Social Media Harm Abatement: Mechanisms for Transparent Public Health Assessment

Fuente: arXiv
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Autores principales: Lubin, Nathaniel, Liu, Yuning, Yarnell, Amanda, Austin, S. Bryn, Ward, Zachary J., Iyer, Ravi, Stray, Jonathan, Lawrence, Matthew, Cooper, Alissa, Chapman, Peter
Formato: Preprint
Publicado: 2025
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author Lubin, Nathaniel
Liu, Yuning
Yarnell, Amanda
Austin, S. Bryn
Ward, Zachary J.
Iyer, Ravi
Stray, Jonathan
Lawrence, Matthew
Cooper, Alissa
Chapman, Peter
author_facet Lubin, Nathaniel
Liu, Yuning
Yarnell, Amanda
Austin, S. Bryn
Ward, Zachary J.
Iyer, Ravi
Stray, Jonathan
Lawrence, Matthew
Cooper, Alissa
Chapman, Peter
contents Social media platforms have been accused of causing a range of harms, resulting in dozens of lawsuits across jurisdictions. These lawsuits are situated within the context of a long history of American product safety litigation, suggesting opportunities for remediation outside of financial compensation. Anticipating that at least some of these cases may be successful and/or lead to settlements, this article outlines an implementable mechanism for an abatement and/or settlement plan capable of mitigating abuse. The paper describes the requirements of such a mechanism, implications for privacy and oversight, and tradeoffs that such a procedure would entail. The mechanism is framed to operate at the intersection of legal procedure, standards for transparent public health assessment, and the practical requirements of modern technology products.
format Preprint
id arxiv_https___arxiv_org_abs_2503_10458
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Social Media Harm Abatement: Mechanisms for Transparent Public Health Assessment
Lubin, Nathaniel
Liu, Yuning
Yarnell, Amanda
Austin, S. Bryn
Ward, Zachary J.
Iyer, Ravi
Stray, Jonathan
Lawrence, Matthew
Cooper, Alissa
Chapman, Peter
Computers and Society
Social and Information Networks
Social media platforms have been accused of causing a range of harms, resulting in dozens of lawsuits across jurisdictions. These lawsuits are situated within the context of a long history of American product safety litigation, suggesting opportunities for remediation outside of financial compensation. Anticipating that at least some of these cases may be successful and/or lead to settlements, this article outlines an implementable mechanism for an abatement and/or settlement plan capable of mitigating abuse. The paper describes the requirements of such a mechanism, implications for privacy and oversight, and tradeoffs that such a procedure would entail. The mechanism is framed to operate at the intersection of legal procedure, standards for transparent public health assessment, and the practical requirements of modern technology products.
title Social Media Harm Abatement: Mechanisms for Transparent Public Health Assessment
topic Computers and Society
Social and Information Networks
url https://arxiv.org/abs/2503.10458