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Older adults process the probability of winning sooner but weigh it less during lottery decisions

Empirical evidence has shown that visually enhancing the saliency of reward probabilities can ease the cognitive demands of value comparisons and improve value-based decisions in old age. In the present study, we used a time-varying drift diffusion model that includes starting time parameters to bet...

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Autores principales: Chen, Hsiang-Yu, Lombardi, Gaia, Li, Shu-Chen, Hare, Todd A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9256676/
https://www.ncbi.nlm.nih.gov/pubmed/35790772
http://dx.doi.org/10.1038/s41598-022-15432-y
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author Chen, Hsiang-Yu
Lombardi, Gaia
Li, Shu-Chen
Hare, Todd A.
author_facet Chen, Hsiang-Yu
Lombardi, Gaia
Li, Shu-Chen
Hare, Todd A.
author_sort Chen, Hsiang-Yu
collection PubMed
description Empirical evidence has shown that visually enhancing the saliency of reward probabilities can ease the cognitive demands of value comparisons and improve value-based decisions in old age. In the present study, we used a time-varying drift diffusion model that includes starting time parameters to better understand (1) how increasing the saliency of reward probabilities may affect the dynamics of value-based decision-making and (2) how these effects may interact with age. We examined choices made by younger and older adults in a mixed lottery choice task. On a subset of trials, we used a color-coding scheme to highlight the saliency of reward probabilities, which served as a decision-aid. The results showed that, in control trials, older adults started to consider probability relative to magnitude information sooner than younger adults, but that their evidence accumulation processes were less sensitive to reward probabilities than that of younger adults. This may indicate a noisier and more stochastic information accumulation process during value-based decisions in old age. The decision-aid increased the influence of probability information on evidence accumulation rates in both age groups, but did not alter the relative timing of accumulation for probability versus magnitude in either group.
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spelling pubmed-92566762022-07-07 Older adults process the probability of winning sooner but weigh it less during lottery decisions Chen, Hsiang-Yu Lombardi, Gaia Li, Shu-Chen Hare, Todd A. Sci Rep Article Empirical evidence has shown that visually enhancing the saliency of reward probabilities can ease the cognitive demands of value comparisons and improve value-based decisions in old age. In the present study, we used a time-varying drift diffusion model that includes starting time parameters to better understand (1) how increasing the saliency of reward probabilities may affect the dynamics of value-based decision-making and (2) how these effects may interact with age. We examined choices made by younger and older adults in a mixed lottery choice task. On a subset of trials, we used a color-coding scheme to highlight the saliency of reward probabilities, which served as a decision-aid. The results showed that, in control trials, older adults started to consider probability relative to magnitude information sooner than younger adults, but that their evidence accumulation processes were less sensitive to reward probabilities than that of younger adults. This may indicate a noisier and more stochastic information accumulation process during value-based decisions in old age. The decision-aid increased the influence of probability information on evidence accumulation rates in both age groups, but did not alter the relative timing of accumulation for probability versus magnitude in either group. Nature Publishing Group UK 2022-07-05 /pmc/articles/PMC9256676/ /pubmed/35790772 http://dx.doi.org/10.1038/s41598-022-15432-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Chen, Hsiang-Yu
Lombardi, Gaia
Li, Shu-Chen
Hare, Todd A.
Older adults process the probability of winning sooner but weigh it less during lottery decisions
title Older adults process the probability of winning sooner but weigh it less during lottery decisions
title_full Older adults process the probability of winning sooner but weigh it less during lottery decisions
title_fullStr Older adults process the probability of winning sooner but weigh it less during lottery decisions
title_full_unstemmed Older adults process the probability of winning sooner but weigh it less during lottery decisions
title_short Older adults process the probability of winning sooner but weigh it less during lottery decisions
title_sort older adults process the probability of winning sooner but weigh it less during lottery decisions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9256676/
https://www.ncbi.nlm.nih.gov/pubmed/35790772
http://dx.doi.org/10.1038/s41598-022-15432-y
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