Sources of metacognitive inefficiency

M Shekhar, D Rahnev - Trends in Cognitive Sciences, 2021 - cell.com
Confidence judgments are typically less informative about one's accuracy than they could
be; a phenomenon we call metacognitive inefficiency. We review the existence of different …

Human metacognition across domains: insights from individual differences and neuroimaging

M Rouault, A McWilliams, MG Allen… - Personality …, 2018 - cambridge.org
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 …

[HTML][HTML] Psychiatric symptom dimensions are associated with dissociable shifts in metacognition but not task performance

M Rouault, T Seow, CM Gillan, SM Fleming - Biological psychiatry, 2018 - Elsevier
Background Distortions in metacognition—the ability to reflect on and control other cognitive
processes—are thought to be characteristic of poor mental health. However, it remains …

The functional role of serial dependence

GM Cicchini, K Mikellidou… - Proceedings of the …, 2018 - royalsocietypublishing.org
The world tends to be stable from moment to moment, leading to strong serial correlations in
natural scenes. As similar stimuli usually require similar behavioural responses, it is highly …

Domain-general and domain-specific patterns of activity supporting metacognition in human prefrontal cortex

J Morales, H Lau, SM Fleming - Journal of Neuroscience, 2018 - Soc Neuroscience
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 …

Suboptimality in perceptual decision making

D Rahnev, RN Denison - Behavioral and brain sciences, 2018 - cambridge.org
Human perceptual decisions are often described as optimal. Critics of this view have argued
that claims of optimality are overly flexible and lack explanatory power. Meanwhile …

Confidence reflects a noisy decision reliability estimate

ZM Boundy-Singer, CM Ziemba, RLT Goris - Nature Human Behaviour, 2023 - nature.com
Decisions vary in difficulty. Humans know this and typically report more confidence in easy
than in difficult decisions. However, confidence reports do not perfectly track decision …

HMeta-d: hierarchical Bayesian estimation of metacognitive efficiency from confidence ratings

SM Fleming - Neuroscience of consciousness, 2017 - academic.oup.com
Metacognition refers to the ability to reflect on and monitor one's cognitive processes, such
as perception, memory and decision-making. Metacognition is often assessed in the lab by …

The confidence database

D Rahnev, K Desender, ALF Lee, WT Adler… - Nature human …, 2020 - nature.com
Understanding how people rate their confidence is critical for the characterization of a wide
range of perceptual, memory, motor and cognitive processes. To enable the continued …

Unexpected arousal modulates the influence of sensory noise on confidence

M Allen, D Frank, DS Schwarzkopf, F Fardo… - Elife, 2016 - elifesciences.org
Human perception is invariably accompanied by a graded feeling of confidence that guides
metacognitive awareness and decision-making. It is often assumed that this arises solely …