An evaluation of reliability adjustment—a novel technique designed to quantify and remove statistical “noise” from quality rankings—suggests that the approach appears to reduce variation and accurately estimate risk-adjusted hospital outcomes. A six-fold variation in risk-adjusted mortality was found before using reliability adjustment, compared with less than a two-fold variation after using it.

Abstract: Annals of Surgery, April 2012.