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Age-dependent Pavlovian biases influence motor decision-making

Motor decision-making is an essential component of everyday life which requires weighing potential rewards and punishments against the probability of successfully executing an action. To achieve this, humans rely on two key mechanisms; a flexible, instrumental, value-dependent process and a hardwire...

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Autores principales: Chen, Xiuli, Rutledge, Robb B., Brown, Harriet R., Dolan, Raymond J., Bestmann, Sven, Galea, Joseph M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6051643/
https://www.ncbi.nlm.nih.gov/pubmed/29979685
http://dx.doi.org/10.1371/journal.pcbi.1006304
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author Chen, Xiuli
Rutledge, Robb B.
Brown, Harriet R.
Dolan, Raymond J.
Bestmann, Sven
Galea, Joseph M.
author_facet Chen, Xiuli
Rutledge, Robb B.
Brown, Harriet R.
Dolan, Raymond J.
Bestmann, Sven
Galea, Joseph M.
author_sort Chen, Xiuli
collection PubMed
description Motor decision-making is an essential component of everyday life which requires weighing potential rewards and punishments against the probability of successfully executing an action. To achieve this, humans rely on two key mechanisms; a flexible, instrumental, value-dependent process and a hardwired, Pavlovian, value-independent process. In economic decision-making, age-related decline in risk taking is explained by reduced Pavlovian biases that promote action toward reward. Although healthy ageing has also been associated with decreased risk-taking in motor decision-making, it is currently unknown whether this is a result of changes in Pavlovian biases, instrumental processes or a combination of both. Using a newly established approach-avoidance computational model together with a novel app-based motor decision-making task, we measured sensitivity to reward and punishment when participants (n = 26,532) made a ‘go/no-go’ motor gamble based on their perceived ability to execute a complex action. We show that motor decision-making can be better explained by a model with both instrumental and Pavlovian parameters, and reveal age-related changes across punishment- and reward-based instrumental and Pavlovian processes. However, the most striking effect of ageing was a decrease in Pavlovian attraction towards rewards, which was associated with a reduction in optimality of choice behaviour. In a subset of participants who also played an independent economic decision-making task (n = 17,220), we found similar decision-making tendencies for motor and economic domains across a majority of age groups. Pavlovian biases, therefore, play an important role in not only explaining motor decision-making behaviour but also the changes which occur through normal ageing. This provides a deeper understanding of the mechanisms which shape motor decision-making across the lifespan.
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spelling pubmed-60516432018-07-27 Age-dependent Pavlovian biases influence motor decision-making Chen, Xiuli Rutledge, Robb B. Brown, Harriet R. Dolan, Raymond J. Bestmann, Sven Galea, Joseph M. PLoS Comput Biol Research Article Motor decision-making is an essential component of everyday life which requires weighing potential rewards and punishments against the probability of successfully executing an action. To achieve this, humans rely on two key mechanisms; a flexible, instrumental, value-dependent process and a hardwired, Pavlovian, value-independent process. In economic decision-making, age-related decline in risk taking is explained by reduced Pavlovian biases that promote action toward reward. Although healthy ageing has also been associated with decreased risk-taking in motor decision-making, it is currently unknown whether this is a result of changes in Pavlovian biases, instrumental processes or a combination of both. Using a newly established approach-avoidance computational model together with a novel app-based motor decision-making task, we measured sensitivity to reward and punishment when participants (n = 26,532) made a ‘go/no-go’ motor gamble based on their perceived ability to execute a complex action. We show that motor decision-making can be better explained by a model with both instrumental and Pavlovian parameters, and reveal age-related changes across punishment- and reward-based instrumental and Pavlovian processes. However, the most striking effect of ageing was a decrease in Pavlovian attraction towards rewards, which was associated with a reduction in optimality of choice behaviour. In a subset of participants who also played an independent economic decision-making task (n = 17,220), we found similar decision-making tendencies for motor and economic domains across a majority of age groups. Pavlovian biases, therefore, play an important role in not only explaining motor decision-making behaviour but also the changes which occur through normal ageing. This provides a deeper understanding of the mechanisms which shape motor decision-making across the lifespan. Public Library of Science 2018-07-06 /pmc/articles/PMC6051643/ /pubmed/29979685 http://dx.doi.org/10.1371/journal.pcbi.1006304 Text en © 2018 Chen et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Chen, Xiuli
Rutledge, Robb B.
Brown, Harriet R.
Dolan, Raymond J.
Bestmann, Sven
Galea, Joseph M.
Age-dependent Pavlovian biases influence motor decision-making
title Age-dependent Pavlovian biases influence motor decision-making
title_full Age-dependent Pavlovian biases influence motor decision-making
title_fullStr Age-dependent Pavlovian biases influence motor decision-making
title_full_unstemmed Age-dependent Pavlovian biases influence motor decision-making
title_short Age-dependent Pavlovian biases influence motor decision-making
title_sort age-dependent pavlovian biases influence motor decision-making
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6051643/
https://www.ncbi.nlm.nih.gov/pubmed/29979685
http://dx.doi.org/10.1371/journal.pcbi.1006304
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