Auflistung nach Autor "Bauer, Kevin"
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Expl(AI)ned: The impact of explainable artificial intelligence on cognitive processes
Bauer, Kevin; Zahn, Moritzvon; Hinz, Oliver (2021-06-25)This paper explores the interplay of feature-based explainable AI (XAI) techniques, information processing, and human beliefs. Using a novel experimental protocol, we study the impact of providing users with explanations ... -
How did we do? The Impact of Relative Performance Feedback on Intergroup Hostilities
Bauer, Kevin (2020-06-23)Using a novel experimental design, I test how the exposure to information about a group’s relative performance causally affects the members’ level of identification and thereby their propensity to harm affiliates of ... -
Incentives, self-selection, and coordination of motivated agents for the production of social goods
Bauer, Kevin; Kosfeld, Michael; von Siemens, Ferdinand (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 ... -
Mirror, Mirror on the Wall: Machine Predictions and Self-Fulfilling Prophecies
Bauer, Kevin; Gill, Andrej (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’ ... -
The Economic Consequences of Algorithmic Discrimination: Theory and Empirical Evidence
Bauer, Kevin; Pfeuffer, Nicolas; Abdel-Karim, Benjamin M.; Hinz, Oliver; Kosfeld, Michael (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 ...