User-generated accountability: Public participation in algorithmic governance on YouTube

Despite opaque automated systems and few formal channels for participation, YouTubers navigate algorithmic governance on the platform through a strategy we call user-generated accountability: the generation of publicity via content creation to reveal failures, oversights, or harmful policies. Through an analysis of 250 videos, we identify common strategies, concerns, and targets of accountability. Creators primarily upload vlogs that acknowledge the platform’s positive aspects, even as they express concern with YouTube’s policies, automated enforcement systems, poor communication practices, and discrimination against certain creators or content. In publicizing critiques of platform operations, videos enroll creators and audiences as active stakeholders in platform governance that can coordinate actions to draw the company’s attention to matters of concern. We argue that user-generated accountability practices offer a productive starting point for understanding how platform governance disputes come to be and how systems might be shaped or rebuilt to better serve the needs of competing stakeholders.

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Publication Details

Journal
New Media & Society
Published
2024-08-30
DOI
https://doi.org/10.1177/14614448241251791
Citations
10
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
5.26
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article

User-generated accountability: Public participation in algorithmic governance on YouTube

CJ Reynolds, Blake Hallinan
10 citations
New Media & Society
Ethics and Social Impacts of AI
5.26
article

User-generated accountability: Public participation in algorithmic governance on YouTube

CJ Reynolds, Blake Hallinan
article en
10 citations

Abstract

Despite opaque automated systems and few formal channels for participation, YouTubers navigate algorithmic governance on the platform through a strategy we call user-generated accountability: the generation of publicity via content creation to reveal failures, oversights, or harmful policies. Through an analysis of 250 videos, we identify common strategies, concerns, and targets of accountability. Creators primarily upload vlogs that acknowledge the platform’s positive aspects, even as they express concern with YouTube’s policies, automated enforcement systems, poor communication practices, and discrimination against certain creators or content. In publicizing critiques of platform operations, videos enroll creators and audiences as active stakeholders in platform governance that can coordinate actions to draw the company’s attention to matters of concern. We argue that user-generated accountability practices offer a productive starting point for understanding how platform governance disputes come to be and how systems might be shaped or rebuilt to better serve the needs of competing stakeholders.

New Media & SocietyVol. 26(9)
Hebrew University of Jerusalem (IL)
Peace, Justice and strong institutions
Openalex Percentile: Top 4%
Ethics and Social Impacts of AI
5.26
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