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The importance of urgency in decision making based on dynamic information

A standard view in the literature is that decisions are the result of a process that accumulates evidence in favor of each alternative until such accumulation reaches a threshold and a decision is made. However, this view has been recently questioned by an alternative proposal that suggests that, in...

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Detalles Bibliográficos
Autores principales: Ferrucci, Lorenzo, Genovesio, Aldo, Marcos, Encarni
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8516247/
https://www.ncbi.nlm.nih.gov/pubmed/34606494
http://dx.doi.org/10.1371/journal.pcbi.1009455
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author Ferrucci, Lorenzo
Genovesio, Aldo
Marcos, Encarni
author_facet Ferrucci, Lorenzo
Genovesio, Aldo
Marcos, Encarni
author_sort Ferrucci, Lorenzo
collection PubMed
description A standard view in the literature is that decisions are the result of a process that accumulates evidence in favor of each alternative until such accumulation reaches a threshold and a decision is made. However, this view has been recently questioned by an alternative proposal that suggests that, instead of accumulated, evidence is combined with an urgency signal. Both theories have been mathematically formalized and supported by a variety of decision-making tasks with constant information. However, recently, tasks with changing information have shown to be more effective to study the dynamics of decision making. Recent research using one of such tasks, the tokens task, has shown that decisions are better described by an urgency mechanism than by an accumulation one. However, the results of that study could depend on a task where all fundamental information was noiseless and always present, favoring a mechanism of non-integration, such as the urgency one. Here, we wanted to address whether the same conclusions were also supported by an experimental paradigm in which sensory evidence was removed shortly after it was provided, making working memory necessary to properly perform the task. Here, we show that, under such condition, participants’ behavior could be explained by an urgency-gating mechanism that low-pass filters the mnemonic information and combines it with an urgency signal that grows with time but not by an accumulation process that integrates the same mnemonic information. Thus, our study supports the idea that, under certain situations with dynamic sensory information, decisions are better explained by an urgency-gating mechanism than by an accumulation one.
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spelling pubmed-85162472021-10-15 The importance of urgency in decision making based on dynamic information Ferrucci, Lorenzo Genovesio, Aldo Marcos, Encarni PLoS Comput Biol Research Article A standard view in the literature is that decisions are the result of a process that accumulates evidence in favor of each alternative until such accumulation reaches a threshold and a decision is made. However, this view has been recently questioned by an alternative proposal that suggests that, instead of accumulated, evidence is combined with an urgency signal. Both theories have been mathematically formalized and supported by a variety of decision-making tasks with constant information. However, recently, tasks with changing information have shown to be more effective to study the dynamics of decision making. Recent research using one of such tasks, the tokens task, has shown that decisions are better described by an urgency mechanism than by an accumulation one. However, the results of that study could depend on a task where all fundamental information was noiseless and always present, favoring a mechanism of non-integration, such as the urgency one. Here, we wanted to address whether the same conclusions were also supported by an experimental paradigm in which sensory evidence was removed shortly after it was provided, making working memory necessary to properly perform the task. Here, we show that, under such condition, participants’ behavior could be explained by an urgency-gating mechanism that low-pass filters the mnemonic information and combines it with an urgency signal that grows with time but not by an accumulation process that integrates the same mnemonic information. Thus, our study supports the idea that, under certain situations with dynamic sensory information, decisions are better explained by an urgency-gating mechanism than by an accumulation one. Public Library of Science 2021-10-04 /pmc/articles/PMC8516247/ /pubmed/34606494 http://dx.doi.org/10.1371/journal.pcbi.1009455 Text en © 2021 Ferrucci et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Ferrucci, Lorenzo
Genovesio, Aldo
Marcos, Encarni
The importance of urgency in decision making based on dynamic information
title The importance of urgency in decision making based on dynamic information
title_full The importance of urgency in decision making based on dynamic information
title_fullStr The importance of urgency in decision making based on dynamic information
title_full_unstemmed The importance of urgency in decision making based on dynamic information
title_short The importance of urgency in decision making based on dynamic information
title_sort importance of urgency in decision making based on dynamic information
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8516247/
https://www.ncbi.nlm.nih.gov/pubmed/34606494
http://dx.doi.org/10.1371/journal.pcbi.1009455
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