'One Style Does Not Regulate All': Moderation Practices in Public and Private WhatsApp Groups

2024-01-16

arXiv.org

AI Summary

This study investigates volunteer content moderation practices by WhatsApp group administrators in India and Bangladesh under end-to-end encryption constraints, focusing on fundamental differences between public and private groups in formation logic, member behavior, and governance strategies. Method: Drawing on 32 in-depth interviews with administrators and ethnographic analysis of 30 public groups, the study adapts Baumrind’s parenting style theory to digital community governance, proposing a two-dimensional “care–control” framework to classify four distinct moderation styles. Contribution/Results: Findings demonstrate that moderation style significantly influences content intervention efficacy. The study identifies context-specific trade-offs between care-oriented support and control-oriented enforcement, particularly in low-resource settings. Based on empirical insights, it proposes actionable UI/UX design recommendations—including adaptive notification systems, lightweight moderation toolkits, and culturally grounded interface metaphors—to empower equitable, sustainable, and scalable volunteer governance in encrypted environments.

Technology Category

• Application Domains: Humanities & Computational Social Science
• Humans and AI: Voting
• Natural Language Processing: Ethics — Bias, Fairness, Transparency & Privacy

Application Category

• Responsible Web: Consent frameworks and practices on the web
• Web Mining and Content Analysis: Community question answering
• Economics, Online Markets and Human Computation: LLM based quality controls for crowd work

Abstract

WhatsApp is the largest social media platform in the Global South and is a virulent force in global misinformation and political propaganda. Due to end-to-end encryption WhatsApp can barely review any content and mostly rely on volunteer moderation by group admins. Yet, little is known about how WhatsApp group admins manage their groups, what factors and values influence moderation decisions, and what challenges they face while managing their groups. To fill this gap, we interviewed admins of 32 diverse groups and reviewed content from 30 public groups in India and Bangladesh. We observed notable differences in the formation, members' behavior, and moderation of public versus private groups, as well as in how WhatsApp admins operate compared to those on other platforms. We used Baumrind's typology of 'parenting styles' as a lens to examine how admins enact care and control during volunteer moderation. We identified four styles based on how caring and controlling the admins are and discuss design recommendations to help them better manage problematic content in WhatsApp groups.

Problem

• WhatsApp group management
• group owner decision-making
• public vs private groups

Innovation

• WhatsApp group management
• parenting styles framework
• content moderation strategies