English

Social media algorithms can curb misinformation, but do they?

Social and Information Networks 2024-11-20 v1 Computers and Society

Abstract

A recent article in Science\textit{Science} by Guess et al. estimated the effect of Facebook's news feed algorithm on exposure to misinformation and political information among Facebook users. However, its reporting and conclusions did not account for a series of temporary emergency changes to Facebook's news feed algorithm in the wake of the 2020 U.S. presidential election that were designed to diminish the spread of voter-fraud misinformation. Here, we demonstrate that these emergency measures systematically reduced the amount of misinformation in the control group of the study, which was using the news feed algorithm. This issue may have led readers to misinterpret the results of the study and to conclude that the Facebook news feed algorithm used outside of the study period mitigates political misinformation as compared to reverse chronological feed.

Keywords

Cite

@article{arxiv.2409.18393,
  title  = {Social media algorithms can curb misinformation, but do they?},
  author = {Chhandak Bagchi and Filippo Menczer and Jennifer Lundquist and Monideepa Tarafdar and Anthony Paik and Przemyslaw A. Grabowicz},
  journal= {arXiv preprint arXiv:2409.18393},
  year   = {2024}
}
R2 v1 2026-06-28T18:58:58.739Z