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 a common conceptual space for metacognition in perception and memory

A Mazancieux, M Pereira, N Faivre… - Nature Reviews …, 2023 - nature.com
Engaging in metacognition (evaluating, controlling, and representing cognitive states) is
paramount for efficient behaviour. In this Review, we examine different types of cognitive …

[HTML][HTML] The future of metacognition research: Balancing construct breadth with measurement rigor

S Katyal, SM Fleming - Cortex, 2024 - Elsevier
Foundational work in the psychology of metacognition identified a distinction between
metacognitive knowledge (stable beliefs about one's capacities) and metacognitive …

Psychiatrically relevant signatures of domain-general decision-making and metacognition in the general population

CSY Benwell, G Mohr, J Wallberg, A Kouadio… - Npj Mental Health …, 2022 - nature.com
Human behaviours are guided by how confident we feel in our abilities. When confidence
does not reflect objective performance, this can impact critical adaptive functions and impair …

Simultaneous modeling of choice, confidence, and response time in visual perception.

S Hellmann, M Zehetleitner, M Rausch - Psychological review, 2023 - psycnet.apa.org
How can choice, confidence, and response times be modeled simultaneously? Here, we
propose the new dynamical weighted evidence and visibility (dynWEV) model, an extension …

How do humans give confidence? A comprehensive comparison of process models of perceptual metacognition.

M Shekhar, D Rahnev - Journal of Experimental Psychology …, 2024 - psycnet.apa.org
Humans have the metacognitive ability to assess the accuracy of their decisions via
confidence judgments. Several computational models of confidence have been developed …

Measures of metacognitive efficiency across cognitive models of decision confidence.

M Rausch, S Hellmann, M Zehetleitner - Psychological Methods, 2023 - psycnet.apa.org
Abstract Meta-d′/d′ has become the quasi-gold standard to quantify metacognitive
efficiency because meta-d′/d′ was developed to control for discrimination performance …

Expectations about precision bias metacognition and awareness.

H Olawole-Scott, D Yon - Journal of Experimental Psychology …, 2023 - psycnet.apa.org
Bayesian models of the mind suggest that we estimate the reliability or “precision” of
incoming sensory signals to guide perceptual inference and to construct feelings of …

Introspective psychophysics for the study of subjective experience

MAK Peters - Cerebral Cortex, 2024 - academic.oup.com
Studying subjective experience is hard. We believe that pain is not identical to nociception,
nor pleasure a computational reward signal, nor fear the activation of “threat circuitry” …

[PDF][PDF] Construct validity in metacognition research: balancing the tightrope between rigor of measurement and breadth of construct

S Katyal, S Fleming - 2023 - researchgate.net
Foundational work in the psychology of metacognition identified a distinction between
metacognitive knowledge (stable beliefs about one's capacities) and metacognitive …