Refinement and Adaption of Reinforcement Learning to Personalize Behavioral Messaging for Healthy Habits

Refinement and Adaption of Reinforcement Learning to Personalize Behavioral Messaging for Healthy Habits

Experimental: Reinforcement Learning Intervention Arm
Up to daily, tailored text messages.
Behavioral: Reinforcement Learning
Participants in the intervention arm will receive up to daily, tailored text messages based on their electronic pill bottle-measured adherence. Given the participants’ baseline characteristics and time-varying responses to the messages, a reinforcement learning algorithm will deliver different text messages and adapt over time to determine which type of messaging works best for each individual participant.

Source: View full study details on ClinicalTrials.gov

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September 1, 2023Comments OffClinicalTrials.gov | Endocrinology Clinical Trials | Endocrinology Studies | US National Library of Medicine
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