Anesthesia and analgesia
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Anesthesia and analgesia · Feb 2021
Multicenter StudyUsing Machine Learning to Evaluate Attending Feedback on Resident Performance.
High-quality and high-utility feedback allows for the development of improvement plans for trainees. The current manual assessment of the quality of this feedback is time consuming and subjective. We propose the use of machine learning to rapidly distinguish the quality of attending feedback on resident performance. ⋯ Harnessing the potential of machine learning allows for rapid assessment of attending feedback on resident performance. Using predictive models to rapidly screen for low-quality and low-utility feedback can aid programs in improving feedback provision, both globally and by individual faculty.