Predictive modeling has several applications in nursing:
- Risk Stratification: Identifying patients at high risk for conditions like sepsis, falls, or readmission. - Chronic Disease Management: Predicting flare-ups in chronic conditions like diabetes or heart failure. - Staffing and Scheduling: Forecasting patient admissions to optimize nurse staffing levels. - Resource Management: Predicting the need for medical supplies and equipment.
