Open access
Aug 2026
Monitoring students’ well-being through journal analysis—study protocol of an explorative approach using natural language processing on typed and transcribed entries to monitor and generate personalized feedback
Background More than one-third of German students report high emotional exhaustion. One effective and low-cost method for improving emotional well-being is journaling, and advances in artificial intelligence (AI), particularly in Natural Language Processing (NLP), enable automated analysis of journal content for mental...
Nadine N. Schmitt, Michelle Schlicher, Andreas Triantafyllopoulos et al.
· Frontiers in Digital Health · 0 citations