Digital Suppression: How Algorithmic Bias Silences Marginalized Communities

This research explores the lived realities of algorithmic bias and digital suppression, focusing on how marginalized communities and social justice activists confront and adapt to online censorship. Through in-depth interviews and case studies, the project uncovers the creative strategies these groups employ to resist shadowbanning, algorithmic invisibility, and systemic platform bias. Despite limited resources, they continue to foster critical dialogue, share vital information, and build collective momentum across digital spaces. Rather than solely critiquing the harms of algorithmic suppression, this research highlights the resilience and innovation of those most affected. By centering their voices, it advocates for more transparent, equitable, and inclusive digital infrastructures—ones that amplify, rather than silence, the perspectives needed for meaningful social change.

Publication Details

Journal
Loyola eCommons (Loyola University of Chicago)
Published
2025-04-25
Primary Topic
Social Media and Politics
Type
article
Field-Weighted Citation Impact
0.00
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article

Digital Suppression: How Algorithmic Bias Silences Marginalized Communities

Loyola eCommons (Loyola University of Chicago)
Social Media and Politics
article

Digital Suppression: How Algorithmic Bias Silences Marginalized Communities

article en

Abstract

This research explores the lived realities of algorithmic bias and digital suppression, focusing on how marginalized communities and social justice activists confront and adapt to online censorship. Through in-depth interviews and case studies, the project uncovers the creative strategies these groups employ to resist shadowbanning, algorithmic invisibility, and systemic platform bias. Despite limited resources, they continue to foster critical dialogue, share vital information, and build collective momentum across digital spaces. Rather than solely critiquing the harms of algorithmic suppression, this research highlights the resilience and innovation of those most affected. By centering their voices, it advocates for more transparent, equitable, and inclusive digital infrastructures—ones that amplify, rather than silence, the perspectives needed for meaningful social change.

Loyola eCommons (Loyola University of Chicago)
Openalex Percentile: Top 43%
Social Media and Politics
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Digital Suppression: How Algorithmic Bias Silences Marginalized Communities · Loyola eCommons (Loyola University of Chicago) (2025) | TGRS Research Map | TGRS