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Assembling the Networks and Audiences of Disinformation

How Successful Russian IRA Twitter Accounts Built Their Followings, 2015–2017

Bibliographic Data

ID22693262
AuthorsYini Zhang (0000-0002-2957-1590, Department of Communication, University at Buffalo, Buffalo, NY, USA, corresponding author), Josephine Lukito (0000-0002-0771-1070, School of Journalism and Media, University of Texas at Austin, Austin, TX, USA), Min-Hsin Su (0000-0002-7198-4874, University of Wisconsin–Madison), J Suk (0000-0003-4690-2395, University of Wisconsin–Madison), Yiping Xia (0000-0002-1483-2006, University of Wisconsin–Madison), Sang Jung Kim (0000-0001-5861-728X, University of Wisconsin–Madison), Larissa Doroshenko (0000-0001-6763-628X, Northeastern University), Caroline Wells (0000-0002-1126-9799, Boston University)
Year2021
Volume71
Issue2
Pages305-331
Publication date2021-04-25
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueJournal of Communication (JOURNAL)
Journal identifiersISSN: 0021-9916 • E-ISSN: 1460-2466
PublisherOxford University Press (OUP) (PUBLISHER)
DOI10.1093/joc/jqaa042
OpenAlexW3123356687
LanguageEN
Citations received26
References cited51

This study investigates how successful Russian Internet Research Agency (IRA) Twitter accounts constructed the followings that were central to their disinformation campaigns around the 2016 U.S. presidential election. Treating an account’s social media following as both an ego network and an audience critical for information diffusion and influence accrual, we situate IRA Twitter accounts’ accumulation of followers in the ideologically polarized, attention driven, and asymmetric political communication system. Results show that partisan enclaves on Twitter contributed to IRA accounts’ followings through retweeting; and that mainstream and hyperpartisan media assisted conservative IRA accounts’ following gain by embedding their tweets in news. These results illustrate how network dynamics within social media and news media amplification beyond it together boosted social media followings. Our results also highlight the dynamics fanning the flames of disinformation: partisan polarization, media fragmentation and asymmetry, and an attention economy optimized for engagement rather than accuracy.

Disinformation · Fake news · Ideology · Mainstream · Media studies · Political science · Politics · Presidential election · Social media · Sociology · Law · Misinformation and Its Impacts · Opinion Dynamics and Social Influence · Social Media and Politics

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  • Conceptualizing the evolving nature of computational propaganda

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  • Disinformation as a context-bound phenomenon

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    Open Access•Darren L Linvill, Patrick L Warren et al.•Journal of Computer-Mediated…•2021

  • Trump, Twitter, and Truth Social

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  • Naming the enemy

    Open Access•Charlotte Wagnsson, Albin Östervall et al.•Humanities and Social Sciences…•2025

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  • The Alternative Truth Kept Hidden From Us

    Open Access•Michael Hameleers, Darian Harff et al.•Digital Journalism•2025

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  • Conceptualizing and Examining Change in Communication Research

    Miriam Brinberg, David M Lydon-Staley•Communication Methods and Measures•2023

  • The Role of Minority Political Groups in the Dissemination of Disinformation. The Case of Spain

    Elias Said-Hung, Marta Sánchez Esparza et al.•Journalism Practice•2024

  • How a peripheral ideology becomes mainstream

    Open Access•Yini Zhang, Zhanwei Yue et al.•New Media & Society•2022

  • A quantitative analysis of semantic characteristics and success of personal narratives on social media

    Open Access•Huixia Sun, Xueqi Xiang et al.•Narrative Inquiry•2024

  • Prigozhin’s Propaganda Team

    Open Access•Serge Poliakoff, Florian Toepfl•Europe Asia Studies•2026

  • Hashtag framing and stakeholder targeting

    Rui Wang, Weiai Wayne Xu•Journal of Information Technology…•2022

  • Bursts of contemporaneous publication among high- and low-credibility online information providers

    Open Access•Ceren Budak, Lia Bozarth et al.•New Media & Society•2023

  • The dark side of entertainment? How viral entertaining media build an attention base for the far-right politics of The Epoch Times

