“…Ultimately, clinicians disregard from 70% to more than 90% of active alerts, the majority of which are false positives (Nanji et al, 2017;Wong et al, 2017;Straichman et al, 2017). The frequency of exposure to false positive CPOE alerts has been associated with inappropriate alert overrides (Miller, Boro, Korman, & Davoren, 2011), a behavior which has been associated with adverse events (Wong et al, 2017). Despite over a decade of literature describing active EHR alerts and their optimization, reducing alert fatigue remains a concern and a target for quality improvement efforts (Kane-Gill et al, 2017;Payne et al, 2015).…”