Define the association between information used for discharge after surgery and patients’ subsequent risk of readmission. Surgical patients were analyzed to identify criteria that statistically explained the timing of discharges. The same data were also used to develop a time varying prediction model of unplanned hospital readmissions. The models demonstrated discrepancy between what surgeons behaviourally used for discharge decision versus factors for preventing readmission.