Just-In-Time Adaptive Interventions (JITAI) and the Need for Computational Dynamic Modeling

Riley, William

Tags Personal health systemsMobile healthPersonalised health

The advent of mobile technologies has allowed behavior change interventions to tailor interventions not only at baseline but also to adapt and...

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Leveraging Intensive Longitudinal Data to Better Understand Health Behaviors

Timms, Kevin ;   Martin, Cesar ;   Rivera, Daniel ;   Hekler, Eric ;   Riley, William

Tags New sensing techniquesWearable systemsPhysiological monitoring

Behavioral scientists have historically relied on static modeling methodologies. The rise in mobile and wearable sensors has made intensive...

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The Importance of Behavior Theory in Control System Modeling of Physical Activity Sensor Data

Riley, William ;   Martin, Cesar ;   Rivera, Daniel

Tags Wireless sensors and systemsBody sensor networks and telemetric systems

Among health behaviors, physical activity has the most extensive record of research using passive sensors. Control systems and other system...

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