Exit Stories: Using Reddit Self-Disclosures to Understand Disengagement from Problematic Communities

2025-08-19

AI Summary

This study investigates how users naturally disengage from harmful online communities—such as conspiracy theory, male supremacist, and extremist religious subreddits—to inform evidence-based intervention design. Drawing on 15,000 authentic “exit narratives” from Reddit, we apply an interdisciplinary theoretical framework integrating social psychology, organizational behavior, and extremism studies, combined with qualitative coding and large-scale textual analysis to systematically compare multi-thematic disengagement narratives. Results reveal that disengagement is highly community-specific and cannot be reduced to mere factual correction; instead, psychological support and identity reconstruction constitute central mechanisms, necessitating context-sensitive intervention strategies. Moving beyond the traditional “cognitive bias” paradigm, this work advances a supportive community-building model of disengagement. It offers empirically grounded, actionable pathways for countering extremism and informing platform governance policies.

Technology Category

• Application Domains: Humanities & Computational Social Science
• Cognitive Modeling & Cognitive Systems: Social Cognition And Interaction
• Natural Language Processing: Discourse, Pragmatics & Argument Mining

Application Category

• Social Networks and Social Media: Media and governance, opinion dynamics, filter bubbles, polarization
• User Modeling, Personalization and Recommendation: Psychology-informed user models and recommender systems
• Responsible Web: Mitigating online harms, including harassment, spam, and fake reviews

Abstract

Online platforms like Reddit are increasingly becoming popular for individuals sharing personal experiences of leaving behind social, ideological, and political groups. Specifically, a series of "ex-" subreddits on Reddit allow users to recount their departures from commitments such as religious affiliations, manosphere communities, conspiracy theories or political beliefs, and lifestyle choices. Understanding the natural process through which users exit, especially from problematic groups such as conspiracy theory communities and the manosphere, can provide valuable insights for designing interventions targeting disengagement from harmful ideologies. This paper presents an in-depth exploration of 15K exit stories across 131 subreddits, focusing on five key areas: religion, manosphere, conspiracy theories, politics, and lifestyle. Using a transdisciplinary framework that incorporates theories from social psychology, organizational behavior, and violent extremism studies, this work identifies a range of factors contributing to disengagement. The results describe how disengagement from problematic groups, such as conspiracy theories and the manosphere, is a multi-faceted process that is qualitatively different than disengaging from more established social structures, such as religions or political ideologies. This research further highlights the need for moving beyond interventions that treat conspiracy theorizing solely as an information problem and contributes insights for future research focusing on offering mental health interventions and support in exit communities.

Problem

• Analyzing disengagement factors from harmful online communities
• Understanding exit processes from conspiracy and manosphere groups
• Identifying multi-faceted disengagement beyond information interventions

Innovation

• Analyzed 15K Reddit exit stories
• Used transdisciplinary framework from psychology
• Identified multi-faceted disengagement factors