the scale of the problem.However, thematic analysis of incidents may provide a valuable source of learning and improvement by gaining a better understanding of the healthcare system as well as individual factors that cause or contribute to inappropriate or unsafe prescribing of antimicrobials in patients with penicillin allergies.