Title
Exploring the Ideological Nature of Journalists' Social Networks on Twitter and Associations with News Story Content.
Abstract
The present work proposes the use of social media as a tool for better understanding the relationship between a journalists' social network and the content they produce. Specifically, we ask: what is the relationship between the ideological leaning of a journalist's social network on Twitter and the news content he or she produces? Using a novel dataset linking over 500,000 news articles produced by 1,000 journalists at 25 different news outlets, we show a modest correlation between the ideologies of who a journalist follows on Twitter and the content he or she produces. This research can provide the basis for greater self-reflection among media members about how they source their stories and how their own practice may be colored by their online networks. For researchers, the findings furnish a novel and important step in better understanding the construction of media stories and the mechanics of how ideology can play a role in shaping public information.
Year
Venue
Field
2017
arXiv: Social and Information Networks
Social network,Political science,Social media,Advertising,Public information,Ideology
DocType
Volume
Citations 
Journal
abs/1708.06727
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
John Wihbey122.05
Thalita Dias Coleman200.34
Kenneth Joseph395.91
David Lazer429024.46