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Sure I'm Sure: Prefrontal Oscillations Support Metacognitive Monitoring of Decision Making.
J Neurosci. 2017 01 25; 37(4):781-789.JN

Abstract

Successful decision making critically involves metacognitive processes such as monitoring and control of our decision process. Metacognition enables agents to modify ongoing behavior adaptively and determine what to do next in situations in which external feedback is not (immediately) available. Despite the importance of metacognition for many aspects of life, little is known about how our metacognitive system operates or about what kind of information is used for metacognitive (second-order) judgments. In particular, it remains an open question whether metacognitive judgments are based on the same information as first-order decisions. Here, we investigated the relationship between metacognitive performance and first-order task performance by recording EEG signals while participants were asked to make a "diagnosis" after seeing a sample of fictitious patient data (a complex pattern of colored moving dots of different sizes). To assess metacognitive performance, participants provided an estimate about the quality of their diagnosis on each trial. Results demonstrate that the information that contributes to first-order decisions differs from the information that supports metacognitive judgments. Further, time-frequency analyses of EEG signals reveal that metacognitive performance is associated specifically with prefrontal theta-band activity. Together, our findings are consistent with a hierarchical model of metacognition and suggest a crucial role for prefrontal oscillations in metacognitive performance.

SIGNIFICANCE STATEMENT

Monitoring and control of our decision process (metacognition) is a crucial aspect of adaptive decision making. Crucially, metacognitive skills enable us to adjust ongoing behavior and determine future decision making when immediate feedback is not available. In the present study, we constructed a "diagnosis task" that allowed us to assess in what way first-order task performance and metacognition are related to each other. Results demonstrate that the contribution of sensory evidence (size, color, and motion direction) differs between first- and second-order decision making. Further, our results indicate that metacognitive performance specifically is orchestrated by means of prefrontal theta oscillations. Together, our findings suggest a hierarchical model of metacognition.

Authors+Show Affiliations

Consciousness, Cognition, and Computation Group, martijnwokke@gmail.com. Center for Research in Cognition and Neurosciences, and. Neuroscience Institute, Université Libre de Bruxelles, 1050 Bruxelles, Belgium, and. Amsterdam Brain and Cognition and. Brain and Cognition, Department of Psychology, University of Amsterdam, 1018 Amsterdam, The Netherlands.Consciousness, Cognition, and Computation Group. Center for Research in Cognition and Neurosciences, and. Neuroscience Institute, Université Libre de Bruxelles, 1050 Bruxelles, Belgium, and.Amsterdam Brain and Cognition and. Brain and Cognition, Department of Psychology, University of Amsterdam, 1018 Amsterdam, The Netherlands.

Pub Type(s)

Journal Article
Research Support, Non-U.S. Gov't

Language

eng

PubMed ID

28123015

Citation

Wokke, Martijn E., et al. "Sure I'm Sure: Prefrontal Oscillations Support Metacognitive Monitoring of Decision Making." The Journal of Neuroscience : the Official Journal of the Society for Neuroscience, vol. 37, no. 4, 2017, pp. 781-789.
Wokke ME, Cleeremans A, Ridderinkhof KR. Sure I'm Sure: Prefrontal Oscillations Support Metacognitive Monitoring of Decision Making. J Neurosci. 2017;37(4):781-789.
Wokke, M. E., Cleeremans, A., & Ridderinkhof, K. R. (2017). Sure I'm Sure: Prefrontal Oscillations Support Metacognitive Monitoring of Decision Making. The Journal of Neuroscience : the Official Journal of the Society for Neuroscience, 37(4), 781-789. https://doi.org/10.1523/JNEUROSCI.1612-16.2016
Wokke ME, Cleeremans A, Ridderinkhof KR. Sure I'm Sure: Prefrontal Oscillations Support Metacognitive Monitoring of Decision Making. J Neurosci. 2017 01 25;37(4):781-789. PubMed PMID: 28123015.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - Sure I'm Sure: Prefrontal Oscillations Support Metacognitive Monitoring of Decision Making. AU - Wokke,Martijn E, AU - Cleeremans,Axel, AU - Ridderinkhof,K Richard, PY - 2016/04/21/received PY - 2016/10/14/revised PY - 2016/11/04/accepted PY - 2017/1/27/entrez PY - 2017/1/27/pubmed PY - 2017/8/2/medline KW - EEG KW - consciousness KW - decision making KW - metacognition SP - 781 EP - 789 JF - The Journal of neuroscience : the official journal of the Society for Neuroscience JO - J Neurosci VL - 37 IS - 4 N2 - : Successful decision making critically involves metacognitive processes such as monitoring and control of our decision process. Metacognition enables agents to modify ongoing behavior adaptively and determine what to do next in situations in which external feedback is not (immediately) available. Despite the importance of metacognition for many aspects of life, little is known about how our metacognitive system operates or about what kind of information is used for metacognitive (second-order) judgments. In particular, it remains an open question whether metacognitive judgments are based on the same information as first-order decisions. Here, we investigated the relationship between metacognitive performance and first-order task performance by recording EEG signals while participants were asked to make a "diagnosis" after seeing a sample of fictitious patient data (a complex pattern of colored moving dots of different sizes). To assess metacognitive performance, participants provided an estimate about the quality of their diagnosis on each trial. Results demonstrate that the information that contributes to first-order decisions differs from the information that supports metacognitive judgments. Further, time-frequency analyses of EEG signals reveal that metacognitive performance is associated specifically with prefrontal theta-band activity. Together, our findings are consistent with a hierarchical model of metacognition and suggest a crucial role for prefrontal oscillations in metacognitive performance. SIGNIFICANCE STATEMENT: Monitoring and control of our decision process (metacognition) is a crucial aspect of adaptive decision making. Crucially, metacognitive skills enable us to adjust ongoing behavior and determine future decision making when immediate feedback is not available. In the present study, we constructed a "diagnosis task" that allowed us to assess in what way first-order task performance and metacognition are related to each other. Results demonstrate that the contribution of sensory evidence (size, color, and motion direction) differs between first- and second-order decision making. Further, our results indicate that metacognitive performance specifically is orchestrated by means of prefrontal theta oscillations. Together, our findings suggest a hierarchical model of metacognition. SN - 1529-2401 UR - https://www.unboundmedicine.com/medline/citation/28123015/Sure_I'm_Sure:_Prefrontal_Oscillations_Support_Metacognitive_Monitoring_of_Decision_Making_ DB - PRIME DP - Unbound Medicine ER -