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Inertia and Decision Making

Decision inertia is the tendency to repeat previous choices independently of the outcome, which can give rise to perseveration in suboptimal choices. We investigate this tendency in probability-updating tasks. Study 1 shows that, whenever decision inertia conflicts with normatively optimal behavior...

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Autores principales: Alós-Ferrer, Carlos, Hügelschäfer, Sabine, Li, Jiahui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4754398/
https://www.ncbi.nlm.nih.gov/pubmed/26909061
http://dx.doi.org/10.3389/fpsyg.2016.00169
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author Alós-Ferrer, Carlos
Hügelschäfer, Sabine
Li, Jiahui
author_facet Alós-Ferrer, Carlos
Hügelschäfer, Sabine
Li, Jiahui
author_sort Alós-Ferrer, Carlos
collection PubMed
description Decision inertia is the tendency to repeat previous choices independently of the outcome, which can give rise to perseveration in suboptimal choices. We investigate this tendency in probability-updating tasks. Study 1 shows that, whenever decision inertia conflicts with normatively optimal behavior (Bayesian updating), error rates are larger and decisions are slower. This is consistent with a dual-process view of decision inertia as an automatic process conflicting with a more rational, controlled one. We find evidence of decision inertia in both required and autonomous decisions, but the effect of inertia is more clear in the latter. Study 2 considers more complex decision situations where further conflict arises due to reinforcement processes. We find the same effects of decision inertia when reinforcement is aligned with Bayesian updating, but if the two latter processes conflict, the effects are limited to autonomous choices. Additionally, both studies show that the tendency to rely on decision inertia is positively associated with preference for consistency.
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spelling pubmed-47543982016-02-23 Inertia and Decision Making Alós-Ferrer, Carlos Hügelschäfer, Sabine Li, Jiahui Front Psychol Neuroscience Decision inertia is the tendency to repeat previous choices independently of the outcome, which can give rise to perseveration in suboptimal choices. We investigate this tendency in probability-updating tasks. Study 1 shows that, whenever decision inertia conflicts with normatively optimal behavior (Bayesian updating), error rates are larger and decisions are slower. This is consistent with a dual-process view of decision inertia as an automatic process conflicting with a more rational, controlled one. We find evidence of decision inertia in both required and autonomous decisions, but the effect of inertia is more clear in the latter. Study 2 considers more complex decision situations where further conflict arises due to reinforcement processes. We find the same effects of decision inertia when reinforcement is aligned with Bayesian updating, but if the two latter processes conflict, the effects are limited to autonomous choices. Additionally, both studies show that the tendency to rely on decision inertia is positively associated with preference for consistency. Frontiers Media S.A. 2016-02-16 /pmc/articles/PMC4754398/ /pubmed/26909061 http://dx.doi.org/10.3389/fpsyg.2016.00169 Text en Copyright © 2016 Alós-Ferrer, Hügelschäfer and Li. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Alós-Ferrer, Carlos
Hügelschäfer, Sabine
Li, Jiahui
Inertia and Decision Making
title Inertia and Decision Making
title_full Inertia and Decision Making
title_fullStr Inertia and Decision Making
title_full_unstemmed Inertia and Decision Making
title_short Inertia and Decision Making
title_sort inertia and decision making
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4754398/
https://www.ncbi.nlm.nih.gov/pubmed/26909061
http://dx.doi.org/10.3389/fpsyg.2016.00169
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