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Quantifying the cost of decision fatigue: suboptimal risk decisions in finance

Making decisions over extended periods of time is cognitively taxing and can lead to decision fatigue, which is linked to a preference for the ‘default’ option, namely whatever decision involves relatively little cognitive effort. Such effects have been demonstrated across a number of applied settin...

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Detalles Bibliográficos
Autores principales: Baer, Tobias, Schnall, Simone
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8097195/
https://www.ncbi.nlm.nih.gov/pubmed/34035942
http://dx.doi.org/10.1098/rsos.201059
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author Baer, Tobias
Schnall, Simone
author_facet Baer, Tobias
Schnall, Simone
author_sort Baer, Tobias
collection PubMed
description Making decisions over extended periods of time is cognitively taxing and can lead to decision fatigue, which is linked to a preference for the ‘default’ option, namely whatever decision involves relatively little cognitive effort. Such effects have been demonstrated across a number of applied settings, including forensic and clinical contexts. Previous research, however, has not quantified the cost of such suboptimal decisions. We assessed the magnitude of the negative consequences of decision fatigue in the finance sector. Using 26 501 credit loan applications evaluated by credit officers of a major bank, we show that in this real-life financial risk-taking context credit loan approvals across the course of a day decreased during midday compared with early or later in the workday, reflecting a preference for the default option. To quantify the economic loss associated with such decision variability, we then modelled the bank's additional credit collection if all decisions had been made during early morning levels of approval. This would have resulted in $509 023 extra revenue for the bank, for one month. Thus, we provide further evidence that is consistent with a pattern of decision fatigue, and that it can have a substantial negative impact in the finance sector that warrants considerations to counteract it.
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spelling pubmed-80971952021-05-24 Quantifying the cost of decision fatigue: suboptimal risk decisions in finance Baer, Tobias Schnall, Simone R Soc Open Sci Psychology and Cognitive Neuroscience Making decisions over extended periods of time is cognitively taxing and can lead to decision fatigue, which is linked to a preference for the ‘default’ option, namely whatever decision involves relatively little cognitive effort. Such effects have been demonstrated across a number of applied settings, including forensic and clinical contexts. Previous research, however, has not quantified the cost of such suboptimal decisions. We assessed the magnitude of the negative consequences of decision fatigue in the finance sector. Using 26 501 credit loan applications evaluated by credit officers of a major bank, we show that in this real-life financial risk-taking context credit loan approvals across the course of a day decreased during midday compared with early or later in the workday, reflecting a preference for the default option. To quantify the economic loss associated with such decision variability, we then modelled the bank's additional credit collection if all decisions had been made during early morning levels of approval. This would have resulted in $509 023 extra revenue for the bank, for one month. Thus, we provide further evidence that is consistent with a pattern of decision fatigue, and that it can have a substantial negative impact in the finance sector that warrants considerations to counteract it. The Royal Society 2021-05-05 /pmc/articles/PMC8097195/ /pubmed/34035942 http://dx.doi.org/10.1098/rsos.201059 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited.
spellingShingle Psychology and Cognitive Neuroscience
Baer, Tobias
Schnall, Simone
Quantifying the cost of decision fatigue: suboptimal risk decisions in finance
title Quantifying the cost of decision fatigue: suboptimal risk decisions in finance
title_full Quantifying the cost of decision fatigue: suboptimal risk decisions in finance
title_fullStr Quantifying the cost of decision fatigue: suboptimal risk decisions in finance
title_full_unstemmed Quantifying the cost of decision fatigue: suboptimal risk decisions in finance
title_short Quantifying the cost of decision fatigue: suboptimal risk decisions in finance
title_sort quantifying the cost of decision fatigue: suboptimal risk decisions in finance
topic Psychology and Cognitive Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8097195/
https://www.ncbi.nlm.nih.gov/pubmed/34035942
http://dx.doi.org/10.1098/rsos.201059
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