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The influences and neural correlates of past and present during gambling in humans

During financial decision-making tasks, humans often make “rational” decisions, where they maximize expected reward. However, this rationality may compete with a bias that reflects past outcomes. That is, if one just lost money or won money, this may impact future decisions. It is unclear how past o...

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Autores principales: Sacré, Pierre, Subramanian, Sandya, Kerr, Matthew S. D., Kahn, Kevin, Johnson, Matthew A., Bulacio, Juan, González-Martínez, Jorge A., Sarma, Sridevi V., Gale, John T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719351/
https://www.ncbi.nlm.nih.gov/pubmed/29214997
http://dx.doi.org/10.1038/s41598-017-16862-9
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author Sacré, Pierre
Subramanian, Sandya
Kerr, Matthew S. D.
Kahn, Kevin
Johnson, Matthew A.
Bulacio, Juan
González-Martínez, Jorge A.
Sarma, Sridevi V.
Gale, John T.
author_facet Sacré, Pierre
Subramanian, Sandya
Kerr, Matthew S. D.
Kahn, Kevin
Johnson, Matthew A.
Bulacio, Juan
González-Martínez, Jorge A.
Sarma, Sridevi V.
Gale, John T.
author_sort Sacré, Pierre
collection PubMed
description During financial decision-making tasks, humans often make “rational” decisions, where they maximize expected reward. However, this rationality may compete with a bias that reflects past outcomes. That is, if one just lost money or won money, this may impact future decisions. It is unclear how past outcomes influence future decisions in humans, and how neural circuits encode present and past information. In this study, six human subjects performed a financial decision-making task while we recorded local field potentials from multiple brain structures. We constructed a model for each subject characterizing bets on each trial as a function of present and past information. The models suggest that some patients are more influenced by previous trial outcomes (i.e., previous return and risk) than others who stick to more fixed decision strategies. In addition, past return and present risk modulated with the activity in the cuneus; while present return and past risk modulated with the activity in the superior temporal gyrus and the angular gyrus, respectively. Our findings suggest that these structures play a role in decision-making beyond their classical functions by incorporating predictions and risks in humans’ decision strategy, and provide new insight into how humans link their internal biases to decisions.
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spelling pubmed-57193512017-12-08 The influences and neural correlates of past and present during gambling in humans Sacré, Pierre Subramanian, Sandya Kerr, Matthew S. D. Kahn, Kevin Johnson, Matthew A. Bulacio, Juan González-Martínez, Jorge A. Sarma, Sridevi V. Gale, John T. Sci Rep Article During financial decision-making tasks, humans often make “rational” decisions, where they maximize expected reward. However, this rationality may compete with a bias that reflects past outcomes. That is, if one just lost money or won money, this may impact future decisions. It is unclear how past outcomes influence future decisions in humans, and how neural circuits encode present and past information. In this study, six human subjects performed a financial decision-making task while we recorded local field potentials from multiple brain structures. We constructed a model for each subject characterizing bets on each trial as a function of present and past information. The models suggest that some patients are more influenced by previous trial outcomes (i.e., previous return and risk) than others who stick to more fixed decision strategies. In addition, past return and present risk modulated with the activity in the cuneus; while present return and past risk modulated with the activity in the superior temporal gyrus and the angular gyrus, respectively. Our findings suggest that these structures play a role in decision-making beyond their classical functions by incorporating predictions and risks in humans’ decision strategy, and provide new insight into how humans link their internal biases to decisions. Nature Publishing Group UK 2017-12-07 /pmc/articles/PMC5719351/ /pubmed/29214997 http://dx.doi.org/10.1038/s41598-017-16862-9 Text en © The Author(s) 2017 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
Sacré, Pierre
Subramanian, Sandya
Kerr, Matthew S. D.
Kahn, Kevin
Johnson, Matthew A.
Bulacio, Juan
González-Martínez, Jorge A.
Sarma, Sridevi V.
Gale, John T.
The influences and neural correlates of past and present during gambling in humans
title The influences and neural correlates of past and present during gambling in humans
title_full The influences and neural correlates of past and present during gambling in humans
title_fullStr The influences and neural correlates of past and present during gambling in humans
title_full_unstemmed The influences and neural correlates of past and present during gambling in humans
title_short The influences and neural correlates of past and present during gambling in humans
title_sort influences and neural correlates of past and present during gambling in humans
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5719351/
https://www.ncbi.nlm.nih.gov/pubmed/29214997
http://dx.doi.org/10.1038/s41598-017-16862-9
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