Although it is under-studied relative to other social media platforms, YouTube is arguably the largest and most engaging online media consumption platform in the world. Recently, YouTube's scale has fueled concerns that YouTube users are being radicalized via a combination of biased recommendations and ostensibly apolitical "anti-woke" channels, both of which have been claimed to direct attention to radical political content. Here we test this hypothesis using a representative panel of more than 300,000 Americans and their individual-level browsing behavior, on and off YouTube, from January 2016 through December 2019. Using a labeled set of political news channels, we find that news consumption on YouTube is dominated by mainstream and largely centrist sources. Consumers of far-right content, while more engaged than average, represent a small and stable percentage of news consumers. However, consumption of "anti-woke" content, defined in terms of its opposition to progressive intellectual and political agendas, grew steadily in popularity and is correlated with consumption of far-right content off-platform. We find no evidence that engagement with far-right content is caused by YouTube recommendations systematically, nor do we find clear evidence that anti-woke channels serve as a gateway to the far right. Rather, consumption of political content on YouTube appears to reflect individual preferences that extend across the web as a whole.
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http://dx.doi.org/10.1073/pnas.2101967118 | DOI Listing |
There has been a lack of research examining how right-wing extremist groups justify their key claims online to reach a broader audience. This question is even more worrisome when considering a Canadian context, given Canada's state policies on multiculturalism and intolerance of hateful rhetoric. My research draws on the gaps within the literature of right-wing extremism, online spaces, and justification of discourse by conducting a content analysis of 300 Facebook and Twitter posts from the accounts of three Canadian right-wing extremist groups, ID Canada, Soldiers of Odin BC, and Yellow Vests Canada.
View Article and Find Full Text PDFInt J
June 2024
Center for International Security and Cooperation, Stanford University, Stanford, California, USA.
This article details the Russian government's efforts to influence Canadians' perceptions of the war in Ukraine. Specifically, we examined Russian information campaigns tailored to Canadian audiences on X (formerly known as Twitter) and the supportive ecosystems of accounts that amplify those campaigns. By 2023, this ecosystem included at least 200,000 X accounts that have shared content with millions of Canadians.
View Article and Find Full Text PDFFront Sociol
May 2024
Department of Communication and Humanities, University of Urbino Carlo Bo, Urbino, Italy.
In February 2016, Facebook expanded the original "Like" button by introducing five additional "Reactions"-Love, Haha, Wow, Sad, and Angry-using modified versions of Unicode emojis. These reactions enable users to express more nuanced emotions towards posts. This literature review investigates scholarly research on user behavior in response to these reactions, with a focus on a broad spectrum of socioeconomic and psychological issues.
View Article and Find Full Text PDFPLoS One
November 2023
Brussels School of Governance, Vrije Universiteit Brussel, Brussels, Belgium.
This paper offers an empirical investigation of the narrative profiles afforded by public, one-way messaging channels on Telegram. We define these narrative profiles in terms of the contribution of messages to a thread of narrative continuity, and test the double hypothesis that 1) Telegram channels afford diverse narrative profiles, corresponding with distinct vernacular uses of the platform's features, and that 2) networks of Telegram channels sampled from thematically distinct seed channels lean towards distinct profiles. To this end, we analyse the textual contents of 2,724,187 messages from 492 public messaging channels spanning five thematic networks.
View Article and Find Full Text PDFPNAS Nexus
November 2023
Department of Mathematics, City University of London, London EC1V 0HB, UK.
Deplatforming, or banning malicious accounts from social media, is a key tool for moderating online harms. However, the consequences of deplatforming for the wider social media ecosystem have been largely overlooked so far, due to the difficulty of tracking banned users. Here, we address this gap by studying the ban-induced platform migration from Twitter to Gettr.
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