Averages located above the parallel lines, representing shorter lengths of stay with disproportionately higher charges, should be reviewed for over utilization. Those falling below the lines with longer lengths of stay and disproportionately lower charges may be keeping patients in the hospital too long. Identify Outlier Physicians Identifying the outlier physicians for further analysis, as shown in Chart 2, is the next step in determining potential cost control opportunities. Confidential distribution of physician profiles against a peer group can, by itself, have a desirable affect. No one wants to be out in left field in comparison to one's peers.
Physicians are no different.
In this hypothetical example, we have highlighted one of the outlier squares with an oval and attached an information box with the corresponding physician's statistics. A chart such as this should serve as a platform for constructive dialog and can be used as a tool for regular and on-going communication between Administration and the Medical Staff. Chart 2 - Identification of Dr. Alexander within his peer group. The next step in identifying cost saving opportunities requires a thorough understanding of the details behind the averages. Use a decision support system or request a report from data processing to obtain a complete analysis of the selected physician.