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The Economic Consequences of Algorithmic Discrimination: Theory and Empirical Evidence
(2020-12-09)
Using a novel theoretical framework and data from a comprehensive field study we conducted over a period of three years, we outline the causal effects of algorithmic discrimination on economic efficiency and social welfare ...
Mirror, Mirror on the Wall: Machine Predictions and Self-Fulfilling Prophecies
(2021-04-20)
We show that disclosing machine predictions to affected parties can trigger self-fulfilling prophecies. In an investment game, we experimentally vary investors’ and recipients’ access to a machine prediction about recipients’ ...
Incentives, self-selection, and coordination of motivated agents for the production of social goods
(2021-07-24)
We study, theoretically and empirically, the effects of incentives on the self-selection and coordination of motivated agents to produce a social good. Agents join teams where they allocate effort to either generate ...