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Published on: September 11, 2021
Adaptive curiosity about metacognitive ability
Samuel Recht1, Canqi Li1, Yifan Yang1
1Department of Experimental Psychology, University of Oxford.
Humans possess metacognitive curiosity, a drive to assess their own knowledge accuracy. This curiosity strategically balances seeking perceptual and metacognitive information, enhancing self-monitoring and learning.
Area of Science:
- Cognitive Psychology
- Neuroscience
- Decision Science
Background:
- Metacognition, the ability to monitor and control cognition, is crucial for effective learning and decision-making.
- Understanding the motivations behind metacognitive monitoring is key to optimizing cognitive performance.
Purpose of the Study:
- To investigate a specific form of curiosity related to the accuracy of one's metacognition.
- To explore how this metacognitive curiosity influences information-seeking behavior.
Main Methods:
- Three experiments were conducted using a novel paradigm to separate perceptual and metacognitive information searches.
- An ideal observer model was employed to analyze the strategic trade-offs in curiosity.
Main Results:
- Humans exhibit a balanced curiosity, alternating between seeking perceptual accuracy and evaluating metacognitive performance.
- Metacognitive curiosity increased when internal evaluations suggested metacognitive inaccuracy.
- This curiosity is modulated by the perceived reliability of one's own metacognitive judgments.
Conclusions:
- Individuals are inherently curious about their metacognitive abilities.
- This curiosity facilitates performance monitoring by comparing perceptual and metacognitive precision.
- Metacognitive curiosity may reflect a fundamental drive to refine an individual's self-model.
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