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Updated: Jun 17, 2026

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Creating Objects and Object Categories for Studying Perception and Perceptual Learning
Published on: November 2, 2012
Featuring familiarity: how a familiar feature instantiation influences categorization
Samuel D Hannah1, Lee R Brooks
1Department of Psychology, Queen's University, Kingston, Ontario, Canada. hannah.sam@gmail.com
Summary
Familiar features influence categorization differently based on abstract or concrete representations. Abstract thinkers adjust their decisions, while concrete thinkers persist, showing how feature importance impacts judgment.
Area of Science:
- Cognitive Psychology
- Human Perception
- Decision Making
Background:
- Categorization relies on identifying and weighing features of stimuli.
- Familiar features can exert a strong influence, potentially leading to biases.
- Individual differences in cognitive style may affect how features are processed.
Purpose of the Study:
- To investigate how reliance on abstract versus concrete feature representations influences categorization.
- To examine the distinct pathways through which familiar features bias categorization decisions.
- To understand the role of feature representation in overcoming misleading cues.
Main Methods:
- Two experiments involving trained participants categorizing novel category members.
- A three-step procedure: initial categorization, identification of rule-consistent features, and recategorization.
- Manipulation of feature familiarity to create a misleading cue.
Main Results:
- Participants relying on abstract features were more likely to reverse their initial categorization after being shown rule-consistent features.
- Participants relying on concrete features tended to persist with their initial categorization, even when presented with contradictory information.
- This suggests abstract features bias attention, while concrete features bias decision-making.
Conclusions:
- Cognitive reliance on abstract versus concrete features leads to different biases in categorization.
- Familiar but misleading features can be overcome by abstract thinkers by shifting attention.
- Concrete thinkers demonstrate a stronger bias towards familiar features, impacting their decision-making processes.
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