This study examined how fake news, misinformation, and satire, affected the emerging media ecosystem during the 2016 U.S. presidential election through an integrated intermedia agenda-setting analysis, which studies broad attributes and myopic stories and events. A computer-assisted content analysis of millions of news articles was conducted alongside a qualitative analysis of popular news headlines and articles. The results showed that websites that spread misinformation had a fairly close intermedia agenda-setting relationship with fact-based media in covering Trump, but not for the news about Clinton. Satire websites barely interacted with the agenda of other media outlets. Overall, it seemed that rather than playing a unique agenda-setting role in this emerging media landscape, fake news websites added some noise to an already sensationalized news environment.
AllcottH.GentzkowM. (2017). Social media and fake news in the 2016 election. The Journal of Economic Perspectives, 31, 211-236. doi:10.1257/jep.31.2.211
3.
BakirV.McStayA. (2018). Fake news and the economy of emotions: Problems, causes, solutions. Digital Journalism, 6, 154-175. doi:10.1080/21670811.2017.1345645
4.
BaumM. A.GroelingT. (2008). New media and the polarization of American political discourse. Political Communication, 25, 345-365. doi:10.1080/10584600802426965
5.
BerkowitzD.SchwartzD. A. (2016). Miley, CNN and The Onion: When fake news becomes realer than real. Journalism Practice, 10, 1-17. doi:10.1080/17512786.2015.1006933
6.
ColemanR.WuH. D. (2010). Proposing emotion as a dimension of affective agenda setting: Separating affect into two components and comparing their second-level effects. Journalism & Mass Communication Quarterly, 87, 315-327.
7.
DenhamB. E. (2014). Intermedia attribute agenda setting in the New York Times: The case of animal abuse in US horse racing. Journalism & Mass Communication Quarterly, 91, 17-37. doi:10.1177/1077699013514415
FarisR.RobertsH.EtlingB.BourassaN.ZuckermanE.BenklerY. (2017). Partisanship, propaganda, and disinformation: Online media and the 2016 U.S. presidential election. Retrieved from https://cyber.harvard.edu/publications/2017/08/mediacloud
HammondJ.WeidmannN. B. (2014). Using machine-coded event data for the micro-level study of political violence. Research & Politics, 1, 1-8. doi:10.1177/2053168014539924
12.
HarderR. A.SevenansJ.Van AelstP. (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, 275-293. doi:10.1177/1940161217704969
13.
IyengarS.HahnK. S. (2009). Red media, blue media: Evidence of ideological selectivity in media use. Journal of Communication, 59, 19-39. doi:10.1111/j.1460-2466.2008.01402.x
14.
KiousisS.BantimaroudisP.BanH. (1999). Candidate image attributes: Experiments on the substantive dimension of second level agenda setting. Communication Research, 26, 414-428. doi:10.1177/009365099026004003
15.
KiousisS.PopescuC.MitrookM. (2007). Understanding influence on corporate reputation: An examination of public relations efforts, media coverage, public opinion, and financial performance from an agenda-building and agenda-setting perspective. Journal of Public Relations Research, 19, 147-165. doi:10.1080/10627260701290661
16.
LeetaruK. (2015). Mining libraries: Lessons learned from 20 years of massive computing on the world’s information. Information Services & Use, 35, 31-50. doi:10.3233/ISU-150767
17.
LimJ. (2011). First-level and second-level intermedia agenda-setting among major news websites. Asian Journal of Communication, 21, 167-185. doi:10.1080/01292986.2010.539300
18.
LinebargerP. M. A. (1948). Psychological warfare. Washington, DC: Infantry Journal Press.
19.
McCombsM. (2004). Setting the agenda: The mass media and public opinion. Cambridge, UK: Polity Press.
20.
McCombsM.LlamasJ. P.Lopez-EscobarE.ReyF. (1997). Candidate images in Spanish elections: Second-level agenda-setting effects. Journalism & Mass Communication Quarterly, 74, 703-717. doi:10.1177/107769909707400404
21.
MerazS. (2009). Is there an elite hold? Traditional media to social media agenda setting influence in blog networks. Journal of Computer-Mediated Communication, 14, 682-707. doi:10.1111/j.1083-6101.2009.01458.x
22.
MerazS. (2011). Using time series analysis to measure intermedia agenda-setting influence in traditional media and political blog networks. Journalism & Mass Communication Quarterly, 88, 176-194. doi:10.1177/107769901108800110
23.
MihailidisP.ViottyS. (2017). Spreadable spectacle in digital culture: Civic expression, fake News, and the role of media literacies in “post-fact” society. American Behavioral Scientist, 61, 441-454. doi:10.1177/0002764217701217
24.
ParmeleeJ. H. (2014). The agenda-building function of political tweets. New Media & Society, 16, 434-450. doi:10.1177/1461444813487955
25.
PriorM. (2013). Media and political polarization. Annual Review of Political Science, 16, 101-127. doi:10.1146/annurev-polisci-100711-135242
26.
ReeseS. D.DanielianL. H. (1989). Intermedia influence and the drug issue: Converging on cocaine. In ShoemakerP. (Ed.), Communication campaigns about drugs: Government, media, and the public (pp. 29-46). New York, NY: Lawrence Erlbaum.
27.
RojeckiA.MerazS. (2016). Rumors and factitious informational blends: The role of the web in speculative politics. New Media & Society, 18, 25-43. doi:10.1177/1461444814535724
28.
ShoemakerP.ReeseS. D. (2011). Mediating the message. New York, NY: Routledge.
TuchmanG. (1978). Making news: A study in the construction of reality. New York, NY: Free Press.
35.
VargoC.GuoL.AmazeenM. A. (2018). The agenda-setting power of fake news: A big data analysis of the online media landscape from 2014 to 2016. New Media & Society, 20, 2028-2049. doi:10.1177/1461444817712086
36.
VargoC. J.GuoL. (2017). Networks, Big Data, and Intermedia Agenda Setting: An Analysis of Traditional, Partisan, and Emerging Online US News. Journalism & Mass Communication Quarterly, 94, 1031-1055.
37.
VonbunR.KönigslöwK. K.SchoenbachK. (2016). Intermedia agenda-setting in a multimedia news environment. Journalism, 17, 1054-1073. doi:10.1177/1464884915595475
38.
WaisanenD. J. (2011). Crafting hyperreal spaces for comic insights: The Onion News Network’s ironic iconicity. Communication Quarterly, 59(5), 508-528.
ZubiagaA.AkerA.BontchevaK.LiakataM.ProcterR. (2018). Detection and resolution of rumours in social media: A survey. ACM Computing Surveys (CSUR), 51(2), 1-36. doi:10.1145/3161603
