"Dialing it Back:" Shadowbanning, Invisible Digital Labor, and how Marginalized Content Creators Attempt to Mitigate the Impacts of Opaque Platform Governance

Content creators with marginalized identities are disproportionately affected by shadowbanning on social media platforms, which impacts their economic prospects online. Through a diary study and interviews with eight marginalized content creators who are women, pole dancers, plus size, and/or LGBTQIA+, this paper examines how content creators with marginalized identities experience shadowbanning. We highlight the labor and economic inequalities of shadowbanning, and the resulting invisible online labor that marginalized creators often must perform. We identify three types of invisible labor that marginalized content creators engage in to mitigate shadowbanning and sustain their online presence: mental and emotional labor, misdirected labor, and community labor. We conclude that even though marginalized content creators engaged in cross-platform collaborative labor and personal mental/emotional labor to mitigate the impacts of shadowbanning, it was insufficient to prevent uncertainty and economic precarity created by algorithmic opacity and ambiguity.

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Publication Details

Journal
Proceedings of the ACM on Human-Computer Interaction
Published
2025-01-10
DOI
https://doi.org/10.1145/3701191
Citations
4
Primary Topic
Digital Economy and Work Transformation
Type
article
Field-Weighted Citation Impact
16.81

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article

"Dialing it Back:" Shadowbanning, Invisible Digital Labor, and how Marginalized Content Creators Attempt to Mitigate the Impacts of Opaque Platform Governance

Oliver L. Haimson, Daniel Delmonaco, Carolina Are, Zefeng Zhang et al.
4 citations
Proceedings of the ACM on Human-Computer Interaction
Digital Economy and Work Transformation
16.81
article

"Dialing it Back:" Shadowbanning, Invisible Digital Labor, and how Marginalized Content Creators Attempt to Mitigate the Impacts of Opaque Platform Governance

Oliver L. Haimson, Daniel Delmonaco, Carolina Are, Zefeng Zhang, Sena A. Kojah
article en
4 citations

Abstract

Content creators with marginalized identities are disproportionately affected by shadowbanning on social media platforms, which impacts their economic prospects online. Through a diary study and interviews with eight marginalized content creators who are women, pole dancers, plus size, and/or LGBTQIA+, this paper examines how content creators with marginalized identities experience shadowbanning. We highlight the labor and economic inequalities of shadowbanning, and the resulting invisible online labor that marginalized creators often must perform. We identify three types of invisible labor that marginalized content creators engage in to mitigate shadowbanning and sustain their online presence: mental and emotional labor, misdirected labor, and community labor. We conclude that even though marginalized content creators engaged in cross-platform collaborative labor and personal mental/emotional labor to mitigate the impacts of shadowbanning, it was insufficient to prevent uncertainty and economic precarity created by algorithmic opacity and ambiguity.

Proceedings of the ACM on Human-Computer InteractionVol. 9(1)
Rutgers, The State University of New Jersey (US), University of Michigan (US), Northumbria University (GB)
National Science Foundation, University of Michigan
Openalex Percentile: Top 2%
Digital Economy and Work Transformation
16.81
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"Dialing it Back:" Shadowbanning, Invisible Digital Labor, and how Marginalized Content Creators Attempt to Mitigate the Impacts of Opaque Platform Governance — Oliver L. Haimson, Daniel Delmonaco, et al. · Proceedings of the ACM on Human-Computer Interaction (2025) | TGRS Research Map | TGRS