Computational Models of Engagement in Digital Health Platforms

Sonia Baee
Over the past decade, digital health technologies have transformed healthcare delivery offering more scalable, accessible, and individualized interventions. Especially in light of the COVID pandemic, these technologies are an appealing alternative to much-needed treatment outside the physician/clinician’s office. However, these platforms suffer from low engagement and high attrition rates, making it increasingly difficult to turn research findings into clinically useful and actionable insights. This dissertation proposes a set of computational tools for both predicting participants'...
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