Does digital campaigning matter, and if so, how? Testing a broadcast versus network effects model of candidates Twitter use

Rachel Gibson, Rosalynd Southern*, Cristian Vaccari, Peter Smyth, Jahandar Musayev

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Studies of online campaigning have consistently demonstrated a positive impact on electoral success, but it remains unclear how this occurs. Some find the content and style of post matter, while others have pointed to overall activity as the key driver, promoting a “broadcast” effect model. Still, others have argued for indirect effects whereby candidates rely on followers to share content within their networks. This paper develops a “joined-up” model to test these arguments that includes new measures to capture the responsiveness of candidate tweets and the extent of user engagement. We apply the model to the 2017 UK General Election Twitter campaign. Our findings confirm a digital campaign effect, but in a two-step rather than direct manner. Specifically, candidates that attract more engagement with their tweets (likes and retweets) enjoy more electoral success. We expand on our findings to argue for a “network” rather than “broadcast” model of digital campaign effects.

Original languageEnglish
Pages (from-to)1-16
Number of pages16
JournalJournal of Information Technology and Politics
Early online date9 Aug 2024
DOIs
Publication statusE-pub ahead of print - 9 Aug 2024

Keywords / Materials (for Non-textual outputs)

  • digital campaign
  • elections
  • machine learning
  • network communication
  • online mobilization
  • Social media
  • Twitter

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