What is alert fatigue in clinical systems?

Alert fatigue occurs when clinicians are overwhelmed by excessive or poorly calibrated warnings in clinical decision support systems, leading them to override 49–96% of alerts. It is the primary threat to CPOE and CDSS effectiveness. Clinician-led alert optimisation — adjusting thresholds, reducing low-value alerts, and timing interruptions appropriately — is essential to maintain safety benefits.