In the field of nursing, data collection often involves patient-reported outcomes, clinical measurements, and observational data, which are prone to missing values. The use of MI can improve the quality of data analysis by minimizing bias and providing more accurate estimates. This is crucial for making informed decisions about patient care, policy-making, and clinical guidelines.