    Open Access•Yilang Peng, Tian Yang et al.•New Media & Society•2023

  • The miasma of misinformation

    Nikhilesh Dholakia, Aras Ozgun et al.•Consumption Markets & Culture•2023

  • Exploring the stability and social influence dynamics in climate change deniers’ disinformation network

    Aimei Yang•The Information Society•2025

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    Open Access•Ernesto De León, Mykola Makhortykh et al.•Political Communication•2024

  • Curating Emergent Publics Through Domain Crossing

    Open Access•Joshua M Scacco, Adam J Saffer•Social Media + Society•2024

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    Open Access•Xiaoya Jiang, Min-Hsin Su et al.•Social Media + Society•2021

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  • News in Social Media Environments

    Open Access•Diana Bossio•Journalism and Social Media•2017

  • Time Series Analysis for the Social Sciences

    Open Access•J M Box-Steffensmeier, Janet Box-Steffensmeier et al.•Time Series Analysis for the…•2014

  • The Logic of Connective Action

    Open Access•W L Bennett, Alexandra Segerberg•Logic of Connective Action•2013

  • Post-Broadcast Democracy

    Open Access•Markus Prior•Post-Broadcast Democracy•2007

  • The Marketplace of Attention

    James G Webster•Marketplace of Attention•2014

  • False equivalencies

    Open Access•Deen Freelon, Arthur Marwick et al.•Science•2020

  • Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks

    Open Access•Sinan Aral, Lev Muchnik et al.•Proceedings of the National…•2009

  • The Structural Virality of Online Diffusion

    Open Access•Sharad Goel, Ashton Anderson et al.•Management Science•2016

  • Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017

    Open Access•Christopher A Bail, Chris Bail et al.•Proceedings of the National…•2020

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  • Of big birds and bayonets

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    Open Access•Jacob Groshek•Journal of Communication•2011

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    Open Access•Zeynep Tufekci, Christopher P Wilson et al.•Journal of Communication•2012

  • Network Propaganda

    Open Access•Yochai Benkler, Yochai Roberts Benkler et al.•Network Propaganda•2018

  • Homophily, group size, and the diffusion of political information in social networks

    Open Access•Yosh Halberstam, Brian Knight•Journal of Public Economics•2016

  • Twitter power

    Open Access•Bernard J Jansen, Mimi Zhang et al.•Journal of the Association for…•2009

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    Open Access•Benjamin W Cramer•Journal of Information Policy•2017

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    Open Access•Josephine Lukito, J Suk et al.•The International Journal of…•2019

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    Open Access•Chris J Vargo, Lei Guo et al.•New Media & Society•2017

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    Open Access•Yini Zhang, Caroline Wells et al.•New Media & Society•2017

  • Rumors and factitious informational blends

    Open Access•Andrew Rojecki, Sharon Meraz•New Media & Society•2014

  • The emergence of network media logic in political communication

    Open Access•Ulrike Klinger, J Svensson•New Media & Society•2014

  • International dimensions of electoral processes

    Open Access•Charles E Ziegler•International Politics•2017

  • The disinformation order

    Open Access•W L Bennett, Steven Livingston•European Journal of Communication•2018

  • The Social Capital of Opinion Leaders

    Open Access•R S Burt•The Annals of the American…•1999

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  • New Media and the Polarization of American Political Discourse

    Matthew A Baum, Tim Groeling•Political Communication•2008

  • Troll Factories

    Darren L Linvill, Patrick L Warren•Political Communication•2020

  • Studying Politics Across Media

    Leticia Bode, Emily K Vraga•Political Communication•2018

  • Not This One

    Open Access•Zeynep Tufekci•American Behavioral Scientist•2013

  • Characterizing the 2016 Russian IRA influence campaign

    Open Access•Adam Badawy, Aseel Addawood et al.•Social Network Analysis and Mining•2019

  • Birds of a Feather

    Miller Mcpherson, L Smith-Lovin et al.•Annual Review of Sociology•2001

  • Influentials, Networks, and Public Opinion Formation

    Duncan J Watts, Peter Sheridan Dodds•Journal of Consumer Research•2007

Unique citing works26
Citations per year5,2
Citation span2021 - 2026 (6)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 25

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