Prof. Dr. Kevin Bauer

• Selected Publications

  Forscher/innen	Titel	Bereich	Publiziert
  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, Katja Langenbucher	Corporate Communication, Agentic AI, and Prompt Injections forthcoming in P. Hacker (ed.), Oxford Intersections: AI in Society, Oxford Academic	Law and Finance	2026
  Kevin Bauer, Oliver Hinz, Ekaterina Jussupow, Lena Liebich, Moritz von Zahn	Knowing (Not) to Know: Explainable Artificial Intelligence and Human Metacognition forthcoming Information Systems Research	Household Finance	2026
  Kevin Bauer, Oliver Hinz, Johanna Jagow, Cristina Mihale-Wilson, Maximilian Speicher, Moritz von Zahn	Smart Green Nudging: Reducing Product Returns Through Digital Footprints and Causal Machine Learning Marketing Science	Financial Intermediation, Experiment Center	2025
  Kevin Bauer, Michael Kosfeld, Ferdinand von Siemens	Incentives, Self-Selection, and Coordination of Motivated Agents for the Production of Social Goods Games and Economic Behavior		2025
  Kevin Bauer, Andrej Gill	Mirror, Mirror on the Wall: Algorithmic Assessments, Transparency, and Self-Fulfilling Prophecies Information Systems Research	Financial Intermediation, Experiment Center	2023
  Kevin Bauer, Oliver Hinz, Liu Cathy Yang	My Advisor, Her AI and Me: Evidence from a Field Experiment on Human-AI Collaboration and Investment Decisions Management Science	Financial Intermediation	2026
  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 Markets, Experiment Center	2026
  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, 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

  Nr.	Forscher/innen	Titel	Bereich
  480	Kevin Bauer, Cara Maria Damm, Florian Hett, Loriana Pelizzon	The Double-Edged Mind: How LLMs Expand Stock Market Participation Yet Strengthen Confirmation-Seeking	Financial Markets
  464	Kevin Bauer, Oliver Hinz, Ekaterina Jussupow, Lena Liebich, Moritz von Zahn	Knowing (Not) to Know: Explainable Artificial Intelligence and Human Metacognition	Household Finance
  409	Kevin Bauer, Yan Chen, Florian Hett, Michael Kosfeld	Group Identity and Belief Formation: A Decomposition of Political Polarization	Household Finance, 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
  401	Kevin Bauer, Oliver Hinz, Michael Kosfeld, Lena Liebich	Can GPT Mimic Human Preferences? An Empirical and Structural Investigation	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
  313	Kevin Bauer, Andrej Gill	Mirror, Mirror on the Wall: Machine Predictions and Self-Fulfilling Prophecies	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

  Forscher/innen	Titel	Publiziert
  Kevin Bauer, Lucia Franke, Andrej Gill, Katja Langenbucher	Institutionalizing Explainability in Credit Scoring Policy Letter No. 114	2026
  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

  Forscher/innen	Projekt	Finanziert von
  Kevin Bauer, Florian Hett	In or Out? In-Group Bias in Diverse Social Environments	SAFE
  Kevin Bauer, Lena Liebich, Moritz von Zahn	Human-AI Stacking (HAIS)/Novel Modes of Human-AI Collaboration	SAFE

• Completed Projects

  Forscher/innen	Projekt	Finanziert von
  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 on the Wall: Algorithmic Assessments and Self-Fulfilling Prophecies	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