Prof. Dr. Kevin Bauer

• Selected Publications

  Author/s	Title	Area	Published
  Benjamin M. Abdel-Karim, Kevin Bauer, Rebecca Heigl, Oliver Hinz, Michael Kosfeld, Nicolas Winfried Pfeuffer	The Terminator of Social Welfare? - The Economic Consequences of Algorithmic Discrimination forthcoming in Journal of the Association of Information Systems	Financial Intermediation, Experiment Center	2025
  Kevin Bauer, Rebecca Heigl, Oliver Hinz, Michael Kosfeld	Feedback Loops in Machine Learning: A Study on the Interplay of Continuous Updating and Human Discrimination Journal of the Association for Information System	Household Finance, Experiment Center	2024
  Kevin Bauer, Oliver Hinz, Moritz von Zahn	Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users' Information Processing Information Systems Research	Financial Intermediation, Experiment Center	2023
  Kevin Bauer, Oliver Hinz, Christof Weinhardt, Wil van der Aalst	Expl(AI)n It to Me – Explainable AI and Information Systems Research Business & Information Systems Engineering	Financial Intermediation, Experiment Center	2021

• SAFE Working Papers

  No.	Author/s	Title	Area
  313	Kevin Bauer, Andrej Gill	Mirror, Mirror on the Wall: Machine Predictions and Self-Fulfilling Prophecies	Financial Intermediation, Experiment Center
  409	Kevin Bauer, Yan Chen, Florian Hett, Michael Kosfeld	Group Identity and Belief Formation: A Decomposition of Political Polarization	Household Finance, Experiment Center
  401	Kevin Bauer, Oliver Hinz, Michael Kosfeld, Lena Liebich	Decoding GPT’s Hidden ‘Rationality’ of Cooperation	Household Finance, Experiment Center
  394	Kevin Bauer, Oliver Hinz, Moritz von Zahn	Please Take Over: XAI, Delegation of Authority, and Domain Knowledge	Financial Intermediation, Experiment Center
  370	Benjamin M. Abdel-Karim, Kevin Bauer, Oliver Hinz, Michael Nofer	The Effects of Discontinuing Machine Learning Decision Support	Financial Intermediation, Experiment Center
  363	Kevin Bauer, Oliver Hinz, Johanna Jagow, Maximilian Speicher, Moritz von Zahn	The Smart Green Nudge: Reducing Product Returns through Enriched Digital Footprints & Causal Machine Learning	Financial Intermediation, Experiment Center
  287	Benjamin M. Abdel-Karim, Kevin Bauer, Oliver Hinz, Michael Kosfeld, Nicolas Winfried Pfeuffer	The Economic Consequences of Algorithmic Discrimination: Theory and Empirical Evidence	Financial Intermediation, Experiment Center
  114	Kevin Bauer, Nicole Branger, Christian Schlag, Lue Wu	"Nobody is Perfect": Asset Pricing and Long-Run Survival When Heterogeneous Investors Exhibit Different Kinds of Filtering Errors	Financial Markets
  318	Kevin Bauer, Michael Kosfeld, Ferdinand von Siemens	Incentives, Self-Selection, and Coordination of Motivated Agents for the Production of Social Goods	Financial Intermediation, Experiment Center
  315	Kevin Bauer, Oliver Hinz, Moritz von Zahn	Expl(AI)ned: The Impact of Explainable Artificial Intelligence on Users' Information Processing	Financial Intermediation, Experiment Center
  281	Kevin Bauer	How did we do? The Impact of Relative Performance Feedback on Intergroup Hostilities	Financial Intermediation

• SAFE Policy Publications

  Author	Title	Published
  Kevin Bauer, Oliver Hinz, Patrick Weber	KI in der Finanzbranche: Im Spannungsfeld zwischen technologischer Innovation und regulatorischer Anforderung White Paper No. 80	2021

• Ongoing Projects

  Researcher	Project	Funded by
  Kevin Bauer, Florian Hett	In or Out? In-Group Bias in Diverse Social Environments	SAFE
  Kevin Bauer, Evgeniya Chabanova, Florian Hett	Identity as an Excuse: Opportunistic Identity Management in Labor Markets	SAFE
  Kevin Bauer, Victor Klockmann, Jan Zacharias, Alicia von Schenk	Decentralized Feature Selection: Analysis of User Involvement in the Feature Selection Process of Machine Learning-based Systems	SAFE
  Kevin Bauer, Lena Liebich, Moritz von Zahn	Human-AI Stacking (HAIS)/Novel modes of Human-AI collaboration	SAFE

• Completed Projects

  Researcher	Project	Funded by
  Kevin Bauer, Oliver Hinz	Digitalization of the Financial System	SAFE
  Kevin Bauer, Yan Chen, Florian Hett, Michael Kosfeld	Social Identity Bias in Information Processing and Information Demand	SAFE
  Kevin Bauer, Moritz von Zahn	(Tho)roughly Explained: The Impact of Algorithmic Transparency on Beliefs and Human Decision Making	SAFE
  Kevin Bauer, Andrej Gill	Mirror, Mirror in the Wall: Algorithmic Assessments and Self-Fulfilling Prophecies	SAFE