The achievement of treatment guidelines in patients with chronic kidney disease is poor, and more efforts are needed to improve this. Audit-based education is a program that may contribute to this improvement. de Lusignana et al. investigated whether audit-based education is effective in lowering systolic blood pressure in a primary-care setting. Although the program is inventive and promising, several adjustments are needed before it can be applied as an effective strategy.