Literature DB >> 26513356

Individual consistency in the accuracy and distribution of confidence judgments.

Joaquín Ais1, Ariel Zylberberg2, Pablo Barttfeld3, Mariano Sigman4.   

Abstract

We examine which aspects of the confidence distributions - its shape, its bias toward higher or lower values, and its ability to distinguish correct from erred trials - are idiosyncratic of the who (individual specificity), the when (variability across days) and the what (task specificity). Measuring confidence across different sessions of four different perceptual tasks we show that: (1) Confidence distributions are virtually identical when measured in different days for the same subject and the same task, constituting a subjective fingerprint, (2) The capacity of confidence reports to distinguish correct from incorrect responses is only modestly (but significantly) correlated when compared across tasks, (3) Confidence distributions are very similar for tasks that involve different sensory modalities but have similar structure, (4) Confidence accuracy is independent of the mean and width of the confidence distribution, (5) The mean of the confidence distribution (an individual's confidence bias) constitutes the most efficient indicator to infer a subject's identity from confidence reports and (6) Confidence bias measured in simple perceptual decisions correlates with an individual's optimism bias measured with standard questionnaire.
Copyright © 2015 Elsevier B.V. All rights reserved.

Keywords:  Confidence; Metacognitive judgments; Perceptual decisions; Psychophysics

Mesh:

Year:  2015        PMID: 26513356     DOI: 10.1016/j.cognition.2015.10.006

Source DB:  PubMed          Journal:  Cognition        ISSN: 0010-0277


  33 in total

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Authors:  Jason Samaha; Bradley R Postle
Journal:  Proc Biol Sci       Date:  2017-11-29       Impact factor: 5.349

2.  Behavior- and Modality-General Representation of Confidence in Orbitofrontal Cortex.

Authors:  Paul Masset; Torben Ott; Armin Lak; Junya Hirokawa; Adam Kepecs
Journal:  Cell       Date:  2020-06-05       Impact factor: 41.582

3.  Are you confident enough to act? Individual differences in action control are associated with post-decisional metacognitive bias.

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Journal:  PLoS One       Date:  2022-06-01       Impact factor: 3.752

4.  Metacognitive impairment in active cocaine use disorder is associated with individual differences in brain structure.

Authors:  Scott J Moeller; Stephen M Fleming; Gabriela Gan; Anna Zilverstand; Pias Malaker; Federico d'Oleire Uquillas; Kristin E Schneider; Rebecca N Preston-Campbell; Muhammad A Parvaz; Thomas Maloney; Nelly Alia-Klein; Rita Z Goldstein
Journal:  Eur Neuropsychopharmacol       Date:  2016-02-10       Impact factor: 4.600

5.  Suboptimality in Perceptual Decision Making.

Authors:  Dobromir Rahnev; Rachel N Denison
Journal:  Behav Brain Sci       Date:  2018-02-27       Impact factor: 12.579

Review 6.  Sources of Metacognitive Inefficiency.

Authors:  Medha Shekhar; Dobromir Rahnev
Journal:  Trends Cogn Sci       Date:  2020-11-16       Impact factor: 20.229

Review 7.  Making better decisions in groups.

Authors:  Dan Bang; Chris D Frith
Journal:  R Soc Open Sci       Date:  2017-08-16       Impact factor: 2.963

8.  HMeta-d: hierarchical Bayesian estimation of metacognitive efficiency from confidence ratings.

Authors:  Stephen M Fleming
Journal:  Neurosci Conscious       Date:  2017-04-22

Review 9.  Knowing Ourselves Together: The Cultural Origins of Metacognition.

Authors:  Cecilia Heyes; Dan Bang; Nicholas Shea; Christopher D Frith; Stephen M Fleming
Journal:  Trends Cogn Sci       Date:  2020-03-24       Impact factor: 20.229

10.  A common mechanism underlies changes of mind about decisions and confidence.

Authors:  Ronald van den Berg; Kavitha Anandalingam; Ariel Zylberberg; Roozbeh Kiani; Michael N Shadlen; Daniel M Wolpert
Journal:  Elife       Date:  2016-02-01       Impact factor: 8.140

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