Conference papers
Legislative agenda-setting power of social media
#BlackLivesMatter and the George Floyd Justice in Policing Act of 2020
In an effort to understand the legislative agenda setting impacts of social media content, the present study analyzes political discourse on Twitter regarding the George Floyd Justice in Policing Act. Using a Latent Dirichlet Allocation (LDA) topic model to dissect the Twitter conversation aimed at Representative Karen Bass, the sponsor of the H.R.7120, in the weeks leading up to the bill’s filing, our analysis of nearly 68,000 tweets posted in the days before the bill’s filing reveals that constituents strongly urged the Representative to work on legislation targeted on police reform – offering evidence of how constituents demanded, and drove, legislative action. Considering our findings, we argue that there is considerable potential for social media to serve as an amplifier of social issues and concerns among constituents. Through this process, we posit that social media can prove to be a vital catalyst in social justice reform.
Article outline
- Literature review
- Agenda-setting theory: Seminal work to social media extensions
- First and second level effects
- Agenda-setting effects of social media
- Media coverage and legislative agenda-setting
- Media Amplification Cycle
- Theoretical contribution
- Method
- Data collection
- Data analysis
- Results
- Discussion
-
References
References
Barberá, P., Casas, A., Nagler, J., Egan, P. J., Bonneau, R., Jost, J. T., & Tucker, J. A.
(
2019)
Who leads? Who follows? Measuring issue attention and agenda setting by legislators and the mass public using social media data.
American Political Science Review,
113
(4), 883–901.
Bastani, K., Namavari, H., & Shaffer, J.
(
2019)
Latent Dirichlet allocation (LDA) for topic modeling of the CFPB consumer complaints.
Expert Systems with Applications,
127
1, 256–271.
Carney, N.
(
2016)
All lives matter, but so does race: Black lives matter and the evolving role of social media.
Humanity & Society,
40
(2), 180–199.
Chong, M.
(
2019)
Connective Power of the Twitter Networks: Discovering the Reverse Agenda-Setting Effects of Hashtag Activism Through Topic Modeling.
82nd Annual Meeting of the Association for Information Science & Technology, 629–630.
Conway, B. A., Kenski, K., & Wang, D.
(
2015)
The rise of Twitter in the political campaign: Searching for intermedia agenda-setting effects in the presidential primary.
Journal of Computer-Mediated Communication,
20
(4), 363–380.
Enli, G., & Simonsen, C.
(
2017)
‘Social media logic’ meets professional norms: Twitter hashtags usage by journalists and politicians.
Information, Communication & Society,
Enjolras, B., Steen-Johnsen, K., & Wollebaek, D.
(
2013)
Social media and mobilization to offline demonstrations: Transcending participatory divides?.
New Media & Society,
15
(6), 890–908.
Evans, H. K., Cordova, V., & Sipole, S.
(
2014)
Twitter style: An analysis of how house candidates used Twitter in their 2012 campaigns.
Political Science & Politics,
47
(2), 454.
Feezell, J. T.
(
2018)
Agenda setting through social media: The importance of incidental news exposure and social filtering in the digital era.
Political Research Quarterly,
71
(2), 482–494.
Freelon, D., McIlwain, C. D., & Clark, M.
(
2016)
Beyond the hashtags:# Ferguson,# Blacklivesmatter, and the online struggle for offline justice.
Center for Media & Social Impact, American University, Forthcoming.
Gans, H. J.
(
1979)
Deciding what’s news: A study of CBS Evening News, NBC Nightly News. Newsweek, and Time. New York: Pantheon, 2–3.
Gervais, B. T., Evans, H. K., & Russell, A.
(
2020)
Fear and loathing on Twitter: Exploring negative rhetoric in tweets during the 2018 midterm election. In
The Roads to Congress 2018 (pp. 31–52). Palgrave Macmillan, Cham.
Golan, G., & Wanta, W.
(
2001)
Second-level agenda setting in the New Hampshire primary: A comparison of coverage in three newspapers and public perceptions of candidates.
Journalism & Mass Communication Quarterly,
78
(2), 247–259.
Guo, L., & Vargo, C.
(
2015)
The power of message networks: A big-data analysis of the network agenda setting model and issue ownership.
Mass Communication and Society,
18
(5), 557–576.
Harder, R. A., Sevenans, J., & Van Aelst, P.
(
2017)
Intermedia agenda setting in the social media age: How traditional players dominate the news agenda in election times.
The International Journal of Press/Politics,
22
(3), 275–293.
Hemphill, L., Russell, A., & Schöpke-Gonzalez, A. M.
(
2020)
What Drives US Congressional Members’ Policy Attention on Twitter?.
Policy & Internet.
Kilgo, D. K., & Harlow, S.
(
2019)
Protests, media coverage, and a hierarchy of social struggle.
The International Journal of Press/Politics,
24
(4), 508–530.
Lopez-Escobar, E., Llamas, J. P., & McCombs, M.
(
1998)
Agenda setting and community consensus: First and second level effects.
International Journal of Public Opinion Research,
10
(4), 335–348.
McCombs, M. E., & Shaw, D. L.
(
1972)
The agenda-setting function of mass media.
Public Opinion Quarterly,
36
(2), 176–187.
Nair, P., & Sharma, S.
(
2017)
Reverse agenda-setting: Politics in the time of facebook.
Mainstream Weekly,
33
1.
Park, C.
(
2013)
Does Twitter motivate involvement in politics? Tweeting, opinion leadership, and political engagement.
Computers in Human Behavior.
29
(4), 1641–1648.
Pew Research Center
(
2018)
Public attitudes toward political engagement on social media. Retrieved from
[URL]
Pew Research Center
(
2019)
State of the news media methodology. Retrieved from
[URL]
Russell, A.
(
2018)
The politics of prioritization: Senators’ attention in 140 characters. In
The Forum (Vol. 16, No. 2, pp. 331–356). De Gruyter.
Schradie, J.
(
2019)
The revolution that wasn’t: How digital activism favors conservatives. Harvard University Press.
Tan, Y., & Weaver, D. H.
(
2009)
Local media, public opinion, and state legislative policies: Agenda setting at the state level.
The International Journal of Press/Politics, 14(4), 454–476.
Valenzuela, S.
(
2013)
Unpacking the use of social media for protest behavior: The roles of information, opinion expression, and activism.
American Behavioral Scientist,
57
(7), 920–942.
Vliegenthart, R., & Walgrave, S.
(
2011)
When the media matter for politics: Partisan moderators of the mass media’s agenda-setting influence on parliament in Belgium.
Party Politics,
17
(3), 321–342.
Walgrave, S., & Vliegenthart, R.
(
2012)
The complex agenda-setting power of protest: Demonstrations, media, parliament, government, and legislation in Belgium, 1993–2000.
Mobilization: An International Quarterly,
17
(2), 129–156.
Zhang, Y., Wells, C., Wang, S., & Rohe, K.
(
2018)
Attention and amplification in the hybrid media system: The composition and activity of Donald Trump’s Twitter following during the 2016 presidential election.
New Media & Society,
20
(9), 3161–3182.
Cited by
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2023.
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