Despite support for evidence-based medicine as a strategy to improve safety and quality, reliable use of best practices is lacking. Analyzing how six hospitals tried to implement evidence-based safety practices, this report identified in-house incident data use, practice selection, and implementation consistency as challenges to sustainable use of best practices.