The Design and Development of a Personalized Leisure Time Physical Activity Application Based on Behavior Change Theories, End-User Perceptions, and Principles From Empirical Data Mining

Frontiers in Public Health

Monique Simons¹  Paula C. Castro²  Marije Deutekom³  Dick Ettema⁴  Karlijn Sporrel⁴  Victor Zuniga Dourado⁵  Rémi D. D. De Boer⁶  Ben Kröse⁷  Shihan Wang⁸  Nicky Nibbeling⁹ 

[1] Consumption and Healthy Lifestyles, Wageningen University & Research, Wageningen, Netherlands;Department of Gerontology, Center for Biological and Health Sciences, Federal University of São Carlos, São Paulo, Brazil;Department of Health, Sport and Welfare, Inholland University of Applied Sciences, Haarlem, Netherlands;Department of Human Geography and Spatial Planning, Utrecht University, Utrecht, Netherlands;Department of Human Movement Sciences, Federal University of São Paulo (UNIFESP), São Paulo, Brazil;Department of Software Engineering, Digital Life Centre, University of Applied Sciences Amsterdam, Amsterdam, Netherlands;Faculty of Digital Media and Creative Industries, Digital Life Centre, University of Applied Sciences Amsterdam, Amsterdam, Netherlands;Faculty of Digital Media and Creative Industries, Digital Life Centre, University of Applied Sciences Amsterdam, Amsterdam, Netherlands;Department of Information and Computing Sciences, Utrecht University, Utrecht, Netherlands;Faculty of Sports and Nutrition, Amsterdam University of Applied Sciences, Amsterdam, Netherlands;

关键词: physical activity;    mHealth;    Persuasive Technology;    behavior change;    behavior intervention design;    data-mining;    reinforcement learning;    just-in-time adaptive interventions;   

DOI  :  10.3389/fpubh.2020.528472

来源: Frontiers

【 授权许可】

CC BY