Literature DB >> 16686102

When similarity and causality compete in category-based property generalization.

Bob Rehder1.   

Abstract

Five experiments were performed to investigate the category-based generalization of nonblank properties, properties that were novel but that were attributed to existing category features with causal explanations. Experiments 1-3 tested how such explanations interact with the well-known effects of similarity on such generalizations. The results showed that when the causal explanations were used, standard effects of typicality (Experiment 1), diversity (Experiment 2), or similarity itself (Experiment 3) were almost completely eliminated. Experiments 4 and 5 demonstrated that category-based generalizations exhibit some of the standard properties of causal reasoning; for example, an effect (i.e., a novel category property) is judged to be more prevalent when its cause (i.e., an existing category feature) is also prevalent. These findings suggest that category-based property generalization is often an instance of causal inference.

Mesh:

Year:  2006        PMID: 16686102     DOI: 10.3758/bf03193382

Source DB:  PubMed          Journal:  Mem Cognit        ISSN: 0090-502X


  19 in total

1.  Induction with cross-classified categories.

Authors:  G L Murphy; B H Ross
Journal:  Mem Cognit       Date:  1999-11

2.  Food for thought: cross-classification and category organization in a complex real-world domain.

Authors:  B H Ross; G L Murphy
Journal:  Cogn Psychol       Date:  1999-06       Impact factor: 3.468

3.  A relevance theory of induction.

Authors:  Douglas L Medin; John D Coley; Gert Storms; Brett K Hayes
Journal:  Psychon Bull Rev       Date:  2003-09

4.  Category coherence and category-based property induction.

Authors:  Bob Rehder; Reid Hastie
Journal:  Cognition       Date:  2004-03

5.  Development of categorization and reasoning in the natural world: novices to experts, naive similarity to ecological knowledge.

Authors:  Patrick Shafto; John D Coley
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2003-07       Impact factor: 3.051

6.  Categories and induction in young children.

Authors:  S A Gelman; E M Markman
Journal:  Cognition       Date:  1986-08

7.  Similarity, plausibility, and judgments of probability.

Authors:  E E Smith; E Shafir; D Osherson
Journal:  Cognition       Date:  1993 Oct-Nov

8.  When explanations compete: the role of explanatory coherence on judgements of likelihood.

Authors:  S A Sloman
Journal:  Cognition       Date:  1994-07

9.  Similarity and property effects in inductive reasoning.

Authors:  E Heit; J Rubinstein
Journal:  J Exp Psychol Learn Mem Cogn       Date:  1994-03       Impact factor: 3.051

10.  Feature inference and the causal structure of categories.

Authors:  Bob Rehder; Russell C Burnett
Journal:  Cogn Psychol       Date:  2004-12-15       Impact factor: 3.468

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  5 in total

1.  The influence of category coherence on inference about cross-classified entities.

Authors:  Andrea L Patalano; Steven M Wengrovitz; Kirsten M Sharpes
Journal:  Mem Cognit       Date:  2009-01

2.  Classification as diagnostic reasoning.

Authors:  Bob Rehder; Shinwoo Kim
Journal:  Mem Cognit       Date:  2009-09

3.  Failures of explaining away and screening off in described versus experienced causal learning scenarios.

Authors:  Bob Rehder; Michael R Waldmann
Journal:  Mem Cognit       Date:  2017-02

4.  Who is susceptible to conjunction fallacies in category-based induction?

Authors:  Aidan Feeney; Patrick Shafto; Darren Dunning
Journal:  Psychon Bull Rev       Date:  2007-10

5.  Explanation and inference: mechanistic and functional explanations guide property generalization.

Authors:  Tania Lombrozo; Nicholas Z Gwynne
Journal:  Front Hum Neurosci       Date:  2014-09-11       Impact factor: 3.169

  5 in total

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