Communication Compass

The primary purpose of this study is to develop, implement, and validate algorithm-based feedback reports (Communication Compass) that provides personalized, near-real-time feedback on internal medicine residents\' patient education and counseling (PEC) communication skills. This research aims to address critical gaps in current communication skills training by leveraging technology to enhance the frequency and specificity of communication skills feedback while maintaining ethical standards and established educational effectiveness.