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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
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.
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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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