Healthcare differences are pervasive in United States hospitals. This proposal aims to understand why patients with the same underlying health conditions receive different treatments, incur different costs, and experience different outcomes. There are conceivably many factors that affect patient care, but one factor may be the quality of the patient's attending physician, and another factor may be the patient's health insurance category.