HackerPapers

arXiv:2310.07779cs.SI

Social Approval and Network Homophily as Motivators of Online Toxicity

Julie Jiang, Luca Luceri, Joseph B. Walther, Emilio Ferrara

Early discovery. Linked by one identifiable commenter. This paper is outside the main ranking; a mention is not an endorsement.

Abstract

Online hate messaging is a pervasive issue plaguing the well-being of social media users. This research empirically investigates a novel theory positing that online hate may be driven primarily by the pursuit of social approval rather than a direct desire to harm the targets. Results show that toxicity is homophilous in users' social networks and that a user's propensity for hostility can be predicted by their social networks. We also illustrate how receiving greater or fewer social engagements in the form of likes, retweets, quotes, and replies affects a user's subsequent toxicity. We establish a clear connection between receiving social approval signals and increases in subsequent toxicity. Being retweeted plays a particularly prominent role in escalating toxicity. Results also show that not receiving expected levels of social approval leads to decreased toxicity. We discuss the important implications of our research and opportunities to combat online hate.

arXiv comments
Journal reference
DOI
Subjects
cs.SISocial and Information Networks

On Hacker News

Linked by 1 identifiable commenter in 1 comment across 1 thread, from Jan 2025 to Jan 2025.

Comments linking this paper, per year.

Discussed in comments1 thread

    • Seems to be the wrong measure for the angry dopamine machine. I should’ve mentioned critical thinking and emotional intelligence as well in my first comment. Citations below. https://www.nature.com/articles/s41598-024-71263-z…

      toomuchtodoView on HNParent context

Submitted to Hacker News

Connected through shared HN threads, not inferred similarity or a recommendation.