Empirical Studies
Session Chair: Karen Levy

Disparate Interactions: An Algorithm-in-the-Loop Analysis of Fairness in Risk Assessments
Ben Green, Yiling Chen

Dissecting Racial Bias in an Algorithm that Guides Health Decisions for 70 million people
Ziad Obermeyer, Sendhil Mullainathan

A Taxonomy of Ethical Tensions in Inferring Mental Health States from Social Media
Stevie Chancellor, Michael Birnbaum, Eric Caine, Vincent Silenzio,
Munmun De Choudhury

Clear Sanctions, Vague Rewards: How China’s Social Credit System
Defines “Good” and “Bad” Behavior
Severin Engelmann, Mo Chen, Felix Fischer, Ching-yu Kao, Jens
Grossklags

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