Score: 0

Mind Your Ps and Qs: Supporting Positive Reinforcement in Moderation Through a Positive Queue

Published: September 22, 2025 | arXiv ID: 2509.18437v1

By: Charlotte Lambert , Agam Goyal , Eunice Mok and more

Potential Business Impact:

Rewards good posts to make online groups better.

Business Areas:
Q&A Community and Lifestyle

Online communities are constantly growing, with dozens of platforms housing millions of users. Large and small communities alike rely on volunteer moderators to maintain order. Despite their key role, moderators are given a toolbox of punishments and asked to fend off barrages of harmful content. However, prior research shows that positive feedback may proactively encourage higher quality contributions and discourage norm violations. Moreover, moderators themselves have requested support for locating and rewarding content to encourage in their communities. These requests notwithstanding, there is a tangible lack of practical support through tools. Building off moderators' ideas, we build a novel moderation system, the Positive Queue, that augments Reddit's existing moderator interface with features to discover and reward desirable content. Through a user study of moderators, we find that the system has value to vastly different moderation settings. We present design directions and insights for incorporating positive moderation strategies into existing spaces.

Country of Origin
πŸ‡ΊπŸ‡Έ United States

Page Count
17 pages

Category
Computer Science:
Human-Computer Interaction