Social Sciences (miscellaneous)

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