Collaborative Research: Multiscale Modeling and Intervention for Improving Long-Term Medication

We have created a new integrated medication monitoring (MM) system consisting of baseline, 3-month, and 6-month surveys, smartphone-based ecological momentary assessment via an application installed on a smartphone (Digital Trails based on the UVA Sensus app), a wireless medication event monitoring system device (MEMS; Wisepill), and a wearable sensor (Fitbit), and data collected passively from smartphone sensors using the Digital Trails app. These sources of information will be used to understand predictors of medication taking behaviors and, after two months of monitoring, to deploy appropriate interventions which will be delivered via the Digital Trails app platform.