A significant portion of avoidable healthcare expenditures has been attributed to preventable hospital readmissions; thus, reducing hospital readmission rates has become a national healthcare agenda item. Despite much study of this topic, efforts to date have not been especially fruitful in either predicting which patients will require hospital readmission. Preventing readmissions has been even more difficult.