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Just-in-Time prompts for running, walking, and performing strength exercises in the built environment: 4-Week randomized feasibility study

Sporrel, Karlijn; Wang, Shihan; Ettema, Dick D.F.; Nibbeling, Nicky (Urban Vitality); Kröse, Ben J.A. (Faculteit Digitale Media En Creatieve Industrie (Fdmci)); Deutekom, Marije; de Boer, Rémi D.D.; Simons, Monique

Background : App-based mobile health exercise interventions can motivate individuals to engage in more physical activity (PA). According to the Fogg Behavior Model, it is important that the individual receive prompts at the right time to be successfully persuaded into PA. These are referred to as just-in-time …

2022-08-01AlgemeenArtikel

Reinforcement Learning to send reminders at right moments in smartphone Exercise Application

Wang, Shihan; Sporrel, Karlijn; Hoof, Herke van; Simons, Monique; de Boer, Rémi D.D.; Ettema, Dick; Nibbeling, Nicky (Faculteit Bewegen, Sport En Voeding); Deutekom, Marije; Kröse, Ben

Just-in-time adaptive intervention (JITAI) has gained attention recently and previous studies have indicated that it is an effective strategy in the field of mobile healthcare intervention. Identifying the right moment for the intervention is a crucial component. In this paper the reinforcement learning …

2021-06-04AlgemeenArtikel

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Just-in-Time prompts for running, walking, and performing strength exercises in the built environment: 4-Week randomized feasibility study

Reinforcement Learning to send reminders at right moments in smartphone Exercise Application

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