Appropriate nurse staffing levels are crucial for maintaining patient safety and quality of care. Studies have shown that adequate staffing can lead to better patient outcomes and lower healthcare costs. For instance, when nurse-to-patient ratios are optimized, there is a reduction in medical errors, patient complications, and overall hospital costs. Conversely, inadequate staffing can result in increased overtime pay, use of agency nurses, and higher operational expenses.