tetano
Editor, Senior Moderator
Vaccine
. 2023 Mar 27;S0264-410X(23)00344-4.
doi: 10.1016/j.vaccine.2023.03.050. Online ahead of print.
Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication
Dror Walter[SUP] 1 [/SUP], Yotam Ophir[SUP] 2 [/SUP], Hui Ye[SUP] 3 [/SUP]
Affiliations
Abstract
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.
Keywords: COVID-19; Conspiracy Theories; Political Extremism.
. 2023 Mar 27;S0264-410X(23)00344-4.
doi: 10.1016/j.vaccine.2023.03.050. Online ahead of print.
Conspiracies, misinformation and resistance to public health measures during COVID-19 in white nationalist online communication
Dror Walter[SUP] 1 [/SUP], Yotam Ophir[SUP] 2 [/SUP], Hui Ye[SUP] 3 [/SUP]
Affiliations
- PMID: 37005101
- DOI: 10.1016/j.vaccine.2023.03.050
Abstract
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.
Keywords: COVID-19; Conspiracy Theories; Political Extremism.