Predicting total physician time per patient using linguistic features in an electronic health record

Differences in inter-patient complexity lead to variability of total physician time per patient, with adverse effects on both patients’ and physician’s experience and flow. We sought to improve scheduling accuracy by determining if simple linguistic features contained in an electronic health record (EHR) could predict total physician time per patient.