• woman checking fitness and health tracking

DMB: Dynamic Models of Behavior

  • Goal:  Behavior Assessment and Intervention: Increasing physical activity and decreasing sedentary behavior
  • Theoretical Framework: Self-Determination Theory
  • Measurement: A micro-randomized trial (MRT) of a multi-component, multi-timescale, adaptive mHealth  intervention
  • Modeling: Dynamic state-space models of Self-Determination Theory starting with ARX models within time scales, and proceeding through Linear Parameter Varying, hybrid, and Dynamic Bayesian Network models