Dempsey Lab

Research focus

NIH R01 · 2025

Leveraging ML algorithms and data integration techniques to improve efficiency of causal moderation analyses of micro-randomized trial data

PROJECT SUMMARY Smart devices (e.g., smartphones, smartwatches) and other wearables are increasingly used to deliver personalized, digital interventions to patients in real time to assist with management of chronic diseases. Digital interventions provide accessible, low-cost intervention delivery in unlimited amount and duration whenever and wherever needed, even for reticent or difficult-to-reach populations. Mobile health systems are excellent tools for the delivery of just-in-time adaptive interventions (JITAI), a general intervention design that aims to provide the right type/amount of support, at the right time, by adapting to an individual’s changing context. Many JITAIs have been…

From the public funding record at NIH RePORTER. Describes the funded project, not the reviews below.