This article demonstrates the use of the “Balanced Scorecard” methodology developed by Kaplan and Norton in selecting performance measures for internal auditing departments. It then describes: professional standards and guidance concerning the use of performance measures and benchmarking; the “Balanced Scorecard” methodology; and a comprehensive example. Finally, this article concludes with specific recommendations concerning the use of performance measures.