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A common mechanism underlies changes of mind about decisions and confidence

Decisions are accompanied by a degree of confidence that a selected option is correct. A sequential sampling framework explains the speed and accuracy of decisions and extends naturally to the confidence that the decision rendered is likely to be correct. However, discrepancies between confidence an...

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Autores principales: van den Berg, Ronald, Anandalingam, Kavitha, Zylberberg, Ariel, Kiani, Roozbeh, Shadlen, Michael N, Wolpert, Daniel M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4798971/
https://www.ncbi.nlm.nih.gov/pubmed/26829590
http://dx.doi.org/10.7554/eLife.12192
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author van den Berg, Ronald
Anandalingam, Kavitha
Zylberberg, Ariel
Kiani, Roozbeh
Shadlen, Michael N
Wolpert, Daniel M
author_facet van den Berg, Ronald
Anandalingam, Kavitha
Zylberberg, Ariel
Kiani, Roozbeh
Shadlen, Michael N
Wolpert, Daniel M
author_sort van den Berg, Ronald
collection PubMed
description Decisions are accompanied by a degree of confidence that a selected option is correct. A sequential sampling framework explains the speed and accuracy of decisions and extends naturally to the confidence that the decision rendered is likely to be correct. However, discrepancies between confidence and accuracy suggest that confidence might be supported by mechanisms dissociated from the decision process. Here we show that this discrepancy can arise naturally because of simple processing delays. When participants were asked to report choice and confidence simultaneously, their confidence, reaction time and a perceptual decision about motion were explained by bounded evidence accumulation. However, we also observed revisions of the initial choice and/or confidence. These changes of mind were explained by a continuation of the mechanism that led to the initial choice. Our findings extend the sequential sampling framework to vacillation about confidence and invites caution in interpreting dissociations between confidence and accuracy. DOI: http://dx.doi.org/10.7554/eLife.12192.001
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spelling pubmed-47989712016-03-21 A common mechanism underlies changes of mind about decisions and confidence van den Berg, Ronald Anandalingam, Kavitha Zylberberg, Ariel Kiani, Roozbeh Shadlen, Michael N Wolpert, Daniel M eLife Neuroscience Decisions are accompanied by a degree of confidence that a selected option is correct. A sequential sampling framework explains the speed and accuracy of decisions and extends naturally to the confidence that the decision rendered is likely to be correct. However, discrepancies between confidence and accuracy suggest that confidence might be supported by mechanisms dissociated from the decision process. Here we show that this discrepancy can arise naturally because of simple processing delays. When participants were asked to report choice and confidence simultaneously, their confidence, reaction time and a perceptual decision about motion were explained by bounded evidence accumulation. However, we also observed revisions of the initial choice and/or confidence. These changes of mind were explained by a continuation of the mechanism that led to the initial choice. Our findings extend the sequential sampling framework to vacillation about confidence and invites caution in interpreting dissociations between confidence and accuracy. DOI: http://dx.doi.org/10.7554/eLife.12192.001 eLife Sciences Publications, Ltd 2016-02-01 /pmc/articles/PMC4798971/ /pubmed/26829590 http://dx.doi.org/10.7554/eLife.12192 Text en © 2016, van den Berg et al http://creativecommons.org/licenses/by/4.0/ This article is distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Neuroscience
van den Berg, Ronald
Anandalingam, Kavitha
Zylberberg, Ariel
Kiani, Roozbeh
Shadlen, Michael N
Wolpert, Daniel M
A common mechanism underlies changes of mind about decisions and confidence
title A common mechanism underlies changes of mind about decisions and confidence
title_full A common mechanism underlies changes of mind about decisions and confidence
title_fullStr A common mechanism underlies changes of mind about decisions and confidence
title_full_unstemmed A common mechanism underlies changes of mind about decisions and confidence
title_short A common mechanism underlies changes of mind about decisions and confidence
title_sort common mechanism underlies changes of mind about decisions and confidence
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4798971/
https://www.ncbi.nlm.nih.gov/pubmed/26829590
http://dx.doi.org/10.7554/eLife.12192
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