Predicting demand for hospital capacity planning

We describe the accuracy validation of a model to predict service demand in a hospital environment and illustrate its application to long term capacity planning. Forecast accuracy for predicting daily Emergency Department presentations, inpatient admissions and discharges at the study site is around 90%, and forecasts can be visualized in a format that identifies potential shortfalls in hospital capacity.