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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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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. |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-10194916 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT gershmansamuelj causalimplicaturesfromcorrelationalstatements AT ullmantomerd causalimplicaturesfromcorrelationalstatements |