Metacognition: Computation, Biology and Function
Overview
Affiliations
Many complex systems maintain a self-referential check and balance. In animals, such reflective monitoring and control processes have been grouped under the rubric of metacognition. In this introductory article to a Theme Issue on metacognition, we review recent and rapidly progressing developments from neuroscience, cognitive psychology, computer science and philosophy of mind. While each of these areas is represented in detail by individual contributions to the volume, we take this opportunity to draw links between disciplines, and highlight areas where further integration is needed. Specifically, we cover the definition, measurement, neurobiology and possible functions of metacognition, and assess the relationship between metacognition and consciousness. We propose a framework in which level of representation, order of behaviour and access consciousness are orthogonal dimensions of the conceptual landscape.
Automatic multisensory integration follows subjective confidence rather than objective performance.
Gao Y, Xue K, Odegaard B, Rahnev D Commun Psychol. 2025; 3(1):38.
PMID: 40069314 PMC: 11896883. DOI: 10.1038/s44271-025-00221-w.
Confidence control for efficient behaviour in dynamic environments.
Balsdon T, Philiastides M Nat Commun. 2024; 15(1):9089.
PMID: 39433579 PMC: 11493976. DOI: 10.1038/s41467-024-53312-3.
Online self-evaluation of fMRI-based neurofeedback performance.
Munoz-Moldes S, Tursic A, Luhrs M, Eck J, Benitez Andonegui A, Peters J Philos Trans R Soc Lond B Biol Sci. 2024; 379(1915):20230089.
PMID: 39428884 PMC: 11491843. DOI: 10.1098/rstb.2023.0089.
Neural Correlates of Metacognition Impairment in Opioid Addiction.
Moeller S, Abeykoon S, Dhayagude P, Varnas B, Weinstein J, Perlman G Biol Psychiatry Cogn Neurosci Neuroimaging. 2024; 9(11):1211-1221.
PMID: 39059467 PMC: 11540741. DOI: 10.1016/j.bpsc.2024.07.014.
Nuiten S, de Gee J, Zantvoord J, Fahrenfort J, van Gaal S eNeuro. 2024; 11(7).
PMID: 39029953 PMC: 11287790. DOI: 10.1523/ENEURO.0019-24.2024.