Model establishment based on clinical data from patient monitors: Optimising night-time alarms in intensive care units

The number of monitor alarms and effective alarms related to the patient's condition, working time period, and the nurse's experience. We can tailor the management strategy of the monitor based on clinical conditions, reducing the number of night-time alarms while ensuring patient safety, increasing the effectiveness of alarms, and reducing nurse alarm fatigue. The longer the length of service in critical care, the less significant the improvement in monitor alarm performance.