A predictive big data analytics algorithm using a variety of demographic and clinical data points may be helpful for identifying patients at high risk of hospitalization or ED use. Reducing unnecessary emergency department utilization and avoidable hospital admissions is a top priority for many healthcare systems, especially those seeking to cut costs and eliminate waste