Unconventional Data and Machine Learning for Business and Economic Research

Forschungsinteressen und -themen

  • NLP and measurement of sustainability
  • Non-traditional data in central banking and economic policy
  • AI and eHealth
  • AI and regulation of emotions

Mitglieder

  • Valeriya Dinger
  • Peter Grundke (Sprecher)
  • Tim Römer
  • Sofia Schöbel
  • Frank Teuteberg
  • Joachim Wilde

 EPIMON – Kontaktloses Epilepsie-Monitoring zur SUDEP-Prävention
Teilprojekt Teuteberg, Laufzeit: 01.05.2024 - 30.04.2027, Förderung durch BMFTR

 KardioInterakt – Multimodale Interaktionstechnologien zur Patientenversorgung bei betreuungsintensiven und COVID-19-bedingten Herzerkrankungen im häuslichen Umfeld, Verbundprojektleitung Teuteberg, Laufzeit: 01.08.2022 bis 31.01.2026, Förderung durch BMFTR

 AIPOQUE – AI-enabled Procurement of Quality Endoprosthetics
Teilprojekt Teuteberg, Laufzeit: 01.10.2022 bis 31.03.2026, Förderung durch BMFTR)

2025

 Too Expensive or Worthwhile? Approaches to AI Assessment in SMEs
Oldemeyer, L.; Jede, A.; and Teuteberg, F., in: PACIS 2025 Proceedings. 2.

 Navigating the Complexity of Evaluating Artificial Intelligence in Healthcare
Hammer, J.; Flok, A.; Herberg, S.; Teuteberg, F., in: Proc. of the Thirty-Third European Conference on Information Systems (ECIS 2025), Amman, Jordan, 2025 

 Unfolding the Potential of Generative Artificial Intelligence – Design Principles for Chatbots in Academic Teaching and Research
Bonnet, S.; Teuteberg, F., in: International Journal of Knowledge Management (IJKM), 2025. DOI: 10.4018/IJKM.368223

 Understanding Digital Nudging for Overcoming Inertia related to Sustainable Investment Decisions: An Experimental Study
Hettler, F.; Schumacher. J.-P.; Hammer J.; Teuteberg, F., in: Journal of the Knowledge Economy, 2025.

 What drives individuals’ trusting intention in digital platforms? An exploratory meta-analysis
Oesterreich, T. D.; Anton, E.; Hettler, F.; Teuteberg, F., in: Management Review Quarterly, 2025.

 Empirical Insights on Big Data Analytics and Financial Performance: A Technology-Organization-Environment Perspective
Hettler, F.; Hüßing, J.; Oesterreich, T. D.; Teuteberg, F., in: Pacific Asia Journal of the Association for Information Systems (PAJAIS), 2025.

 Exploring Global FinTech Markets: Economic Patterns, Risk Perspectives and Strategic Partnerships
Jede, A.; Teuteberg, F., in: Electronic Commerce Research (ELEC), 2025.

 Advanced Analytics in Real-Time Operational Dashboards in Smart Manufacturing: Effects on Users’ Cognitive Load and Task Load
Stahmann, P., Rodda, A., Nebel, M., van der Staay, A., Janiesch, C., & Teuteberg, F. 
Journal of Decision Systems, 34(1).
doi.org/10.1080/12460125.2025.2593245

 Learning from the past to advance the future: synthesizing the meta-analysis landscape in information systems research
Oesterreich, T. D.; Anton, E.; Schuir, J.; Teuteberg, F.; Al-Busaidi, A. S.; Dwivedi, Y. K., 
Information Systems Frontiers: A Journal of Research and Innovation, 2025,
doi.org/10.1007/s10796-025-10598-y

 Textuelle Analysen und Nachhaltigkeitsscores: Eine Machbarkeitsstudie
Valerii Amosov,  Valeriya Dinger,  Peter Grundke, Julian Hüßing,  Julian Meyer.
ZBB 2025, 136.