Celebrity messages reduce online hate and limit its spread
By: Eaman Jahani , Blas Kolic , Manuel Tonneau and more
Potential Business Impact:
Stops online hate with celebrity videos.
Online hate spreads rapidly, yet little is known about whether preventive and scalable strategies can curb it. We conducted the largest randomized controlled trial of hate speech prevention to date: a 20-week messaging campaign on X in Nigeria targeting ethnic hate. 73,136 users who had previously engaged with hate speech were randomly assigned to receive prosocial video messages from Nigerian celebrities. The campaign reduced hate content by 2.5% to 5.5% during treatment, with about 75% of the reduction persisting over the following four months. Reaching a larger share of a user's audience reduced amplification of that user's hate posts among both treated and untreated users, cutting hate reposts by over 50% for the most exposed accounts. Scalable messaging can limit online hate without removing content.
Similar Papers
Modelling the Spread of Toxicity and Exploring its Mitigation on Online Social Networks
Social and Information Networks
Bots reduce online hate speech by changing its message.
Testing Hypotheses from the Social Approval Theory of Online Hate: An Analysis of 110 Million Posts from Parler
Computation and Language
Online hate isn't driven by likes, study finds.
Shooting the Messenger? Harassment and Hate Speech Directed at Journalists on Social Media
Social and Information Networks
Protects women journalists from online hate.