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Humans display a reduced set of consistent behavioral phenotypes in dyadic games

Socially relevant situations that involve strategic interactions are widespread among animals and humans alike. To study these situations, theoretical and experimental research has adopted a game theoretical perspective, generating valuable insights about human behavior. However, most of the results...

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Autores principales: Poncela-Casasnovas, Julia, Gutiérrez-Roig, Mario, Gracia-Lázaro, Carlos, Vicens, Julian, Gómez-Gardeñes, Jesús, Perelló, Josep, Moreno, Yamir, Duch, Jordi, Sánchez, Angel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4975555/
https://www.ncbi.nlm.nih.gov/pubmed/27532047
http://dx.doi.org/10.1126/sciadv.1600451
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author Poncela-Casasnovas, Julia
Gutiérrez-Roig, Mario
Gracia-Lázaro, Carlos
Vicens, Julian
Gómez-Gardeñes, Jesús
Perelló, Josep
Moreno, Yamir
Duch, Jordi
Sánchez, Angel
author_facet Poncela-Casasnovas, Julia
Gutiérrez-Roig, Mario
Gracia-Lázaro, Carlos
Vicens, Julian
Gómez-Gardeñes, Jesús
Perelló, Josep
Moreno, Yamir
Duch, Jordi
Sánchez, Angel
author_sort Poncela-Casasnovas, Julia
collection PubMed
description Socially relevant situations that involve strategic interactions are widespread among animals and humans alike. To study these situations, theoretical and experimental research has adopted a game theoretical perspective, generating valuable insights about human behavior. However, most of the results reported so far have been obtained from a population perspective and considered one specific conflicting situation at a time. This makes it difficult to extract conclusions about the consistency of individuals’ behavior when facing different situations and to define a comprehensive classification of the strategies underlying the observed behaviors. We present the results of a lab-in-the-field experiment in which subjects face four different dyadic games, with the aim of establishing general behavioral rules dictating individuals’ actions. By analyzing our data with an unsupervised clustering algorithm, we find that all the subjects conform, with a large degree of consistency, to a limited number of behavioral phenotypes (envious, optimist, pessimist, and trustful), with only a small fraction of undefined subjects. We also discuss the possible connections to existing interpretations based on a priori theoretical approaches. Our findings provide a relevant contribution to the experimental and theoretical efforts toward the identification of basic behavioral phenotypes in a wider set of contexts without aprioristic assumptions regarding the rules or strategies behind actions. From this perspective, our work contributes to a fact-based approach to the study of human behavior in strategic situations, which could be applied to simulating societies, policy-making scenario building, and even a variety of business applications.
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spelling pubmed-49755552016-08-16 Humans display a reduced set of consistent behavioral phenotypes in dyadic games Poncela-Casasnovas, Julia Gutiérrez-Roig, Mario Gracia-Lázaro, Carlos Vicens, Julian Gómez-Gardeñes, Jesús Perelló, Josep Moreno, Yamir Duch, Jordi Sánchez, Angel Sci Adv Research Articles Socially relevant situations that involve strategic interactions are widespread among animals and humans alike. To study these situations, theoretical and experimental research has adopted a game theoretical perspective, generating valuable insights about human behavior. However, most of the results reported so far have been obtained from a population perspective and considered one specific conflicting situation at a time. This makes it difficult to extract conclusions about the consistency of individuals’ behavior when facing different situations and to define a comprehensive classification of the strategies underlying the observed behaviors. We present the results of a lab-in-the-field experiment in which subjects face four different dyadic games, with the aim of establishing general behavioral rules dictating individuals’ actions. By analyzing our data with an unsupervised clustering algorithm, we find that all the subjects conform, with a large degree of consistency, to a limited number of behavioral phenotypes (envious, optimist, pessimist, and trustful), with only a small fraction of undefined subjects. We also discuss the possible connections to existing interpretations based on a priori theoretical approaches. Our findings provide a relevant contribution to the experimental and theoretical efforts toward the identification of basic behavioral phenotypes in a wider set of contexts without aprioristic assumptions regarding the rules or strategies behind actions. From this perspective, our work contributes to a fact-based approach to the study of human behavior in strategic situations, which could be applied to simulating societies, policy-making scenario building, and even a variety of business applications. American Association for the Advancement of Science 2016-08-05 /pmc/articles/PMC4975555/ /pubmed/27532047 http://dx.doi.org/10.1126/sciadv.1600451 Text en Copyright © 2016, The Authors http://creativecommons.org/licenses/by-nc/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (http://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Research Articles
Poncela-Casasnovas, Julia
Gutiérrez-Roig, Mario
Gracia-Lázaro, Carlos
Vicens, Julian
Gómez-Gardeñes, Jesús
Perelló, Josep
Moreno, Yamir
Duch, Jordi
Sánchez, Angel
Humans display a reduced set of consistent behavioral phenotypes in dyadic games
title Humans display a reduced set of consistent behavioral phenotypes in dyadic games
title_full Humans display a reduced set of consistent behavioral phenotypes in dyadic games
title_fullStr Humans display a reduced set of consistent behavioral phenotypes in dyadic games
title_full_unstemmed Humans display a reduced set of consistent behavioral phenotypes in dyadic games
title_short Humans display a reduced set of consistent behavioral phenotypes in dyadic games
title_sort humans display a reduced set of consistent behavioral phenotypes in dyadic games
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4975555/
https://www.ncbi.nlm.nih.gov/pubmed/27532047
http://dx.doi.org/10.1126/sciadv.1600451
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