Patent attributes
The disclosed methods and systems are generally directed to the combined application of predictive analytics with clinical decision analysis to provide optimal recommendations for the implementation of various health care management programs including, for example, prescription medication adherence interventions, and providing recommendations for medication adherence interventions for individual patients, based on predictions of patient adherence and predicted or expected responses to available interventions. Such interventions may be instituted in advance of a potential negative outcome, e.g., non-adherence, to prevent or reduce the occurrence of a negative outcome and realize greater return on investment. The disclosed systems and methods generally determine a predictive function based at least on historical patient data and predictive variables derived from the historical data, apply the predictive function to data of candidate patients and provide a recommended course of health care management based on an output of the predictive function applied to a clinical decision analysis.
