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Domain-General and Domain-Specific Patterns of Activity Supporting Metacognition in Human Prefrontal Cortex.
J Neurosci. 2018 04 04; 38(14):3534-3546.JN

Abstract

Metacognition is the capacity to evaluate the success of one's own cognitive processes in various domains; for example, memory and perception. It remains controversial whether metacognition relies on a domain-general resource that is applied to different tasks or if self-evaluative processes are domain specific. Here, we investigated this issue directly by examining the neural substrates engaged when metacognitive judgments were made by human participants of both sexes during perceptual and memory tasks matched for stimulus and performance characteristics. By comparing patterns of fMRI activity while subjects evaluated their performance, we revealed both domain-specific and domain-general metacognitive representations. Multivoxel activity patterns in anterior prefrontal cortex predicted levels of confidence in a domain-specific fashion, whereas domain-general signals predicting confidence and accuracy were found in a widespread network in the frontal and posterior midline. The demonstration of domain-specific metacognitive representations suggests the presence of a content-rich mechanism available to introspection and cognitive control.SIGNIFICANCE STATEMENT We used human neuroimaging to investigate processes supporting memory and perceptual metacognition. It remains controversial whether metacognition relies on a global resource that is applied to different tasks or if self-evaluative processes are specific to particular tasks. Using multivariate decoding methods, we provide evidence that perceptual- and memory-specific metacognitive representations coexist with generic confidence signals. Our findings reconcile previously conflicting results on the domain specificity/generality of metacognition and lay the groundwork for a mechanistic understanding of metacognitive judgments.

Authors+Show Affiliations

Department of Philosophy, Columbia University, New York, New York 10027, jorge.morales@columbia.edu.Department of Psychology, University of California, Los Angeles, California 90095. Brain Research Institute, University of California, Los Angeles, California 90095. Department of Psychology, University of Hong Kong, Hong Kong.Wellcome Centre for Human Neuroimaging, University College London, London, United Kingdom WC1N 3BG, and. Max Planck Centre for Computational Psychiatry and Ageing Research, University College London, London, United Kingdom WC1B 5EH.

Pub Type(s)

Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't

Language

eng

PubMed ID

29519851

Citation

Morales, Jorge, et al. "Domain-General and Domain-Specific Patterns of Activity Supporting Metacognition in Human Prefrontal Cortex." The Journal of Neuroscience : the Official Journal of the Society for Neuroscience, vol. 38, no. 14, 2018, pp. 3534-3546.
Morales J, Lau H, Fleming SM. Domain-General and Domain-Specific Patterns of Activity Supporting Metacognition in Human Prefrontal Cortex. J Neurosci. 2018;38(14):3534-3546.
Morales, J., Lau, H., & Fleming, S. M. (2018). Domain-General and Domain-Specific Patterns of Activity Supporting Metacognition in Human Prefrontal Cortex. The Journal of Neuroscience : the Official Journal of the Society for Neuroscience, 38(14), 3534-3546. https://doi.org/10.1523/JNEUROSCI.2360-17.2018
Morales J, Lau H, Fleming SM. Domain-General and Domain-Specific Patterns of Activity Supporting Metacognition in Human Prefrontal Cortex. J Neurosci. 2018 04 4;38(14):3534-3546. PubMed PMID: 29519851.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Domain-General and Domain-Specific Patterns of Activity Supporting Metacognition in Human Prefrontal Cortex. AU - Morales,Jorge, AU - Lau,Hakwan, AU - Fleming,Stephen M, Y1 - 2018/03/08/ PY - 2017/08/19/received PY - 2018/01/08/revised PY - 2018/01/10/accepted PY - 2018/3/10/pubmed PY - 2019/10/8/medline PY - 2018/3/10/entrez KW - MVPA KW - confidence KW - fMRI KW - memory KW - metacognition KW - perception SP - 3534 EP - 3546 JF - The Journal of neuroscience : the official journal of the Society for Neuroscience JO - J Neurosci VL - 38 IS - 14 N2 - Metacognition is the capacity to evaluate the success of one's own cognitive processes in various domains; for example, memory and perception. It remains controversial whether metacognition relies on a domain-general resource that is applied to different tasks or if self-evaluative processes are domain specific. Here, we investigated this issue directly by examining the neural substrates engaged when metacognitive judgments were made by human participants of both sexes during perceptual and memory tasks matched for stimulus and performance characteristics. By comparing patterns of fMRI activity while subjects evaluated their performance, we revealed both domain-specific and domain-general metacognitive representations. Multivoxel activity patterns in anterior prefrontal cortex predicted levels of confidence in a domain-specific fashion, whereas domain-general signals predicting confidence and accuracy were found in a widespread network in the frontal and posterior midline. The demonstration of domain-specific metacognitive representations suggests the presence of a content-rich mechanism available to introspection and cognitive control.SIGNIFICANCE STATEMENT We used human neuroimaging to investigate processes supporting memory and perceptual metacognition. It remains controversial whether metacognition relies on a global resource that is applied to different tasks or if self-evaluative processes are specific to particular tasks. Using multivariate decoding methods, we provide evidence that perceptual- and memory-specific metacognitive representations coexist with generic confidence signals. Our findings reconcile previously conflicting results on the domain specificity/generality of metacognition and lay the groundwork for a mechanistic understanding of metacognitive judgments. SN - 1529-2401 UR - https://www.unboundmedicine.com/medline/citation/29519851/Domain_General_and_Domain_Specific_Patterns_of_Activity_Supporting_Metacognition_in_Human_Prefrontal_Cortex_ DB - PRIME DP - Unbound Medicine ER -