Cover Image

I've Seen Enough: Measuring the Toll of Content Moderation on Mental Health

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gauthier, Gabrielle M, Ali, Eesha, Asim, Amna, Cornell-Maier, Sarah, Zoellner, Lori A.
Format:	Preprint
Published:	2025
Subjects:	Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

"I've talked to ChatGPT about my issues last night.": Examining Mental Health Conversations with Large Language Models through Reddit Analysis
by: Jung, Kyuha, et al.
Published: (2025)

Beyond Content Exposure: Systemic Factors Driving Moderators' Mental Health Crisis in Africa
by: Abdelkadir, Nuredin Ali, et al.
Published: (2026)

Measuring the Mental Health of Content Reviewers, a Systematic Review
by: Gonzalez, Alexandra, et al.
Published: (2025)

HateBuffer: Safeguarding Content Moderators' Mental Well-Being through Hate Speech Content Modification
by: Park, Subin, et al.
Published: (2025)

"I Cannot Write This Because It Violates Our Content Policy": Understanding Content Moderation Policies and User Experiences in Generative AI Products
by: Gao, Lan, et al.
Published: (2025)

Designing Around Stigma: Human-Centered LLMs for Menstrual Health
by: Shahnawaz, Amna, et al.
Published: (2026)

Content Moderation Futures
by: Blackwell, Lindsay
Published: (2025)

Personalizing Content Moderation on Social Media: User Perspectives on Moderation Choices, Interface Design, and Labor
by: Jhaver, Shagun, et al.
Published: (2023)

"They've Over-Emphasized That One Search": Controlling Unwanted Content on TikTok's For You Page
by: Vera, Julie A., et al.
Published: (2025)

What If Moderation Didn't Mean Suppression? A Case for Personalized Content Transformation
by: Rashed, Rayhan, et al.
Published: (2025)

Social Simulation for Integrating Self-Care: Measuring the Effects of Contextual Environments in Augmented Reality for Mental Health Practice
by: Fang, Anna, et al.
Published: (2025)

"I Got Flagged for Supposed Bullying, Even Though It Was in Response to Someone Harassing Me About My Disability.": A Study of Blind TikTokers' Content Moderation Experiences
by: Lyu, Yao, et al.
Published: (2024)

Exploring the Danmaku Content Moderation on Video-Sharing Platforms: Existing Limitations, Challenges, and Design Opportunities
by: Hu, Siying, et al.
Published: (2024)

The Pin of Shame: Examining Content Creators' Adoption of Pinning Inappropriate Comments as a Moderation Strategy
by: Shim, Yunhee, et al.
Published: (2025)

Lost in Moderation: How Commercial Content Moderation APIs Over- and Under-Moderate Group-Targeted Hate Speech and Linguistic Variations
by: Hartmann, David, et al.
Published: (2025)

AI Chatbots or Human Therapists? Belief-Based Predictors of Mental Health Help-Seeking Intentions in the Age of Generative AI
by: Park, Junsang, et al.
Published: (2025)

Designing Child-Centered Content Exposure and Moderation
by: Saldías, Belén
Published: (2024)

Measuring Mental Health Variables in Computational Research: Toward Validated, Dimensional, and Transdiagnostic Approaches
by: Shani, Chen, et al.
Published: (2025)

MentalImager: Exploring Generative Images for Assisting Support-Seekers' Self-Disclosure in Online Mental Health Communities
by: Zhang, Han, et al.
Published: (2024)

ARctic Escape: Promoting Social Connection, Teamwork, and Collaboration Using a Co-Located Augmented Reality Escape Room
by: Knoll, Theodore, et al.
Published: (2025)

Can LLMs Address Mental Health Questions? A Comparison with Human Therapists
by: Wang, Synthia, et al.
Published: (2025)

Scoping Review: Mental Health XR Games at ISMAR, IEEEVR, & TVCG
by: Nelson, Cassidy R.
Published: (2026)

Investigating the Role of Situational Disruptors in Engagement with Digital Mental Health Tools
by: Bhattacharjee, Ananya, et al.
Published: (2025)

"When I lost it, they dragged me out": How Care Encounters Empower Marginalized Young Adults' Aspiration and Mental Health Care-Seeking
by: Liu, Jiaying, et al.
Published: (2025)

QuaLLM: An LLM-based Framework to Extract Quantitative Insights from Online Forums
by: Rao, Varun Nagaraj, et al.
Published: (2024)

Rideshare Transparency: Translating Gig Worker Insights on AI Platform Design to Policy
by: Rao, Varun Nagaraj, et al.
Published: (2024)

Cleaning Up the Streets: Understanding Motivations, Mental Models, and Concerns of Users Flagging Social Media Content
by: Zhang, Alice Qian, et al.
Published: (2023)

HealthPrism: A Visual Analytics System for Exploring Children's Physical and Mental Health Profiles with Multimodal Data
by: Jiang, Zhihan, et al.
Published: (2023)

Critical Challenges in Content Moderation for People Who Use Drugs (PWUD): Insights into Online Harm Reduction Practices from Moderators
by: Wang, Kaixuan, et al.
Published: (2025)

How Much Trust is Enough? Towards Calibrating Trust in Technology
by: Beltrão, Gabriela, et al.
Published: (2026)

EMINDS: Understanding User Behavior Progression for Mental Health Exploration on Social Media
by: Sheng, Rui, et al.
Published: (2025)

Exploring Customizable Interactive Tools for Therapeutic Homework Support in Mental Health Counseling
by: Wang, Yimeng, et al.
Published: (2026)

The Agony of Opacity: Foundations for Reflective Interpretability in AI-Mediated Mental Health Support
by: Pendse, Sachin R., et al.
Published: (2025)

Design and Challenges of Mental Health Assessment Tools Based on Natural Language Interaction
by: Cai, Yixue, et al.
Published: (2025)

I've Seen the Future, and It's Surprisingly Cheap!
by: Reynolds, Veronica
Published: (2011)

Identity-related Speech Suppression in Generative AI Content Moderation
by: Proebsting, Grace, et al.
Published: (2024)

Relationship-Centered Care: Relatedness and Responsible Design for Human Connections in Mental-Health Care
by: Shukla, Shivam, et al.
Published: (2026)

Evaluating an LLM-Powered Chatbot for Cognitive Restructuring: Insights from Mental Health Professionals
by: Wang, Yinzhou, et al.
Published: (2025)

A Multi-Agent Dual Dialogue System to Support Mental Health Care Providers
by: Kampman, Onno P., et al.
Published: (2024)

How GenAI is Helping Reimagine Antenatal Care in A Low-Resource Setting: From Provider Enablement to Patient Empowerment
by: Mustafa, Maryam, et al.
Published: (2026)