Incorporating Procedural Fairness in Flag Submissions on Social Media Platforms

Read full text
Authors: Yunhee Shim, Shagun Jhaver
Cited by: 1
References: 27

Abstract

Flagging mechanisms on social media platforms allow users to report inappropriate posts/accounts for review by content moderators. These reports are pivotal to platforms’ efforts toward regulating norm violations. This article examines how platforms’ design choices in implementing flagging mechanisms influence flaggers’ perceptions of content moderation. We conducted a survey experiment asking US respondents ( N =2,936) to flag inappropriate posts using one of 54 randomly assigned flagging implementations. After flagging, participants rated their fairness perceptions of the flag submission process along the dimensions of consistency, transparency, and voice (agency). We found that participants perceived greater transparency when flagging interfaces included community guidelines and greater voice when they incorporated a text box for open-ended feedback. Our qualitative analysis of open-ended responses highlights user needs for improved accessibility, educational support for reporting, and protections against false flags. We offer design recommendations for building fairer flagging systems without exacerbating the cognitive burden of submitting flags.

Fields of Study & Subjects

Hate Speech and Cyberbullying Detection Misinformation and Its Impacts Social Media and Politics

Publication details

Journal / source
ACM Transactions on Social Computing
Publisher
Association for Computing Machinery (ACM)
Volume
9
Issue
1
Pages
1–40
Publication date
21 February 2026
Language
EN