Several factors contribute to false alarms, including: - Improper Sensor Placement: Incorrect positioning of sensors can result in inaccurate readings. - Patient Movement: Movement or agitation can cause sensors to read non-critical data as alarms. - Technical Malfunctions: Device errors and software glitches can trigger false alarms. - Environmental Interference: External factors such as electrical interference can affect device accuracy.