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United States politicians’ tone became more negative with 2016 primary campaigns
There is a widespread belief that the tone of political debate in the US has become more negative recently, in particular when Donald Trump entered politics. At the same time, there is disagreement as to whether Trump changed or merely continued previous trends. To date, data-driven evidence regardi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10307896/ https://www.ncbi.nlm.nih.gov/pubmed/37380698 http://dx.doi.org/10.1038/s41598-023-36839-1 |
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author | Külz, Jonathan Spitz, Andreas Abu-Akel, Ahmad Günnemann, Stephan West, Robert |
author_facet | Külz, Jonathan Spitz, Andreas Abu-Akel, Ahmad Günnemann, Stephan West, Robert |
author_sort | Külz, Jonathan |
collection | PubMed |
description | There is a widespread belief that the tone of political debate in the US has become more negative recently, in particular when Donald Trump entered politics. At the same time, there is disagreement as to whether Trump changed or merely continued previous trends. To date, data-driven evidence regarding these questions is scarce, partly due to the difficulty of obtaining a comprehensive, longitudinal record of politicians’ utterances. Here we apply psycholinguistic tools to a novel, comprehensive corpus of 24 million quotes from online news attributed to 18,627 US politicians in order to analyze how the tone of US politicians’ language as reported in online media evolved between 2008 and 2020. We show that, whereas the frequency of negative emotion words had decreased continuously during Obama’s tenure, it suddenly and lastingly increased with the 2016 primary campaigns, by 1.6 pre-campaign standard deviations, or 8% of the pre-campaign mean, in a pattern that emerges across parties. The effect size drops by 40% when omitting Trump’s quotes, and by 50% when averaging over speakers rather than quotes, implying that prominent speakers, and Trump in particular, have disproportionately, though not exclusively, contributed to the rise in negative language. This work provides the first large-scale data-driven evidence of a drastic shift toward a more negative political tone following Trump’s campaign start as a catalyst. The findings have important implications for the debate about the state of US politics. |
format | Online Article Text |
id | pubmed-10307896 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103078962023-06-30 United States politicians’ tone became more negative with 2016 primary campaigns Külz, Jonathan Spitz, Andreas Abu-Akel, Ahmad Günnemann, Stephan West, Robert Sci Rep Article There is a widespread belief that the tone of political debate in the US has become more negative recently, in particular when Donald Trump entered politics. At the same time, there is disagreement as to whether Trump changed or merely continued previous trends. To date, data-driven evidence regarding these questions is scarce, partly due to the difficulty of obtaining a comprehensive, longitudinal record of politicians’ utterances. Here we apply psycholinguistic tools to a novel, comprehensive corpus of 24 million quotes from online news attributed to 18,627 US politicians in order to analyze how the tone of US politicians’ language as reported in online media evolved between 2008 and 2020. We show that, whereas the frequency of negative emotion words had decreased continuously during Obama’s tenure, it suddenly and lastingly increased with the 2016 primary campaigns, by 1.6 pre-campaign standard deviations, or 8% of the pre-campaign mean, in a pattern that emerges across parties. The effect size drops by 40% when omitting Trump’s quotes, and by 50% when averaging over speakers rather than quotes, implying that prominent speakers, and Trump in particular, have disproportionately, though not exclusively, contributed to the rise in negative language. This work provides the first large-scale data-driven evidence of a drastic shift toward a more negative political tone following Trump’s campaign start as a catalyst. The findings have important implications for the debate about the state of US politics. Nature Publishing Group UK 2023-06-28 /pmc/articles/PMC10307896/ /pubmed/37380698 http://dx.doi.org/10.1038/s41598-023-36839-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Külz, Jonathan Spitz, Andreas Abu-Akel, Ahmad Günnemann, Stephan West, Robert United States politicians’ tone became more negative with 2016 primary campaigns |
title | United States politicians’ tone became more negative with 2016 primary campaigns |
title_full | United States politicians’ tone became more negative with 2016 primary campaigns |
title_fullStr | United States politicians’ tone became more negative with 2016 primary campaigns |
title_full_unstemmed | United States politicians’ tone became more negative with 2016 primary campaigns |
title_short | United States politicians’ tone became more negative with 2016 primary campaigns |
title_sort | united states politicians’ tone became more negative with 2016 primary campaigns |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10307896/ https://www.ncbi.nlm.nih.gov/pubmed/37380698 http://dx.doi.org/10.1038/s41598-023-36839-1 |
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