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Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Apr 5, 2025
Date Accepted: Dec 29, 2025

The final, peer-reviewed published version of this preprint can be found here:

Digital Discourse, Secondary Victimization, and Psychological Harm: Mixed-Methods Analysis of System Justification in the #MeToo Movement

Parekh H, Thakkar S, Bhatt P, Akello P

Digital Discourse, Secondary Victimization, and Psychological Harm: Mixed-Methods Analysis of System Justification in the #MeToo Movement

J Med Internet Res 2026;28:e75533

DOI: 10.2196/75533

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

System-Justifying Agents on Social Media Upholding Gender Hierarchies and Institutional Norms: A Mixed-Method Analysis of the #MeToo Movement in the Entertainment Sector

  • Harsh Parekh; 
  • Shriya Thakkar; 
  • Paras Bhatt; 
  • Patricia Akello

ABSTRACT

Background:

This study explores the role of social media as a system justifier within the context of the #MeToo movement, particularly focusing on the Indian Entertainment Industry (IEI). Employing a mixed-methods approach, we analyze global Twitter data and conduct in-depth interviews with experts to examine the adverse effects of social media on the movement. Utilizing advanced text mining techniques on a corpus of 18,416 tweets, we reveal patterns of system justification that reinforce entrenched gender hierarchies and institutional norms. Our qualitative study, through in-depth interviews, produces a nuanced understanding of how experts across various academic sub-disciplines perceive the consequence of #MeTooIndia on the IEI. This research highlights the dual function of social media: empowering activism and perpetuating existing power dynamics. The study’s findings indicate that Gender System Justification and Institutional System Justification are the most prevalent types of system justifications in the #MeToo movement. The study provides insights for digital activists, policymakers, social media platforms, and academics to deepen understanding of sustaining digital movements.

Objective:

This study explores the role of social media as a system justifier within the context of the #MeToo movement, particularly focusing on the Indian Entertainment Industry (IEI).

Methods:

Employing a mixed-methods approach, we analyze global Twitter data and conduct in-depth interviews with experts to examine the adverse effects of social media on the movement.

Results:

. Our qualitative study, through in-depth interviews, produces a nuanced understanding of how experts across various academic sub-disciplines perceive the consequence of #MeTooIndia on the IEI. This research highlights the dual function of social media: empowering activism and perpetuating existing power dynamics.

Conclusions:

The study’s findings indicate that Gender System Justification and Institutional System Justification are the most prevalent types of system justifications in the #MeToo movement. The study provides insights for digital activists, policymakers, social media platforms, and academics to deepen understanding of sustaining digital movements.


 Citation

Please cite as:

Parekh H, Thakkar S, Bhatt P, Akello P

Digital Discourse, Secondary Victimization, and Psychological Harm: Mixed-Methods Analysis of System Justification in the #MeToo Movement

J Med Internet Res 2026;28:e75533

DOI: 10.2196/75533

Per the author's request the PDF is not available.