Inpatient physician groups (hospitalists) often find it advantageous to objectively demonstrate their practice performance to be of greater effectiveness and efficiency than that of the hospital’s medical staff. Reliable information is essential to accomplish this. Verras uses the AIM algorithms to severity adjust the hospitalists’ and medical staff’s data to develop comparative quality and efficiency performances, which are then arrayed for using easily understood graphics.