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Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication
Recent studies documented alarming growth in antiscientific discourse among extremist groups online and especially the relatively high anti-vaccine attitudes among White Nationalists (WN). In light of accelerated politization of COVID-19 containment measures and the expansion of containment to lockd...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040359/ https://www.ncbi.nlm.nih.gov/pubmed/37005101 http://dx.doi.org/10.1016/j.vaccine.2023.03.050 |
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author | Walter, Dror Ophir, Yotam Ye, Hui |
author_facet | Walter, Dror Ophir, Yotam Ye, Hui |
author_sort | Walter, Dror |
collection | PubMed |
description | Recent studies documented alarming growth in antiscientific discourse among extremist groups online and especially the relatively high anti-vaccine attitudes among White Nationalists (WN). In light of accelerated politization of COVID-19 containment measures and the expansion of containment to lockdowns, masking, and more, we examine current sentiment, themes and argumentation in white nationalist discourse, regarding the COVID-19 vaccines and other containment measures. We use unsupervised machine learning approaches to analyze all conversations posted in the “Coronavirus (Covid-19)” sub-forum on Stormfront between January 2020 and December 2021 (N = 9642 posts). Additionally, we manually analyze sentiment and argumentation in 300 randomly sampled posts. We identified four discursive themes: Science, Conspiracies, Sociopolitical, and Containment. Negative- sentiment was substantially higher than what was found in prior work done before COVID-19 regarding vaccines and other containment measures. The negativity was driven mostly by arguments adapted from the anti-vaccine movement and not by WN ideology. |
format | Online Article Text |
id | pubmed-10040359 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100403592023-03-27 Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication Walter, Dror Ophir, Yotam Ye, Hui Vaccine Article Recent studies documented alarming growth in antiscientific discourse among extremist groups online and especially the relatively high anti-vaccine attitudes among White Nationalists (WN). In light of accelerated politization of COVID-19 containment measures and the expansion of containment to lockdowns, masking, and more, we examine current sentiment, themes and argumentation in white nationalist discourse, regarding the COVID-19 vaccines and other containment measures. We use unsupervised machine learning approaches to analyze all conversations posted in the “Coronavirus (Covid-19)” sub-forum on Stormfront between January 2020 and December 2021 (N = 9642 posts). Additionally, we manually analyze sentiment and argumentation in 300 randomly sampled posts. We identified four discursive themes: Science, Conspiracies, Sociopolitical, and Containment. Negative- sentiment was substantially higher than what was found in prior work done before COVID-19 regarding vaccines and other containment measures. The negativity was driven mostly by arguments adapted from the anti-vaccine movement and not by WN ideology. Elsevier Ltd. 2023-04-24 2023-03-27 /pmc/articles/PMC10040359/ /pubmed/37005101 http://dx.doi.org/10.1016/j.vaccine.2023.03.050 Text en © 2023 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Walter, Dror Ophir, Yotam Ye, Hui Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication |
title | Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication |
title_full | Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication |
title_fullStr | Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication |
title_full_unstemmed | Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication |
title_short | Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication |
title_sort | conspiracies, misinformation and resistance to public health measures during covid-19 in white nationalist online communication |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040359/ https://www.ncbi.nlm.nih.gov/pubmed/37005101 http://dx.doi.org/10.1016/j.vaccine.2023.03.050 |
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