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 …
uncertainty holds promise for understanding foundational aspects of human metacognition …
Confidence and certainty: distinct probabilistic quantities for different goals
When facing uncertainty, adaptive behavioral strategies demand that the brain performs
probabilistic computations. In this probabilistic framework, the notion of certainty and …
probabilistic computations. In this probabilistic framework, the notion of certainty and …
Self-evaluation of decision-making: A general Bayesian framework for metacognitive computation.
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 …
correlate with objective performance. These metacognitive assessments of decision quality …
Pupil-linked arousal is driven by decision uncertainty and alters serial choice bias
While judging their sensory environments, decision-makers seem to use the uncertainty
about their choices to guide adjustments of their subsequent behaviour. One possible …
about their choices to guide adjustments of their subsequent behaviour. One possible …
Perceptual decision making in rodents, monkeys, and humans
Perceptual decision making is the process by which animals detect, discriminate, and
categorize information from the senses. Over the past two decades, understanding how …
categorize information from the senses. Over the past two decades, understanding how …
Subjective confidence predicts information seeking in decision making
There is currently little direct evidence regarding the function of subjective confidence in
decision making: The tight correlation between objective accuracy and subjective …
decision making: The tight correlation between objective accuracy and subjective …
Confidence reflects a noisy decision reliability estimate
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 …
than in difficult decisions. However, confidence reports do not perfectly track decision …
Distinct encoding of decision confidence in human medial prefrontal cortex
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 …
inseparable. However, an emerging computational consensus holds that the brain should …
Perceptual reality monitoring: Neural mechanisms dissociating imagination from reality
There is increasing evidence that imagination relies on similar neural mechanisms as
externally triggered perception. This overlap presents a challenge for perceptual reality …
externally triggered perception. This overlap presents a challenge for perceptual reality …
Perceptual confidence neglects decision-incongruent evidence in the brain
Our perceptual experiences are accompanied by a subjective sense of certainty. These
confidence judgements typically correlate meaningfully with the probability that the relevant …
confidence judgements typically correlate meaningfully with the probability that the relevant …