Cargando…

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

There is widespread concern that Russia and other countries have launched social-media campaigns designed to increase political divisions in the United States. Though a growing number of studies analyze the strategy of such campaigns, it is not yet known how these efforts shaped the political attitu...

Descripción completa

Detalles Bibliográficos
Autores principales: Bail, Christopher A., Guay, Brian, Maloney, Emily, Combs, Aidan, Hillygus, D. Sunshine, Merhout, Friedolin, Freelon, Deen, Volfovsky, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6955293/
https://www.ncbi.nlm.nih.gov/pubmed/31767743
http://dx.doi.org/10.1073/pnas.1906420116
_version_ 1783486918966640640
author Bail, Christopher A.
Guay, Brian
Maloney, Emily
Combs, Aidan
Hillygus, D. Sunshine
Merhout, Friedolin
Freelon, Deen
Volfovsky, Alexander
author_facet Bail, Christopher A.
Guay, Brian
Maloney, Emily
Combs, Aidan
Hillygus, D. Sunshine
Merhout, Friedolin
Freelon, Deen
Volfovsky, Alexander
author_sort Bail, Christopher A.
collection PubMed
description There is widespread concern that Russia and other countries have launched social-media campaigns designed to increase political divisions in the United States. Though a growing number of studies analyze the strategy of such campaigns, it is not yet known how these efforts shaped the political attitudes and behaviors of Americans. We study this question using longitudinal data that describe the attitudes and online behaviors of 1,239 Republican and Democratic Twitter users from late 2017 merged with nonpublic data about the Russian Internet Research Agency (IRA) from Twitter. Using Bayesian regression tree models, we find no evidence that interaction with IRA accounts substantially impacted 6 distinctive measures of political attitudes and behaviors over a 1-mo period. We also find that interaction with IRA accounts were most common among respondents with strong ideological homophily within their Twitter network, high interest in politics, and high frequency of Twitter usage. Together, these findings suggest that Russian trolls might have failed to sow discord because they mostly interacted with those who were already highly polarized. We conclude by discussing several important limitations of our study—especially our inability to determine whether IRA accounts influenced the 2016 presidential election—as well as its implications for future research on social media influence campaigns, political polarization, and computational social science.
format Online
Article
Text
id pubmed-6955293
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher National Academy of Sciences
record_format MEDLINE/PubMed
spelling pubmed-69552932020-01-14 Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017 Bail, Christopher A. Guay, Brian Maloney, Emily Combs, Aidan Hillygus, D. Sunshine Merhout, Friedolin Freelon, Deen Volfovsky, Alexander Proc Natl Acad Sci U S A PNAS Plus There is widespread concern that Russia and other countries have launched social-media campaigns designed to increase political divisions in the United States. Though a growing number of studies analyze the strategy of such campaigns, it is not yet known how these efforts shaped the political attitudes and behaviors of Americans. We study this question using longitudinal data that describe the attitudes and online behaviors of 1,239 Republican and Democratic Twitter users from late 2017 merged with nonpublic data about the Russian Internet Research Agency (IRA) from Twitter. Using Bayesian regression tree models, we find no evidence that interaction with IRA accounts substantially impacted 6 distinctive measures of political attitudes and behaviors over a 1-mo period. We also find that interaction with IRA accounts were most common among respondents with strong ideological homophily within their Twitter network, high interest in politics, and high frequency of Twitter usage. Together, these findings suggest that Russian trolls might have failed to sow discord because they mostly interacted with those who were already highly polarized. We conclude by discussing several important limitations of our study—especially our inability to determine whether IRA accounts influenced the 2016 presidential election—as well as its implications for future research on social media influence campaigns, political polarization, and computational social science. National Academy of Sciences 2020-01-07 2019-11-25 /pmc/articles/PMC6955293/ /pubmed/31767743 http://dx.doi.org/10.1073/pnas.1906420116 Text en Copyright © 2020 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle PNAS Plus
Bail, Christopher A.
Guay, Brian
Maloney, Emily
Combs, Aidan
Hillygus, D. Sunshine
Merhout, Friedolin
Freelon, Deen
Volfovsky, Alexander
Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017
title Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017
title_full Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017
title_fullStr Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017
title_full_unstemmed Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017
title_short Assessing the Russian Internet Research Agency’s impact on the political attitudes and behaviors of American Twitter users in late 2017
title_sort assessing the russian internet research agency’s impact on the political attitudes and behaviors of american twitter users in late 2017
topic PNAS Plus
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6955293/
https://www.ncbi.nlm.nih.gov/pubmed/31767743
http://dx.doi.org/10.1073/pnas.1906420116
work_keys_str_mv AT bailchristophera assessingtherussianinternetresearchagencysimpactonthepoliticalattitudesandbehaviorsofamericantwitterusersinlate2017
AT guaybrian assessingtherussianinternetresearchagencysimpactonthepoliticalattitudesandbehaviorsofamericantwitterusersinlate2017
AT maloneyemily assessingtherussianinternetresearchagencysimpactonthepoliticalattitudesandbehaviorsofamericantwitterusersinlate2017
AT combsaidan assessingtherussianinternetresearchagencysimpactonthepoliticalattitudesandbehaviorsofamericantwitterusersinlate2017
AT hillygusdsunshine assessingtherussianinternetresearchagencysimpactonthepoliticalattitudesandbehaviorsofamericantwitterusersinlate2017
AT merhoutfriedolin assessingtherussianinternetresearchagencysimpactonthepoliticalattitudesandbehaviorsofamericantwitterusersinlate2017
AT freelondeen assessingtherussianinternetresearchagencysimpactonthepoliticalattitudesandbehaviorsofamericantwitterusersinlate2017
AT volfovskyalexander assessingtherussianinternetresearchagencysimpactonthepoliticalattitudesandbehaviorsofamericantwitterusersinlate2017