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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...

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Detalles Bibliográficos
Autores principales: Walter, Dror, Ophir, Yotam, Ye, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2023
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.
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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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