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Naming something collective does not make it so: Algorithmic discrimination and access to justice

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  • Hakkarainen, Jenni

Abstract

The article problematises the ability of procedural law to address and correct algorithmic discrimination. It argues that algorithmic discrimination is a collective phenomenon, and therefore legal protection thereof needs to be collective. Legal procedures are technologies and design objects that embed values that can affect their usability to perform the task they are built for. Drawing from science and technology studies (STS) and feminist critique on law, the article argues that procedural law fails to address algorithmic discrimination, as legal protection is built on data-centrism and individual-centred law. As to the future of new procedural design, it suggests collective redress in the form of ex ante protection as a promising way forward.

Suggested Citation

  • Hakkarainen, Jenni, 2021. "Naming something collective does not make it so: Algorithmic discrimination and access to justice," Internet Policy Review: Journal on Internet Regulation, Alexander von Humboldt Institute for Internet and Society (HIIG), Berlin, vol. 10(4), pages 1-24.
    • Handle: RePEc:zbw:iprjir:250394
    DOI: 10.14763/2021.4.1600
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    References listed on IDEAS

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    1. C. Hodges, 2019. "Collective Redress: The Need for New Technologies," Journal of Consumer Policy, Springer, vol. 42(1), pages 59-90, March.
    2. Arrow, Kenneth J, 1994. "Methodological Individualism and Social Knowledge," American Economic Review, American Economic Association, vol. 84(2), pages 1-9, May.
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