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Causal implicatures from correlational statements

Correlation does not imply causation, but this does not necessarily stop people from drawing causal inferences from correlational statements. We show that people do in fact infer causality from statements of association, under minimal conditions. In Study 1, participants interpreted statements of th...

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Detalles Bibliográficos
Autores principales: Gershman, Samuel J., Ullman, Tomer D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10194916/
https://www.ncbi.nlm.nih.gov/pubmed/37200364
http://dx.doi.org/10.1371/journal.pone.0286067
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author Gershman, Samuel J.
Ullman, Tomer D.
author_facet Gershman, Samuel J.
Ullman, Tomer D.
author_sort Gershman, Samuel J.
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description Correlation does not imply causation, but this does not necessarily stop people from drawing causal inferences from correlational statements. We show that people do in fact infer causality from statements of association, under minimal conditions. In Study 1, participants interpreted statements of the form “X is associated with Y” to imply that Y causes X. In Studies 2 and 3, participants interpreted statements of the form “X is associated with an increased risk of Y” to imply that X causes Y. Thus, even the most orthodox correlational language can give rise to causal inferences.
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spelling pubmed-101949162023-05-19 Causal implicatures from correlational statements Gershman, Samuel J. Ullman, Tomer D. PLoS One Research Article Correlation does not imply causation, but this does not necessarily stop people from drawing causal inferences from correlational statements. We show that people do in fact infer causality from statements of association, under minimal conditions. In Study 1, participants interpreted statements of the form “X is associated with Y” to imply that Y causes X. In Studies 2 and 3, participants interpreted statements of the form “X is associated with an increased risk of Y” to imply that X causes Y. Thus, even the most orthodox correlational language can give rise to causal inferences. Public Library of Science 2023-05-18 /pmc/articles/PMC10194916/ /pubmed/37200364 http://dx.doi.org/10.1371/journal.pone.0286067 Text en © 2023 Gershman, Ullman https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Gershman, Samuel J.
Ullman, Tomer D.
Causal implicatures from correlational statements
title Causal implicatures from correlational statements
title_full Causal implicatures from correlational statements
title_fullStr Causal implicatures from correlational statements
title_full_unstemmed Causal implicatures from correlational statements
title_short Causal implicatures from correlational statements
title_sort causal implicatures from correlational statements
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10194916/
https://www.ncbi.nlm.nih.gov/pubmed/37200364
http://dx.doi.org/10.1371/journal.pone.0286067
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