Literature DB >> 25716847

Shared neural markers of decision confidence and error detection.

Annika Boldt1, Nick Yeung2.   

Abstract

Empirical evidence indicates that people can provide accurate evaluations of their own thoughts and actions by means of both error detection and confidence judgments. This study investigates the foundations of these metacognitive abilities, specifically focusing on the relationship between confidence and error judgments in human perceptual decision making. Electroencephalography studies have identified the error positivity (Pe)--an event-related component observed following incorrect choices--as a robust neural index of participants' awareness of their errors in simple decision tasks. Here we assessed whether the Pe also varies in a graded way with participants' subjective ratings of decision confidence, as expressed on a 6-point scale after each trial of a dot count perceptual decision task. We observed clear, graded modulation of the Pe by confidence, with monotonic reduction in Pe amplitude associated with increasing confidence in the preceding choice. This effect was independent of objective accuracy. Multivariate decoding analyses indicated that neural markers of error detection were predictive of varying levels of confidence in correct decisions, including subtle shifts in high-confidence trials. These results suggest that shared mechanisms underlie two forms of metacognitive evaluation that are often treated separately, with consequent implications for current theories of their neurocognitive basis.
Copyright © 2015 Boldt and Yeung.

Entities:  

Keywords:  cognitive control; confidence; decision making; error monitoring; error positivity; metacognition

Mesh:

Year:  2015        PMID: 25716847      PMCID: PMC4339357          DOI: 10.1523/JNEUROSCI.0797-14.2015

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  18 in total

1.  Executive attention and metacognitive regulation.

Authors:  D Fernandez-Duque; J A Baird; M I Posner
Journal:  Conscious Cogn       Date:  2000-06

2.  Response accuracy rating modulates ERN and Pe amplitudes.

Authors:  Rosa Grützmann; Tanja Endrass; Julia Klawohn; Norbert Kathmann
Journal:  Biol Psychol       Date:  2013-10-31       Impact factor: 3.251

3.  Probing the locus of confidence judgments: experiments on the time to determine confidence.

Authors:  J V Baranski; W M Petrusic
Journal:  J Exp Psychol Hum Percept Perform       Date:  1998-06       Impact factor: 3.332

4.  Evoked potential correlates of auditory signal detection.

Authors:  S A Hillyard; K C Squires; J W Bauer; P H Lindsay
Journal:  Science       Date:  1971-06-25       Impact factor: 47.728

5.  Some errors of perceptual analysis in visual search can be detected and corrected.

Authors:  P Rabbitt; G Cumming; S Vyas
Journal:  Q J Exp Psychol       Date:  1978-05       Impact factor: 2.143

6.  Effects of alternating set for speed or accuracy on response time, accuracy and confidence in a unidimensional discrimination task.

Authors:  D Vickers; J Packer
Journal:  Acta Psychol (Amst)       Date:  1982-03

7.  Error-related brain potentials are differentially related to awareness of response errors: evidence from an antisaccade task.

Authors:  S Nieuwenhuis; K R Ridderinkhof; J Blom; G P Band; A Kok
Journal:  Psychophysiology       Date:  2001-09       Impact factor: 4.016

8.  Decision processes in human performance monitoring.

Authors:  Marco Steinhauser; Nick Yeung
Journal:  J Neurosci       Date:  2010-11-17       Impact factor: 6.167

9.  Distinct brain mechanisms for conscious versus subliminal error detection.

Authors:  Lucie Charles; Filip Van Opstal; Sébastien Marti; Stanislas Dehaene
Journal:  Neuroimage       Date:  2013-02-04       Impact factor: 6.556

10.  The construction of confidence in a perceptual decision.

Authors:  Ariel Zylberberg; Pablo Barttfeld; Mariano Sigman
Journal:  Front Integr Neurosci       Date:  2012-09-21
View more
  51 in total

1.  Perceptual Salience and Reward Both Influence Feedback-Related Neural Activity Arising from Choice.

Authors:  Bin Lou; Wha-Yin Hsu; Paul Sajda
Journal:  J Neurosci       Date:  2015-09-23       Impact factor: 6.167

2.  Confidence predicts speed-accuracy tradeoff for subsequent decisions.

Authors:  Kobe Desender; Annika Boldt; Tom Verguts; Tobias H Donner
Journal:  Elife       Date:  2019-08-20       Impact factor: 8.140

3.  Brain networks for confidence weighting and hierarchical inference during probabilistic learning.

Authors:  Florent Meyniel; Stanislas Dehaene
Journal:  Proc Natl Acad Sci U S A       Date:  2017-04-24       Impact factor: 11.205

Review 4.  Monitoring and control in multitasking.

Authors:  Stefanie Schuch; David Dignath; Marco Steinhauser; Markus Janczyk
Journal:  Psychon Bull Rev       Date:  2019-02

5.  Common mechanisms in error monitoring and action effect monitoring.

Authors:  Robert Steinhauser; Robert Wirth; Wilfried Kunde; Markus Janczyk; Marco Steinhauser
Journal:  Cogn Affect Behav Neurosci       Date:  2018-12       Impact factor: 3.282

6.  Error monitoring is related to processing internal affective states.

Authors:  Martin E Maier; Cristina Scarpazza; Francesca Starita; Roberto Filogamo; Elisabetta Làdavas
Journal:  Cogn Affect Behav Neurosci       Date:  2016-12       Impact factor: 3.282

7.  Disentangling the origins of confidence in speeded perceptual judgments through multimodal imaging.

Authors:  Michael Pereira; Nathan Faivre; Iñaki Iturrate; Marco Wirthlin; Luana Serafini; Stéphanie Martin; Arnaud Desvachez; Olaf Blanke; Dimitri Van De Ville; José Del R Millán
Journal:  Proc Natl Acad Sci U S A       Date:  2020-04-01       Impact factor: 11.205

8.  Frontal scalp potentials foretell perceptual choice confidence.

Authors:  Koeun Lim; Wei Wang; Daniel M Merfeld
Journal:  J Neurophysiol       Date:  2020-03-25       Impact factor: 2.714

9.  Response-based outcome predictions and confidence regulate feedback processing and learning.

Authors:  Romy Frömer; Matthew R Nassar; Rasmus Bruckner; Birgit Stürmer; Werner Sommer; Nick Yeung
Journal:  Elife       Date:  2021-04-30       Impact factor: 8.140

10.  A condition-independent framework for the classification of error-related brain activity.

Authors:  Ioannis Kakkos; Errikos M Ventouras; Pantelis A Asvestas; Irene S Karanasiou; George K Matsopoulos
Journal:  Med Biol Eng Comput       Date:  2020-01-09       Impact factor: 2.602

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.