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Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwide
Recent evidence indicates that reward value encoding in humans is highly context-dependent, leading to suboptimal decisions in some cases. But whether this computational constraint on valuation is a shared feature of human cognition remains unknown. To address this question, we studied the behavior...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002789/ https://www.ncbi.nlm.nih.gov/pubmed/36909645 http://dx.doi.org/10.21203/rs.3.rs-2621222/v1 |
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author | Anlló, Hernán Bavard, Sophie Benmarrakchi, FatimaZzahra Bonagura, Darla Cerrotti, Fabien Cicue, Mirona Gueguen, Maelle Guzmán, Eugenio José Kadieva, Dzerassa Kobayashi, Maiko Lukumon, Gafari Sartorio, Marco Yang, Jiong Zinchenko, Oksana Bahrami, Bahador Concha, Jaime Silva Hertz, Uri Konova, Anna B. Li, Jian O’Madagain, Cathal Navajas, Joaquin Reyes, Gabriel Sarabi-Jamab, Atiye Shestakova, Anna Sukumaran, Bhasi Watanabe, Katsumi Palminteri, Stefano |
author_facet | Anlló, Hernán Bavard, Sophie Benmarrakchi, FatimaZzahra Bonagura, Darla Cerrotti, Fabien Cicue, Mirona Gueguen, Maelle Guzmán, Eugenio José Kadieva, Dzerassa Kobayashi, Maiko Lukumon, Gafari Sartorio, Marco Yang, Jiong Zinchenko, Oksana Bahrami, Bahador Concha, Jaime Silva Hertz, Uri Konova, Anna B. Li, Jian O’Madagain, Cathal Navajas, Joaquin Reyes, Gabriel Sarabi-Jamab, Atiye Shestakova, Anna Sukumaran, Bhasi Watanabe, Katsumi Palminteri, Stefano |
author_sort | Anlló, Hernán |
collection | PubMed |
description | Recent evidence indicates that reward value encoding in humans is highly context-dependent, leading to suboptimal decisions in some cases. But whether this computational constraint on valuation is a shared feature of human cognition remains unknown. To address this question, we studied the behavior of individuals from across 11 countries of markedly different socioeconomic and cultural makeup using an experimental approach that reliably captures context effects in reinforcement learning. Our findings show that all samples presented evidence of similar sensitivity to context. Crucially, suboptimal decisions generated by context manipulation were not explained by risk aversion, as estimated through a separate description-based choice task (i.e., lotteries) consisting of matched decision offers. Conversely, risk aversion significantly differed across countries. Overall, our findings suggest that context-dependent reward value encoding is a hardcoded feature of human cognition, while description-based decision-making is significantly sensitive to cultural factors. |
format | Online Article Text |
id | pubmed-10002789 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-100027892023-03-11 Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwide Anlló, Hernán Bavard, Sophie Benmarrakchi, FatimaZzahra Bonagura, Darla Cerrotti, Fabien Cicue, Mirona Gueguen, Maelle Guzmán, Eugenio José Kadieva, Dzerassa Kobayashi, Maiko Lukumon, Gafari Sartorio, Marco Yang, Jiong Zinchenko, Oksana Bahrami, Bahador Concha, Jaime Silva Hertz, Uri Konova, Anna B. Li, Jian O’Madagain, Cathal Navajas, Joaquin Reyes, Gabriel Sarabi-Jamab, Atiye Shestakova, Anna Sukumaran, Bhasi Watanabe, Katsumi Palminteri, Stefano Res Sq Article Recent evidence indicates that reward value encoding in humans is highly context-dependent, leading to suboptimal decisions in some cases. But whether this computational constraint on valuation is a shared feature of human cognition remains unknown. To address this question, we studied the behavior of individuals from across 11 countries of markedly different socioeconomic and cultural makeup using an experimental approach that reliably captures context effects in reinforcement learning. Our findings show that all samples presented evidence of similar sensitivity to context. Crucially, suboptimal decisions generated by context manipulation were not explained by risk aversion, as estimated through a separate description-based choice task (i.e., lotteries) consisting of matched decision offers. Conversely, risk aversion significantly differed across countries. Overall, our findings suggest that context-dependent reward value encoding is a hardcoded feature of human cognition, while description-based decision-making is significantly sensitive to cultural factors. American Journal Experts 2023-03-02 /pmc/articles/PMC10002789/ /pubmed/36909645 http://dx.doi.org/10.21203/rs.3.rs-2621222/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. https://creativecommons.org/licenses/by/4.0/License: This work is licensed under a Creative Commons Attribution 4.0 International License. Read Full License (https://creativecommons.org/licenses/by/4.0/) |
spellingShingle | Article Anlló, Hernán Bavard, Sophie Benmarrakchi, FatimaZzahra Bonagura, Darla Cerrotti, Fabien Cicue, Mirona Gueguen, Maelle Guzmán, Eugenio José Kadieva, Dzerassa Kobayashi, Maiko Lukumon, Gafari Sartorio, Marco Yang, Jiong Zinchenko, Oksana Bahrami, Bahador Concha, Jaime Silva Hertz, Uri Konova, Anna B. Li, Jian O’Madagain, Cathal Navajas, Joaquin Reyes, Gabriel Sarabi-Jamab, Atiye Shestakova, Anna Sukumaran, Bhasi Watanabe, Katsumi Palminteri, Stefano Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwide |
title | Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwide |
title_full | Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwide |
title_fullStr | Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwide |
title_full_unstemmed | Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwide |
title_short | Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwide |
title_sort | outcome context-dependence is not weird: comparing reinforcement- and description-based economic preferences worldwide |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10002789/ https://www.ncbi.nlm.nih.gov/pubmed/36909645 http://dx.doi.org/10.21203/rs.3.rs-2621222/v1 |
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