Influence of Predictive Modeling in Implementing Optimal Heart Failure Therapy in Inpatient Setting

Explanatory factor for readmission % of Patients identifying factor as a cause of readmission (n5105) % of Readmitting Providers identifying factor as a cause of readmission (n5100) % of Discharging Providers identifying factor as a cause of readmission (n597) Patient vs. Readmitting Provider (McNemar p-value, Kappa statistic, Kappa p-value) Patient vs. Discharging Provider (McNemar p-value, Kappa statistic, Kappa p-value) Discharing Provider vs. Readmitting Provider (McNemar p-value, Kappa statistic, Kappa p-value)