Multiple studies have highlighted the negative impact of high patient to nurse ratios. Research shows that lower ratios are associated with improved patient outcomes, including reduced mortality rates, fewer complications, and shorter hospital stays. Conversely, high ratios are linked to increased rates of hospital-acquired infections, readmissions, and other adverse events.