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 …

The nature of metacognitive inefficiency in perceptual decision making.

M Shekhar, D Rahnev - Psychological review, 2021 - psycnet.apa.org
Humans have the metacognitive ability to judge the accuracy of their own decisions via
confidence ratings. A substantial body of research has demonstrated that human …

[HTML][HTML] Is there a G factor for metacognition? Correlations in retrospective metacognitive sensitivity across tasks.

A Mazancieux, SM Fleming, C Souchay… - Journal of …, 2020 - psycnet.apa.org
Is metacognition a general resource shared across domains? Previous research has
documented consistent biases in judgments across tasks. In contrast, there is debate …

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

M Shekhar, D Rahnev - 2022 - osf.io
Humans have the metacognitive ability to assess the accuracy of their decisions via
confidence judgments. Several computational models of confidence have been developed …

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

M Shekhar, D Rahnev - Journal of Experimental Psychology …, 2023 - 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 …

Evaluating false positive rates of standard and hierarchical measures of metacognitive accuracy

M Rausch, M Zehetleitner - Metacognition and Learning, 2023 - Springer
A key aspect of metacognition is metacognitive accuracy, ie, the degree to which confidence
judgments differentiate between correct and incorrect trials. To quantify metacognitive …

Confidence and decision type under matched stimulus conditions: Overconfidence in perceptual but not conceptual decisions

S Kvidera, W Koutstaal - Journal of Behavioral Decision Making, 2008 - Wiley Online Library
Within the domain of metacognition, there is disagreement whether different processes
underlie evaluations of confidence in perceptual versus conceptual decisions. The …

Metacognitive information theory

P Dayan - Open Mind, 2023 - direct.mit.edu
The capacity that subjects have to rate confidence in their choices is a form of metacognition,
and can be assessed according to bias, sensitivity and efficiency. Rich networks of domain …

Retrospective confidence judgments across tasks: domain-general processes underlying metacognitive accuracy

Is metacognition a general resource shared across domains? Previous research has
documented consistent biases in confidence judgments across tasks. However, the ability to …

The accuracy of meta-metacognitive judgments: Regulating the realism of confidence

S Buratti, CM Allwood - Cognitive processing, 2012 - Springer
Can people improve the realism of their confidence judgments about the correctness of their
episodic memory reports by deselecting the least realistic judgments? An assumption of …