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Decisions from Experience: Adaptive Information Search and Choice in Younger and Older Adults
In real-world decision making, choice outcomes, and their probabilities are often not known a priori but must be learned from experience. The dopamine hypothesis of cognitive aging predicts that component processes of experience-based decision making (information search and stimulus–reward associati...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Research Foundation
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3303111/ https://www.ncbi.nlm.nih.gov/pubmed/22435046 http://dx.doi.org/10.3389/fnins.2012.00036 |
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author | Spaniol, Julia Wegier, Pete |
author_facet | Spaniol, Julia Wegier, Pete |
author_sort | Spaniol, Julia |
collection | PubMed |
description | In real-world decision making, choice outcomes, and their probabilities are often not known a priori but must be learned from experience. The dopamine hypothesis of cognitive aging predicts that component processes of experience-based decision making (information search and stimulus–reward association learning) decline with age. Many existing studies in this domain have used complex neuropsychological tasks that are not optimal for testing predictions about specific cognitive processes. Here we used an experimental sampling paradigm with real monetary payoffs that provided separate measures of information search and choice for gains and losses. Compared with younger adults, older adults sought less information about uncertain risky options. However, like younger adults, older participants also showed evidence of adaptive decision making. When the desirable outcome of the risky option was rare (p = 0.10 or 0.20), both age groups engaged in more information search and made fewer risky choices, compared with when the desirable outcome of the risky option was frequent (p = 0.80 or 0.90). Furthermore, loss options elicited more sampling and greater modulation of risk taking, compared with gain options. Overall, these findings support predictions of the dopamine hypothesis of cognitive aging, but they also highlight the need for additional research into the interaction of age and valence (gain vs. loss) on experience-based choice. |
format | Online Article Text |
id | pubmed-3303111 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Frontiers Research Foundation |
record_format | MEDLINE/PubMed |
spelling | pubmed-33031112012-03-20 Decisions from Experience: Adaptive Information Search and Choice in Younger and Older Adults Spaniol, Julia Wegier, Pete Front Neurosci Neuroscience In real-world decision making, choice outcomes, and their probabilities are often not known a priori but must be learned from experience. The dopamine hypothesis of cognitive aging predicts that component processes of experience-based decision making (information search and stimulus–reward association learning) decline with age. Many existing studies in this domain have used complex neuropsychological tasks that are not optimal for testing predictions about specific cognitive processes. Here we used an experimental sampling paradigm with real monetary payoffs that provided separate measures of information search and choice for gains and losses. Compared with younger adults, older adults sought less information about uncertain risky options. However, like younger adults, older participants also showed evidence of adaptive decision making. When the desirable outcome of the risky option was rare (p = 0.10 or 0.20), both age groups engaged in more information search and made fewer risky choices, compared with when the desirable outcome of the risky option was frequent (p = 0.80 or 0.90). Furthermore, loss options elicited more sampling and greater modulation of risk taking, compared with gain options. Overall, these findings support predictions of the dopamine hypothesis of cognitive aging, but they also highlight the need for additional research into the interaction of age and valence (gain vs. loss) on experience-based choice. Frontiers Research Foundation 2012-03-14 /pmc/articles/PMC3303111/ /pubmed/22435046 http://dx.doi.org/10.3389/fnins.2012.00036 Text en Copyright © 2012 Spaniol and Wegier. http://www.frontiersin.org/licenseagreement This is an open-access article distributed under the terms of the Creative Commons Attribution Non Commercial License, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited. |
spellingShingle | Neuroscience Spaniol, Julia Wegier, Pete Decisions from Experience: Adaptive Information Search and Choice in Younger and Older Adults |
title | Decisions from Experience: Adaptive Information Search and Choice in Younger and Older Adults |
title_full | Decisions from Experience: Adaptive Information Search and Choice in Younger and Older Adults |
title_fullStr | Decisions from Experience: Adaptive Information Search and Choice in Younger and Older Adults |
title_full_unstemmed | Decisions from Experience: Adaptive Information Search and Choice in Younger and Older Adults |
title_short | Decisions from Experience: Adaptive Information Search and Choice in Younger and Older Adults |
title_sort | decisions from experience: adaptive information search and choice in younger and older adults |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3303111/ https://www.ncbi.nlm.nih.gov/pubmed/22435046 http://dx.doi.org/10.3389/fnins.2012.00036 |
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