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Risk aversion in the adjustment of speed-accuracy tradeoff depending on time constraints

Humans are often required to make decisions under time constraints and to adjust speed-accuracy tradeoff (SAT) based on time constraints. Previous studies have investigated how humans adjust SAT depending on the time discount rate of expected gain. Although the expected gain of actions can be determ...

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Autores principales: Onagawa, Ryoji, Shinya, Masahiro, Ota, Keiji, Kudo, Kazutoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692412/
https://www.ncbi.nlm.nih.gov/pubmed/31409813
http://dx.doi.org/10.1038/s41598-019-48052-0
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author Onagawa, Ryoji
Shinya, Masahiro
Ota, Keiji
Kudo, Kazutoshi
author_facet Onagawa, Ryoji
Shinya, Masahiro
Ota, Keiji
Kudo, Kazutoshi
author_sort Onagawa, Ryoji
collection PubMed
description Humans are often required to make decisions under time constraints and to adjust speed-accuracy tradeoff (SAT) based on time constraints. Previous studies have investigated how humans adjust SAT depending on the time discount rate of expected gain. Although the expected gain of actions can be determined by both gain and probability, only situations where gain decreases over time have been tested. Considering the effect of risk on decision-making, the difference in time discount factors may modulate the response strategies for SAT, since temporal changes in variance of possible outcomes differ when gain or probability decreases over time. Here, we investigated the response strategies for SAT under different time discount factors. Participants were required to select one of the two options with different initial values in situations where the expected gain of options declined over time by a linear decrease in gain or probability. Comparison of response strategies between conditions revealed that response times in the gain condition were longer than those in the probability condition, possibly due to risk-aversion. These findings indicate the existence of common rules underpinning sensorimotor and economic decision-making.
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spelling pubmed-66924122019-08-19 Risk aversion in the adjustment of speed-accuracy tradeoff depending on time constraints Onagawa, Ryoji Shinya, Masahiro Ota, Keiji Kudo, Kazutoshi Sci Rep Article Humans are often required to make decisions under time constraints and to adjust speed-accuracy tradeoff (SAT) based on time constraints. Previous studies have investigated how humans adjust SAT depending on the time discount rate of expected gain. Although the expected gain of actions can be determined by both gain and probability, only situations where gain decreases over time have been tested. Considering the effect of risk on decision-making, the difference in time discount factors may modulate the response strategies for SAT, since temporal changes in variance of possible outcomes differ when gain or probability decreases over time. Here, we investigated the response strategies for SAT under different time discount factors. Participants were required to select one of the two options with different initial values in situations where the expected gain of options declined over time by a linear decrease in gain or probability. Comparison of response strategies between conditions revealed that response times in the gain condition were longer than those in the probability condition, possibly due to risk-aversion. These findings indicate the existence of common rules underpinning sensorimotor and economic decision-making. Nature Publishing Group UK 2019-08-13 /pmc/articles/PMC6692412/ /pubmed/31409813 http://dx.doi.org/10.1038/s41598-019-48052-0 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Onagawa, Ryoji
Shinya, Masahiro
Ota, Keiji
Kudo, Kazutoshi
Risk aversion in the adjustment of speed-accuracy tradeoff depending on time constraints
title Risk aversion in the adjustment of speed-accuracy tradeoff depending on time constraints
title_full Risk aversion in the adjustment of speed-accuracy tradeoff depending on time constraints
title_fullStr Risk aversion in the adjustment of speed-accuracy tradeoff depending on time constraints
title_full_unstemmed Risk aversion in the adjustment of speed-accuracy tradeoff depending on time constraints
title_short Risk aversion in the adjustment of speed-accuracy tradeoff depending on time constraints
title_sort risk aversion in the adjustment of speed-accuracy tradeoff depending on time constraints
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6692412/
https://www.ncbi.nlm.nih.gov/pubmed/31409813
http://dx.doi.org/10.1038/s41598-019-48052-0
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