Metacognition and confidence: A review and synthesis

SM Fleming - Annual Review of Psychology, 2024 - annualreviews.org
Determining the psychological, computational, and neural bases of confidence and
uncertainty holds promise for understanding foundational aspects of human metacognition …

Towards characterizing the canonical computations generating phenomenal experience

MAK Peters - Neuroscience & Biobehavioral Reviews, 2022 - Elsevier
Science and philosophy have long struggled with how to even begin studying the neural or
computational basis of qualitative experience. Here I review psychological, neuroscience …

Confidence in decision-making

MAK Peters - Oxford Research Encyclopedia of Neuroscience, 2022 - oxfordre.com
The human brain processes noisy information to help make adaptive choices under
uncertainty. Accompanying these decisions about incoming evidence is a sense of …

Dual strategies in human confidence judgments

A Bertana, A Chetverikov, RS van Bergen… - Journal of …, 2021 - jov.arvojournals.org
Although confidence is commonly believed to be an essential element in decision-making, it
remains unclear what gives rise to one's sense of confidence. Recent Bayesian theories …

On why we lack confidence in some signal-detection-based analyses of confidence

DH Arnold, A Johnston, J Adie, K Yarrow - Consciousness and cognition, 2023 - Elsevier
Signal-detection theory (SDT) is one of the most popular frameworks for analyzing data from
studies of human behavior–including investigations of confidence. SDT-based analyses of …

Toward 'Computational-Rationality'Approaches to Arbitrating Models of Cognition: A Case Study Using Perceptual Metacognition

Y Rong, MAK Peters - Open Mind, 2023 - direct.mit.edu
Perceptual confidence results from a metacognitive process which evaluates how likely our
percepts are to be correct. Many competing models of perceptual metacognition enjoy …

The presence of irrelevant alternatives paradoxically increases confidence in perceptual decisions

NA Comay, G Della Bella, P Lamberti, M Sigman… - Cognition, 2023 - Elsevier
Confidence in perceptual decisions is thought to reflect the probability of being correct.
According to this view, confidence should be unaffected or minimally reduced by the …

On why we lack confidence in signal-detection-based analyses of confidence

DH Arnold, A Johnston, J Adie, K Yarrow - bioRxiv, 2022 - biorxiv.org
Signal-detection theory (SDT) is one of the most popular frameworks for analyzing data from
studies of human behavior–including investigations of confidence. SDT-based analyses of …

Computational rationality approaches to arbitrating models of cognition: a case study using perceptual metacognition

Y Rong, MAK Peters - 2023 - osf.io
Perceptual confidence results from a metacognitive process which evaluates how likely our
percepts are to be correct. Many competing models of perceptual metacognition enjoy …

Metacognitive Decisions on Decision Accuracy: Confidence Judgment and Changes of Mind

YH Ko - 2023 - kups.ub.uni-koeln.de
Even in the absence of external feedback, humans are capable of subjectively estimating
the accuracy of their own decisions, resulting in a sense of confidence that a decision is …