Commercial content moderation: trauma exposure on the digital frontline

Article


DeMarco, J., Watson, P. and Norman, S.B. 2026. Commercial content moderation: trauma exposure on the digital frontline. Journal of Traumatic Stress (JTS). https://doi.org/10.1002/jts.70087
TypeArticle
TitleCommercial content moderation: trauma exposure on the digital frontline
AuthorsDeMarco, J., Watson, P. and Norman, S.B.
Abstract

Commercial content moderators (CCMs) serve as the hidden first responders of the internet, sifting through flagged user-generated content to keep online platforms safe. In their work, they have repetitive, frequent exposure to traumatic content, including child sexual abuse material, graphic violence, death, hate rhetoric, and more. Yet, relative to other occupations in which trauma exposure is common, the mental health effects of content moderation have received little study. This is in large part because it is a newer profession that arose with the widespread adoption of social media. In this paper, we describe the work and working conditions typical of CCMs and how these contribute to potential mental health impacts. Global labor inequities are discussed with regard to how outsourcing moderation to low- and middle-income countries with stressful working conditions may exacerbate the risk of posttraumatic stress. Research on the mental health effects of content moderation is synthesized. We propose a research agenda for preventing and mitigating the negative mental health impacts of trauma exposure that CCMs experience. Finally, the paper outlines principles for trauma-informed, psychologically safe moderation systems and discusses implications for clinicians, employers, and occupational health professionals.

KeywordsContent moderation; trauma; exposure; vicarious; secondary
Sustainable Development Goals3 Good health and well-being
Middlesex University ThemeHealth & Wellbeing
Research GroupCentre for Abuse, Trauma and Suicide Studies (CATS)
PublisherWiley
JournalJournal of Traumatic Stress (JTS)
ISSN0894-9867
Electronic1573-6598
Publication dates
Online04 Jun 2026
Publication process dates
Submitted10 Feb 2026
Accepted14 Apr 2026
Deposited15 Jun 2026
Output statusPublished
Digital Object Identifier (DOI)https://doi.org/10.1002/jts.70087
PubMed ID42241311
LanguageEnglish
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