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Updated: May 2, 2026

Creating Objects and Object Categories for Studying Perception and Perceptual Learning
Published on: November 2, 2012
The subjective experience of object recognition: comparing metacognition for object detection and object
Julia D I Meuwese1, Anouk M van Loon, Victor A F Lamme
1Brain & Cognition, Department of Psychology and Cognitive Science Center Amsterdam (CSCA), University of Amsterdam, Amsterdam, The Netherlands, julia.meuwese@gmail.com.
Conscious awareness takes time. This study shows metacognition, or confidence in decisions, is higher for object categorization than detection, especially when tasks are equally difficult. This reveals differences in how we reflect on information.
Area of Science:
- Cognitive Neuroscience
- Psychology
Background:
- Perceptual decisions often occur rapidly, preceding conscious awareness.
- The subjective experience of object recognition is less understood than automatic responses.
- Metacognition, the ability to reflect on one's own cognitive states, offers a window into subjective experience.
Purpose of the Study:
- To investigate subjective experience during object detection versus object categorization.
- To measure metacognitive ability in relation to objective performance in visual tasks.
- To understand how task demands influence metacognitive accuracy.
Main Methods:
- Used object detection and categorization tasks with degraded and masked stimuli.
- Assessed objective performance and subjective confidence ratings to measure metacognition.
- Matched objective performance across tasks to isolate the effect of task type on metacognition.
Main Results:
- Metacognition was similar for degraded and masked objects.
- Object categorization yielded higher metacognition than object detection when objective performance was matched.
- This difference was linked to the nature of distractor stimuli and reliance on positive versus negative evidence.
Conclusions:
- Metacognitive ability differs between tasks relying on positive evidence (categorization) and those relying on absence of evidence (detection).
- This highlights a fundamental distinction between acting on information and reflecting upon it.
- Subjective confidence is modulated by task characteristics even when objective accuracy is controlled.
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