Factors detrimental to clinician attention, such as distractions or alarm fatigue, can threaten patient safety. This scoping review of 585 articles identified 82 metrics used to measure clinician attention and identified several key concepts influencing how attention is measured, including the clinical environment, the impact of alarm fatigue, and the role of health information technology.