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The rise and fall of rationality in language
The surge of post-truth political argumentation suggests that we are living in a special historical period when it comes to the balance between emotion and reasoning. To explore if this is indeed the case, we analyze language in millions of books covering the period from 1850 to 2019 represented in...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8713757/ https://www.ncbi.nlm.nih.gov/pubmed/34916287 http://dx.doi.org/10.1073/pnas.2107848118 |
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author | Scheffer, Marten van de Leemput, Ingrid Weinans, Els Bollen, Johan |
author_facet | Scheffer, Marten van de Leemput, Ingrid Weinans, Els Bollen, Johan |
author_sort | Scheffer, Marten |
collection | PubMed |
description | The surge of post-truth political argumentation suggests that we are living in a special historical period when it comes to the balance between emotion and reasoning. To explore if this is indeed the case, we analyze language in millions of books covering the period from 1850 to 2019 represented in Google nGram data. We show that the use of words associated with rationality, such as “determine” and “conclusion,” rose systematically after 1850, while words related to human experience such as “feel” and “believe” declined. This pattern reversed over the past decades, paralleled by a shift from a collectivistic to an individualistic focus as reflected, among other things, by the ratio of singular to plural pronouns such as “I”/”we” and “he”/”they.” Interpreting this synchronous sea change in book language remains challenging. However, as we show, the nature of this reversal occurs in fiction as well as nonfiction. Moreover, the pattern of change in the ratio between sentiment and rationality flag words since 1850 also occurs in New York Times articles, suggesting that it is not an artifact of the book corpora we analyzed. Finally, we show that word trends in books parallel trends in corresponding Google search terms, supporting the idea that changes in book language do in part reflect changes in interest. All in all, our results suggest that over the past decades, there has been a marked shift in public interest from the collective to the individual, and from rationality toward emotion. |
format | Online Article Text |
id | pubmed-8713757 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-87137572022-01-21 The rise and fall of rationality in language Scheffer, Marten van de Leemput, Ingrid Weinans, Els Bollen, Johan Proc Natl Acad Sci U S A Social Sciences The surge of post-truth political argumentation suggests that we are living in a special historical period when it comes to the balance between emotion and reasoning. To explore if this is indeed the case, we analyze language in millions of books covering the period from 1850 to 2019 represented in Google nGram data. We show that the use of words associated with rationality, such as “determine” and “conclusion,” rose systematically after 1850, while words related to human experience such as “feel” and “believe” declined. This pattern reversed over the past decades, paralleled by a shift from a collectivistic to an individualistic focus as reflected, among other things, by the ratio of singular to plural pronouns such as “I”/”we” and “he”/”they.” Interpreting this synchronous sea change in book language remains challenging. However, as we show, the nature of this reversal occurs in fiction as well as nonfiction. Moreover, the pattern of change in the ratio between sentiment and rationality flag words since 1850 also occurs in New York Times articles, suggesting that it is not an artifact of the book corpora we analyzed. Finally, we show that word trends in books parallel trends in corresponding Google search terms, supporting the idea that changes in book language do in part reflect changes in interest. All in all, our results suggest that over the past decades, there has been a marked shift in public interest from the collective to the individual, and from rationality toward emotion. National Academy of Sciences 2021-12-16 2021-12-21 /pmc/articles/PMC8713757/ /pubmed/34916287 http://dx.doi.org/10.1073/pnas.2107848118 Text en Copyright © 2021 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by/4.0/This open access article is distributed under Creative Commons Attribution License 4.0 (CC BY) (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Social Sciences Scheffer, Marten van de Leemput, Ingrid Weinans, Els Bollen, Johan The rise and fall of rationality in language |
title | The rise and fall of rationality in language |
title_full | The rise and fall of rationality in language |
title_fullStr | The rise and fall of rationality in language |
title_full_unstemmed | The rise and fall of rationality in language |
title_short | The rise and fall of rationality in language |
title_sort | rise and fall of rationality in language |
topic | Social Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8713757/ https://www.ncbi.nlm.nih.gov/pubmed/34916287 http://dx.doi.org/10.1073/pnas.2107848118 |
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