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Published on in Vol 13 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/94781, first published .
Man working at desk with computer chat and checklist

Large Language Model–Based Behavioral Activation Chatbot for Young People With Depression Using Artificial Users and Clinical Experts: Mixed Methods Evaluation

Large Language Model–Based Behavioral Activation Chatbot for Young People With Depression Using Artificial Users and Clinical Experts: Mixed Methods Evaluation

Florian Onur Kuhlmeier   1 , PhD ;   Leon Hanschmann   1 , MSc ;   Melina Rabe   2 , MSc ;   Stefan Lüttke   3 , Dipl-Psych ;   Eva-Lotta Brakemeier   2 , Prof Dr ;   Alexander Maedche   1 , Prof Dr

1 Institute for Information Systems (WIN), Karlsruhe Institute of Technology, Karlsruhe, Baden-Wurttemberg, Germany

2 Department of Clinical Psychology and Psychotherapy, Universität Greifswald, Greifswald, Mecklenburg-Vorpommern, Germany

3 Chair of Clinical Child and Adolescent Psychology and Psychotherapy, Department of Psychology, Saarland University, Saarbrücken, Germany

Corresponding Author:

  • Florian Onur Kuhlmeier, PhD
  • Institute for Information Systems (WIN)
  • Karlsruhe Institute of Technology
  • Kaiserstraße 89-93
  • Karlsruhe, Baden-Wurttemberg 76133
  • Germany
  • Phone: 49 721 608-48380
  • Email: florian.kuhlmeier@kit.edu