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 …

Confidence and certainty: distinct probabilistic quantities for different goals

A Pouget, J Drugowitsch, A Kepecs - Nature neuroscience, 2016 - nature.com
When facing uncertainty, adaptive behavioral strategies demand that the brain performs
probabilistic computations. In this probabilistic framework, the notion of certainty and …

Self-evaluation of decision-making: A general Bayesian framework for metacognitive computation.

SM Fleming, ND Daw - Psychological review, 2017 - psycnet.apa.org
People are often aware of their mistakes, and report levels of confidence in their choices that
correlate with objective performance. These metacognitive assessments of decision quality …

Pupil-linked arousal is driven by decision uncertainty and alters serial choice bias

AE Urai, A Braun, TH Donner - Nature communications, 2017 - nature.com
While judging their sensory environments, decision-makers seem to use the uncertainty
about their choices to guide adjustments of their subsequent behaviour. One possible …

Perceptual decision making in rodents, monkeys, and humans

TD Hanks, C Summerfield - Neuron, 2017 - cell.com
Perceptual decision making is the process by which animals detect, discriminate, and
categorize information from the senses. Over the past two decades, understanding how …

Subjective confidence predicts information seeking in decision making

K Desender, A Boldt, N Yeung - Psychological science, 2018 - journals.sagepub.com
There is currently little direct evidence regarding the function of subjective confidence in
decision making: The tight correlation between objective accuracy and subjective …

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 …

Distinct encoding of decision confidence in human medial prefrontal cortex

D Bang, SM Fleming - … of the National Academy of Sciences, 2018 - National Acad Sciences
Our confidence in a choice and the evidence pertaining to a choice appear to be
inseparable. However, an emerging computational consensus holds that the brain should …

Perceptual reality monitoring: Neural mechanisms dissociating imagination from reality

N Dijkstra, P Kok, SM Fleming - Neuroscience & Biobehavioral Reviews, 2022 - Elsevier
There is increasing evidence that imagination relies on similar neural mechanisms as
externally triggered perception. This overlap presents a challenge for perceptual reality …

Perceptual confidence neglects decision-incongruent evidence in the brain

MAK Peters, T Thesen, YD Ko, B Maniscalco… - Nature human …, 2017 - nature.com
Our perceptual experiences are accompanied by a subjective sense of certainty. These
confidence judgements typically correlate meaningfully with the probability that the relevant …