The good, the bad and the ugly: what do we really do when we identify the best and the worst organisations?.

Governments and organizations frequently identify high- and low-performing healthcare organizations for public reporting, quality improvement, or payment. This article highlights the pitfalls of the most common statistical methods used to identify high and low performers and asserts that reliable data is required to minimize incorrect categorization.