Using Raw Audit Logs to Measure Physician Workload, Cognitive Burden, And Burnout
Northwestern
In this talk, Dr. Kannampallil will discuss the use of raw audit logs—trails of clinicians’ click stream activities on an EHR—to measure physician workload, cognitive burden and burnout using a combination of statistical and machine learning approaches. In a series of studies, his team developed data pipelines and open-source tools for translating raw clickstream data