Researchllmmedical educationmental health
AI Chatbot Provides Real-Time Communication Feedback
8.0
This proof-of-concept study from the University of Tübingen evaluated an AI-based chatbot delivering real-time feedback to physicians using 56 anonymized chat transcripts in 2025. The system produced accurate feedback (85.38% partially or fully correct), with 83.64% of participants rating it accurate and 87.27% finding it helpful. Findings indicate increased use of recommended communication techniques in clinical practice.
Key Points
- 1Shows AI feedback accuracy at 85.38% of real-time prompts being partially or fully correct
- 2Indicates high user acceptance: 83.64% rated feedback accurate; 87.27% found it helpful
- 3Suggests practical training uptake—chatbot practice increased use and application of communication techniques
Scoring Rationale
Strong empirical results and high user acceptance, but study is proof-of-concept with limited sample and short-term measures.
Sources
Public references used for this report.
Practice with real Health & Insurance data
90 SQL & Python problems · 15 industry datasets
Used by DS/ML engineers at top companies
250 free problems · No credit card
See all Health & Insurance problems
