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

Mo Zhou   ¹ , MS ;   Yoshimi Fukuoka   ^{2, 3} , RN, PhD, FAAN ;   Yonatan Mintz   ¹ , MS ;   Ken Goldberg   ^{1, 4} , PhD ;   Philip Kaminsky   ¹ , PhD ;   Elena Flowers   ^{3, 5} , RN, PhD ;   Anil Aswani   ¹ , PhD

¹ Department of Industrial Engineering and Operations Research, University of California, Berkeley, CA, United States

² Institute for Health & Aging, School of Nursing, University of California, San Francisco, CA, United States

³ Department of Physiological Nursing, School of Nursing, University of California, San Francisco, CA, United States

⁴ Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA, United States

⁵ Institute for Human Genetics, University of California, San Francisco, CA, United States