Intravenous smart pump alarm fatigue
"A systems-level approach combining human factors engineering, intelligent algorithm development, and clinical partnerships with manufacturers is essential for reducing alarm-related risk, decreasing nursing workload, and improving patient outcomes" Nyarko and Giuliano (2025).