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Decoding social decisions from movement kinematics

Decisions, including social decisions, are ultimately expressed through actions. However, very little is known about the kinematics of social decisions, and whether movements might reveal important aspects of social decision-making. We addressed this question by developing a motor version of a widel...

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Autores principales: Turri, Giacomo, Cavallo, Andrea, Romeo, Luca, Pontil, Massimiliano, Sanfey, Alan, Panzeri, Stefano, Becchio, Cristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9700015/
https://www.ncbi.nlm.nih.gov/pubmed/36444302
http://dx.doi.org/10.1016/j.isci.2022.105550
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author Turri, Giacomo
Cavallo, Andrea
Romeo, Luca
Pontil, Massimiliano
Sanfey, Alan
Panzeri, Stefano
Becchio, Cristina
author_facet Turri, Giacomo
Cavallo, Andrea
Romeo, Luca
Pontil, Massimiliano
Sanfey, Alan
Panzeri, Stefano
Becchio, Cristina
author_sort Turri, Giacomo
collection PubMed
description Decisions, including social decisions, are ultimately expressed through actions. However, very little is known about the kinematics of social decisions, and whether movements might reveal important aspects of social decision-making. We addressed this question by developing a motor version of a widely used behavioral economic game - the Ultimatum Game - and using a multivariate kinematic decoding approach to map parameters of social decisions to the single-trial kinematics of individual responders. Using this approach, we demonstrated that movement contains predictive information about both the fairness of a proposed offer and the choice to either accept or reject that offer. This information is expressed in personalized kinematic patterns that are consistent within a given responder, but that varies from one responder to another. These results provide insights into the relationship between decision-making and sensorimotor control, as they suggest that hand kinematics can reveal hidden parameters of complex, social interactive, choice.
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spelling pubmed-97000152022-11-27 Decoding social decisions from movement kinematics Turri, Giacomo Cavallo, Andrea Romeo, Luca Pontil, Massimiliano Sanfey, Alan Panzeri, Stefano Becchio, Cristina iScience Article Decisions, including social decisions, are ultimately expressed through actions. However, very little is known about the kinematics of social decisions, and whether movements might reveal important aspects of social decision-making. We addressed this question by developing a motor version of a widely used behavioral economic game - the Ultimatum Game - and using a multivariate kinematic decoding approach to map parameters of social decisions to the single-trial kinematics of individual responders. Using this approach, we demonstrated that movement contains predictive information about both the fairness of a proposed offer and the choice to either accept or reject that offer. This information is expressed in personalized kinematic patterns that are consistent within a given responder, but that varies from one responder to another. These results provide insights into the relationship between decision-making and sensorimotor control, as they suggest that hand kinematics can reveal hidden parameters of complex, social interactive, choice. Elsevier 2022-11-10 /pmc/articles/PMC9700015/ /pubmed/36444302 http://dx.doi.org/10.1016/j.isci.2022.105550 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Turri, Giacomo
Cavallo, Andrea
Romeo, Luca
Pontil, Massimiliano
Sanfey, Alan
Panzeri, Stefano
Becchio, Cristina
Decoding social decisions from movement kinematics
title Decoding social decisions from movement kinematics
title_full Decoding social decisions from movement kinematics
title_fullStr Decoding social decisions from movement kinematics
title_full_unstemmed Decoding social decisions from movement kinematics
title_short Decoding social decisions from movement kinematics
title_sort decoding social decisions from movement kinematics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9700015/
https://www.ncbi.nlm.nih.gov/pubmed/36444302
http://dx.doi.org/10.1016/j.isci.2022.105550
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