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Overconfidence is universal? Elicitation of Genuine Overconfidence (EGO) procedure reveals systematic differences across domain, task knowledge, and incentives in four populations

Overconfidence is sometimes assumed to be a human universal, but there remains a dearth of data systematically measuring overconfidence across populations and contexts. Moreover, cross-cultural experiments often fail to distinguish between placement and precision and worse still, often compare popul...

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Autores principales: Muthukrishna, Michael, Henrich, Joseph, Toyokawa, Wataru, Hamamura, Takeshi, Kameda, Tatsuya, Heine, Steven J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6116975/
https://www.ncbi.nlm.nih.gov/pubmed/30161140
http://dx.doi.org/10.1371/journal.pone.0202288
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author Muthukrishna, Michael
Henrich, Joseph
Toyokawa, Wataru
Hamamura, Takeshi
Kameda, Tatsuya
Heine, Steven J.
author_facet Muthukrishna, Michael
Henrich, Joseph
Toyokawa, Wataru
Hamamura, Takeshi
Kameda, Tatsuya
Heine, Steven J.
author_sort Muthukrishna, Michael
collection PubMed
description Overconfidence is sometimes assumed to be a human universal, but there remains a dearth of data systematically measuring overconfidence across populations and contexts. Moreover, cross-cultural experiments often fail to distinguish between placement and precision and worse still, often compare population-mean placement estimates rather than individual performance subtracted from placement. Here we introduce a procedure for concurrently capturing both placement and precision at an individual level based on individual performance: The Elicitation of Genuine Overconfidence (EGO) procedure. We conducted experiments using the EGO procedure, manipulating domain, task knowledge, and incentives across four populations—Japanese, Hong Kong Chinese, Euro Canadians, and East Asian Canadians. We find that previous measures of population-level overconfidence may have been misleading; rather than universal, overconfidence is highly context dependent. Our results reveal cross-cultural differences in sensitivity to incentives and differences in overconfidence strategies, with underconfidence, accuracy, and overconfidence. Comparing sexes, we find inconsistent results for overplacement, but that males are consistently more confident in their placement. These findings have implications for our understanding of the adaptive value of overconfidence and its role in explaining population-level and individual-level differences in economic and psychological behavior.
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spelling pubmed-61169752018-09-16 Overconfidence is universal? Elicitation of Genuine Overconfidence (EGO) procedure reveals systematic differences across domain, task knowledge, and incentives in four populations Muthukrishna, Michael Henrich, Joseph Toyokawa, Wataru Hamamura, Takeshi Kameda, Tatsuya Heine, Steven J. PLoS One Research Article Overconfidence is sometimes assumed to be a human universal, but there remains a dearth of data systematically measuring overconfidence across populations and contexts. Moreover, cross-cultural experiments often fail to distinguish between placement and precision and worse still, often compare population-mean placement estimates rather than individual performance subtracted from placement. Here we introduce a procedure for concurrently capturing both placement and precision at an individual level based on individual performance: The Elicitation of Genuine Overconfidence (EGO) procedure. We conducted experiments using the EGO procedure, manipulating domain, task knowledge, and incentives across four populations—Japanese, Hong Kong Chinese, Euro Canadians, and East Asian Canadians. We find that previous measures of population-level overconfidence may have been misleading; rather than universal, overconfidence is highly context dependent. Our results reveal cross-cultural differences in sensitivity to incentives and differences in overconfidence strategies, with underconfidence, accuracy, and overconfidence. Comparing sexes, we find inconsistent results for overplacement, but that males are consistently more confident in their placement. These findings have implications for our understanding of the adaptive value of overconfidence and its role in explaining population-level and individual-level differences in economic and psychological behavior. Public Library of Science 2018-08-30 /pmc/articles/PMC6116975/ /pubmed/30161140 http://dx.doi.org/10.1371/journal.pone.0202288 Text en © 2018 Muthukrishna et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Muthukrishna, Michael
Henrich, Joseph
Toyokawa, Wataru
Hamamura, Takeshi
Kameda, Tatsuya
Heine, Steven J.
Overconfidence is universal? Elicitation of Genuine Overconfidence (EGO) procedure reveals systematic differences across domain, task knowledge, and incentives in four populations
title Overconfidence is universal? Elicitation of Genuine Overconfidence (EGO) procedure reveals systematic differences across domain, task knowledge, and incentives in four populations
title_full Overconfidence is universal? Elicitation of Genuine Overconfidence (EGO) procedure reveals systematic differences across domain, task knowledge, and incentives in four populations
title_fullStr Overconfidence is universal? Elicitation of Genuine Overconfidence (EGO) procedure reveals systematic differences across domain, task knowledge, and incentives in four populations
title_full_unstemmed Overconfidence is universal? Elicitation of Genuine Overconfidence (EGO) procedure reveals systematic differences across domain, task knowledge, and incentives in four populations
title_short Overconfidence is universal? Elicitation of Genuine Overconfidence (EGO) procedure reveals systematic differences across domain, task knowledge, and incentives in four populations
title_sort overconfidence is universal? elicitation of genuine overconfidence (ego) procedure reveals systematic differences across domain, task knowledge, and incentives in four populations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6116975/
https://www.ncbi.nlm.nih.gov/pubmed/30161140
http://dx.doi.org/10.1371/journal.pone.0202288
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