Unconventional Data and Machine Learning for Business and Economic Research

Research interests and topics

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

Members

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

 EPIMON - Contactless epilepsy monitoring for SUDEP prevention
Teuteberg sub-project, duration: 01.05.2024 - 30.04.2027, funded by BMFTR

 KardioInterakt - Multimodal interaction technologies for patient care in care-intensive and COVID-19-related heart diseases in the home environment, joint project management Teuteberg, duration: 01.08.2022 - 31.01.2026, funding by BMFTR

 AIPOQUE - AI-enabled Procurement of Quality Endoprosthetics
Subproject Teuteberg, duration: 01.10.2022 to 31.03.2026, funding by 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

 Textual analytics and sustainability scores: A feasibility study
Valerii Amosov, Valeriya Dinger, Peter Grundke, Julian Hüßing, Julian Meyer.
ZBB 2025, 136.