The increasing volume and richness of healthcare data collected during routine clinical
practice have not yet translated into significant numbers of actionable insights that have …

There has been a technological boom in the field of digital health care that includes
wearables and sensor-based technologies. This has been brought to the forefront especially …

Discussion Patient messaging content can be categorized into diagnosis, treatment options,
appointment scheduling and reminders, and patient education and support [4]. Virtual …

Background Pharmacy fill data are a practical tool for assessing medication nonadherence.
However, previous studies have not compared the accuracy of pharmacy fill data to …

This thesis contributes to the development and evaluation of robust message interventions
to improve patient outcomes within public health. Across three chapters, I use experimental …

The expected disutility associated with preventive care, such as early cancer screenings,
disincentivizes individuals from getting them. Individuals are risk-averse for gains, and risk …