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Updated: May 6, 2026

Creating Objects and Object Categories for Studying Perception and Perceptual Learning
Published on: November 2, 2012
Induction and category coherence
1Beckman Institute, University of Illinois, 405 N. Mathews, 61801, Urbana, IL, mlassali@psych.uiuc.edu.
People typically sort items by single features, not by family resemblance. However, answering questions about how features relate (inductive inferences) before sorting encourages family resemblance category formation.
Area of Science:
- Cognitive Psychology
- Category Formation Research
Background:
- Natural categories are widely believed to be organized by family resemblance.
- However, empirical studies show individuals often use single dimensions for category formation, creating a discrepancy.
Purpose of the Study:
- To test if promoting inductive inferences leads to the construction of family resemblance categories.
- To investigate the role of interproperty relationships in category formation.
Main Methods:
- Two experiments were conducted involving a sorting task.
- Participants answered either induction questions (highlighting interproperty relationships) or frequency questions (focusing on individual properties) prior to sorting.
Main Results:
- Participants who answered induction questions were significantly more likely to form family resemblance categories.
- Participants who answered frequency questions did not show an increased tendency to form family resemblance categories.
Conclusions:
- Making interproperty relationships salient through inductive reasoning prompts the use of family resemblance in category formation.
- This suggests that cognitive processes supporting inductive inference are key to constructing naturalistic categories.
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