title: Causal knowledge and categories: the effects of causal beliefs on categorization, induction, and similarity.
abstract: Despite the recent interest in the theoretical knowledge embedded in human representations of categories, little research has systematically manipulated the structure of such knowledge. Across four experiments this study assessed the effects of interattribute causal laws on a number of category-based judgments. The authors found that (a) any attribute occupying a central position in a network of causal relationships comes to dominate category membership, (b) combinations of attribute values are important to category membership to the extent they jointly confirm or violate the causal laws, and (c) the presence of causal knowledge affects the induction of new properties to the category. These effects were a result of the causal laws, rather than the empirical correlations produced by those laws. Implications for the doctrine of psychological essentialism, similarity-based models of categorization, and the representation of causal knowledge are discussed.
authors.affiliation: Department of Psychology, New York University, New York 10003, USA. bob.rehder@nyu.edu
authors.forename: B
authors.initials: B
authors.lastname: Rehder
authors.forename: R
authors.initials: R
authors.lastname: Hastie
mesh_terms: D000328:Adult; D003210:Concept Formation; D003657:Decision Making; D005260:Female; D006801:Humans; D008297:Male; D011337:Probability Learning; D011340:Problem Solving