Skip to main content


Jonas Hauck has been a research associate at the Chair of Educational Data Science at the University of Regensburg since 2022. He is also a doctoral student representative at the WIN - Center for Graduate & Postgraduate Researchers. His research combines machine learning and empirical educational research - with a special focus on the voice health of teachers and the analysis of log data. Previously, he studied biology and chemistry as a teaching degree in Regensburg.

ORCID (external link, opens in a new window) - Google Scholar (external link, opens in a new window) - ReserchGate (external link, opens in a new window) - GitHub (external link, opens in a new window)

Academic career

  • since 2022 - Research associate, Chair of Educational Data Science, University of Regensburg
  • 2021 - 2026 - M.Ed. Science and mathematics education, University of Regensburg
  • 2017 - 2022 - Teaching degree Biology and Chemistry Gymnasium (1st State Examination), University of Regensburg
  • 2017 - 2021 - B.Ed. Science and mathematics education, University of Regensburg
  • 2016 - 2017 - B.A. Theatre and Opera Directing, Frankfurt University of Music and Art

Teaching

Jonas Hauck regularly offers courses on the following topics:

  • Lectures Statistics I, II
  • Exercises Statistics I, II
  • Introduction to R
  • R for advanced students

The courses in the current semester can be found on the campus portal (external link, opens in a new window). More information about the courses of the chair can be found under Teaching.

Research

  • Analysing log data in digital learning environments
  • Machine learning in empirical educational research
  • Voice health and voice prevention among teachers

Selected publications

Pargent, F., Sust, L., Bühner, M., Saretzki, J., Hauck, J., Hilbert, S., & Eichhorn, K. (2025). Measuring latent variables with gold standard items. Preprint https://doi.org/10.17605/OSF.IO/P7492 (external link, opens in a new window)

Hauck, J., Gegner, C., Giglberger, M., & Hilbert, S. (2025). Effectiveness of a mobile phone application in managing voice health for teachers: A randomised controlled trial. Digital Health, 11, 1-15. https://doi.org/10.1177/20552076251351805 (external link, opens in a new window)

Hauck, J., Lang, S., Schultheis, F., & Gegner, C. (2025). Has research failed to identify risk factors for voice disorders? A systematic review of evidence in teachers. Journal of Voice, Epub ahead of print. https://doi.org/10.1016/j.jvoice.2025.09.023 (external link, opens in a new window)

The complete list of publications is available here or on ResearchGate (external link, opens in a new window).

Jonas Hauck

wissenschaftlicher Mitarbeiter

Lehrstuhl Sven Hilbert
To top