From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of data-driven decision-making

Prediction algorithms are regularly used to support and automate high-stakes policy decisions about the allocation of scarce public resources. However, data-driven decision-making raises problems of algorithmic fairness and justice. So far, fairness and justice are frequently conflated, with the con...

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Bibliographic Details
Main Authors: Matthias Kuppler, Christoph Kern, Ruben L. Bach, Frauke Kreuter
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Sociology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fsoc.2022.883999/full