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Online Signals of Extremist Mobilization.

Olivia BrownLaura G E SmithBrittany I DavidsonDaniel RacekAdam Joinson
Published in: Personality & social psychology bulletin (2024)
Psychological theories of mobilization tend to focus on explaining people's motivations for action, rather than mobilization ("activation") processes. To investigate the online behaviors associated with mobilization, we compared the online communications data of 26 people who subsequently mobilized to right-wing extremist action and 48 people who held similar extremist views but did not mobilize ( N = 119,473 social media posts). In a three-part analysis, involving content analysis (Part 1), topic modeling (Part 2), and machine learning (Part 3), we showed that communicating ideological or hateful content was not related to mobilization, but rather mobilization was positively related to talking about violent action, operational planning, and logistics. Our findings imply that to explain mobilization to extremist action, rather than the motivations for action, theories of collective action should extend beyond how individuals express grievances and anger, to how they equip themselves with the "know-how" and capability to act.
Keyphrases
  • social media
  • health information
  • machine learning
  • healthcare
  • artificial intelligence
  • big data
  • electronic health record
  • deep learning
  • depressive symptoms