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January 1, 2018Personality Neuroscience203 citationsOpen Access

Human Metacognition Across Domains: Insights from Individual Differences and Neuroimaging

MRMarion RouaultAMAndrew McWilliamsMAMicah Allen

Key Points

  • To determine whether human metacognition relies on a unified, domain-general resource or task-specific modules across perceptual modalities and memory.
  • Reviewed and meta-analyzed behavioral studies evaluating individual differences in metacognitive efficiency across different sensory modalities and cognitive domains.
  • Synthesized functional neuroimaging studies investigating shared versus domain-specific neural correlates of metacognitive evaluations.
  • Behavioral meta-analysis showed metacognitive performance correlates across distinct sensory modalities within perception, but found no correlation between perceptual and memory metacognition.
  • Neuroimaging evidence demonstrated the co-existence of shared domain-general neural signatures alongside domain-specific activation profiles across tasks.
  • Findings support a hybrid architecture where generic confidence signals are tagged with domain-specific inputs to update self-ability priors and regulate higher-order behavioral control.

Abstract

Metacognition is the capacity to evaluate and control one's own cognitive processes. Metacognition operates over a range of cognitive domains, such as perception and memory, but the neurocognitive architecture supporting this ability remains controversial. Is metacognition enabled by a common, domain-general resource that is recruited to evaluate performance on a variety of tasks? Or is metacognition reliant on domain-specific modules? This article reviews recent literature on the domain-generality of human metacognition, drawing on evidence from individual differences and neuroimaging. A meta-analysis of behavioral studies found that perceptual metacognitive ability was correlated across different sensory modalities, but found no correlation between metacognition of perception and memory. However, evidence for domain-generality from behavioral data may suffer from a lack of power to identify correlations across model parameters indexing metacognitive efficiency. Neuroimaging data provide a complementary perspective on the domain-generality of metacognition, revealing co-existence of neural signatures that are common and distinct across tasks. We suggest that such an architecture may be appropriate for "tagging" generic feelings of confidence with domain-specific information, in turn forming the basis for priors about self-ability and modulation of higher-order behavioral control.

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Cite This Study

Rouault et al. (2018) studied this question.

synapsesocial.com/papers/69dd399027c48be1bb40c618https://doi.org/10.1017/pen.2018.16
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