JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, vol.26, no.3, pp.198-210, 2019 (Peer-Reviewed Journal)
Article / Article
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
Science Citation Index Expanded, Social Sciences Citation Index, Scopus
just-in-time adaptive interventions, personalized intervention delivery, reinforcement learning, digital intervention design, m-health, SMARTPHONE APPLICATION, BEHAVIOR, MANAGEMENT, MODELS
Objective: We aim to deliver a framework with 2 main objectives: 1) facilitating the design of theory-driven, adaptive, digital interventions addressing chronic illnesses or health problems and 2) producing personalized intervention delivery strategies to support self-management by optimizing various intervention components tailored to people's individual needs, momentary contexts, and psychosocial variables.