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Racial bias in health algorithms
Science, 2019Economics The U.S. health care system uses commercial algorithms to guide health decisions. Obermeyer et al. find evidence of racial bias in one widely used algorithm, such that Black patients assigned the same level of risk by the algorithm are sicker than White patients (see the Perspective by Benjamin).
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Predictive algorithms are increasingly used to assist decision-making for efficiency gains. However, it is essential to acknowledge that algorithms can mirror systemic biases in their predictions in a way that favors certain groups over others, even if they are immune to cognitive biases.
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(Some) algorithmic bias as institutional bias
Ethics and Information Technology, 2023openaire +1 more source
Apparent Algorithmic Bias and Algorithmic Learning
SSRN Electronic Journal, 2020Anja Lambrecht, Catherine E. Tucker
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Algorithmic Bias in E-commerce Platforms
Digital shops use coded systems that guide what users see and which products appear more often, and these systems make choices quietly in the background without telling anyone how decisions are made. People looking at items think the experience is fair because they do not see anything unusual, yet behind the screen the system treats different people inopenaire +1 more source
Are algorithmic bias claims supported?—Response
Science, 2023Sandra, González-Bailón, David, Lazer
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