Imputing deductibles in claims data

Many researchers are interested in how cost sharing impacts health care utilization, cost and patient outcomes. This is especially true as high-deductible health plans (HDHP) have become more common in the US. In 2023, 29% of covered workers in the US had a HDHP. One helpful type of data for analyzing HDHPs is claims data.…

Algorithms to Predict Breast Cancer Stage

Cost effectiveness and quality analysis of the treatment of cancer has long been a goal of health services researchers.  In particular, researchers aim to determine whether various treatments provide cost-effective methods to improve longevity and quality.  Physicians, however, use different treatments depending on the patient’s cancer stage.  Although most cost-effectiveness researchers want to take into…