Evaluating Machine Learning-Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial

• Main Authors: Zhou, Mo (Author), Fukuoka, Yoshimi (Author), Mintz, Yonatan (Author), Goldberg, Ken (Author), Kaminsky, Philip (Author), Flowers, Elena (Author), Aswani, Anil (Author)
• Format: Book
• Published: JMIR Publications, 2018-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundGrowing evidence shows that fixed, nonpersonalized daily step goals can discourage individuals, resulting in unchanged or even reduced physical activity. ObjectiveThe aim of this randomized controlled trial (RCT) was to evaluate the efficacy of an automated mobile phone-based personalized...