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Biased sequential sampling underlies the effects of time pressure and delay in social decision making
Social decision making involves balancing conflicts between selfishness and pro-sociality. The cognitive processes underlying such decisions are not well understood, with some arguing for a single comparison process, while others argue for dual processes (one intuitive and one deliberative). Here, w...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6120923/ https://www.ncbi.nlm.nih.gov/pubmed/30177719 http://dx.doi.org/10.1038/s41467-018-05994-9 |
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author | Chen, Fadong Krajbich, Ian |
author_facet | Chen, Fadong Krajbich, Ian |
author_sort | Chen, Fadong |
collection | PubMed |
description | Social decision making involves balancing conflicts between selfishness and pro-sociality. The cognitive processes underlying such decisions are not well understood, with some arguing for a single comparison process, while others argue for dual processes (one intuitive and one deliberative). Here, we propose a way to reconcile these two opposing frameworks. We argue that behavior attributed to intuition can instead be seen as a starting point bias of a sequential sampling model (SSM) process, analogous to a prior in a Bayesian framework. Using mini-dictator games in which subjects make binary decisions about how to allocate money between themselves and another participant, we find that pro-social subjects become more pro-social under time pressure and less pro-social under time delay, while selfish subjects do the opposite. Our findings help reconcile the conflicting results concerning the cognitive processes of social decision making and highlight the importance of modeling the dynamics of the choice process. |
format | Online Article Text |
id | pubmed-6120923 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61209232018-09-05 Biased sequential sampling underlies the effects of time pressure and delay in social decision making Chen, Fadong Krajbich, Ian Nat Commun Article Social decision making involves balancing conflicts between selfishness and pro-sociality. The cognitive processes underlying such decisions are not well understood, with some arguing for a single comparison process, while others argue for dual processes (one intuitive and one deliberative). Here, we propose a way to reconcile these two opposing frameworks. We argue that behavior attributed to intuition can instead be seen as a starting point bias of a sequential sampling model (SSM) process, analogous to a prior in a Bayesian framework. Using mini-dictator games in which subjects make binary decisions about how to allocate money between themselves and another participant, we find that pro-social subjects become more pro-social under time pressure and less pro-social under time delay, while selfish subjects do the opposite. Our findings help reconcile the conflicting results concerning the cognitive processes of social decision making and highlight the importance of modeling the dynamics of the choice process. Nature Publishing Group UK 2018-09-03 /pmc/articles/PMC6120923/ /pubmed/30177719 http://dx.doi.org/10.1038/s41467-018-05994-9 Text en © The Author(s) 2018 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Chen, Fadong Krajbich, Ian Biased sequential sampling underlies the effects of time pressure and delay in social decision making |
title | Biased sequential sampling underlies the effects of time pressure and delay in social decision making |
title_full | Biased sequential sampling underlies the effects of time pressure and delay in social decision making |
title_fullStr | Biased sequential sampling underlies the effects of time pressure and delay in social decision making |
title_full_unstemmed | Biased sequential sampling underlies the effects of time pressure and delay in social decision making |
title_short | Biased sequential sampling underlies the effects of time pressure and delay in social decision making |
title_sort | biased sequential sampling underlies the effects of time pressure and delay in social decision making |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6120923/ https://www.ncbi.nlm.nih.gov/pubmed/30177719 http://dx.doi.org/10.1038/s41467-018-05994-9 |
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