Evidence map›Paper›PMID 36909645›Full record

ArticleResearch square2023

Outcome context-dependence is not WEIRD: Comparing reinforcement- and description-based economic preferences worldwide.

Hernán Anlló, Sophie Bavard, FatimaZzahra Benmarrakchi, Darla Bonagura, Fabien Cerrotti, Mirona Cicue, Maelle Gueguen, Eugenio José Guzmán, Dzerassa Kadieva, Maiko Kobayashi and 17 more

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In one paragraph

Article in Research square, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

27 authors.

Hernán AnllóHuman Reinforcement Learning Team, Laboratory of Cognitive and Computational Neuroscience, ENS-PSL, Paris, France.ORCID 0000-0002-1663-1881
Sophie BavardHuman Reinforcement Learning Team, Laboratory of Cognitive and Computational Neuroscience, ENS-PSL, Paris, France.ORCID 0000-0002-9283-2976
FatimaZzahra BenmarrakchiIntercultural Cognitive Network.ORCID 0000-0002-1127-0669
Darla BonaguraIntercultural Cognitive Network.
Fabien CerrottiHuman Reinforcement Learning Team, Laboratory of Cognitive and Computational Neuroscience, ENS-PSL, Paris, France.
Mirona CicueDepartment of Cognitive Sciences, University of Haifa, Haifa, Israel.
Maelle GueguenIntercultural Cognitive Network.ORCID 0000-0002-4045-5881
Eugenio José GuzmánFacultad de Psicología, Universidad del Desarrollo, Santiago de Chile, Chile.ORCID 0000-0002-4364-0011
Dzerassa KadievaInternational Laboratory for Social Neurobiology, Institute for Cognitive Neuroscience, HSE University, Moscow, Russia.
Maiko KobayashiFaculty of Science and Engineering, Waseda University, Tokyo, Japan.
Gafari LukumonSchool of Collective Intelligence, Universite Mohammed VI Polytechnique, Rabat, Morocco.
Marco SartorioLaboratorio de Neurociencia, Universidad Torcuato Di Tella, Buenos Aires, Argentina.
Jiong YangSchool of Psychological and Cognitive Sciences and Beijing Key Laboratory of behaviour and Mental Health, Peking University, Beijing, China.
Oksana ZinchenkoIntercultural Cognitive Network.ORCID 0000-0002-7976-3224
Bahador BahramiIDG/McGovern Institute for Brain Research, Peking University, Beijing, China.ORCID 0000-0003-0802-5328
Jaime Silva ConchaIntercultural Cognitive Network.ORCID 0000-0002-6405-9760
Uri HertzIntercultural Cognitive Network.
Anna B KonovaIntercultural Cognitive Network.
Jian LiIntercultural Cognitive Network.
Cathal O'MadagainIntercultural Cognitive Network.ORCID 0000-0002-4086-524X
Joaquin NavajasIntercultural Cognitive Network.
Gabriel ReyesIntercultural Cognitive Network.ORCID 0000-0002-3915-1119
Atiye Sarabi-JamabIntercultural Cognitive Network.
Anna ShestakovaIntercultural Cognitive Network.
Bhasi SukumaranIntercultural Cognitive Network.
Katsumi WatanabeFaculty of Science and Engineering, Waseda University, Tokyo, Japan.
Stefano PalminteriHuman Reinforcement Learning Team, Laboratory of Cognitive and Computational Neuroscience, ENS-PSL, Paris, France.ORCID 0000-0001-5768-6646

Funding

Decision Neuroscience of CravingR01DA054201 · NIDA · RUTGERS BIOMEDICAL/HEALTH SCIENCES-RBHS · PI KONOVA, ANNA BORISOVA · 2021 to 2025
$2.8M
Computational psychiatry investigation of the role of unrealistic optimism in opioid use disorder and relapseR01DA053282 · NIDA · RUTGERS BIOMEDICAL/HEALTH SCIENCES-RBHS · PI KONOVA, ANNA BORISOVA · 2021 to 2025
$2.8M
NIDA NIH HHS R01 DA053282NIDA NIH HHS R01 DA054201
6 · The paper itself

Abstract

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.

Identifiers

PMID36909645
PMCPMC10002789

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.