Union Hospital developed a risk metric using data from Revenue Integrity Compass to prioritize physician chart reviews for compliance with E/M coding. They calculated a provider weighted average of work RVUs and billing data to determine a distribution variance, which was used to create a 0-100 risk scale. This allowed them to identify the physicians presenting the most risk and focus limited review resources more efficiently. Tracking results after education helped evaluate changes in physician coding practices.