Effects of an mHealth App (Kencom) With Integrated Functions for Healthy Lifestyles on Physical Activity Levels and Cardiovascular Risk Biomarkers: Observational Study of 12,602 Users.

Rikuta Hamaya Hiroshi Fukuda Masaki Takebayashi Masaki Mori Ryuji Matsushima Ken Nakano Kuniaki Miyake Yoshiaki Tani Hirohide Yokokawa

Published in: Journal of medical Internet research (2021)

The framework of kencom successfully integrated the Japanese health data from multiple data sources to generate a large, longitudinal data set. The use of the kencom app was significantly associated with enhanced physical activity, which might lead to weight loss and improvement in lipid profile.

Keyphrases

physical activity
electronic health record
weight loss
big data
healthcare
public health
body mass index
bariatric surgery
machine learning
skeletal muscle
risk assessment
depressive symptoms
health information
roux en y gastric bypass
insulin resistance
health promotion
obese patients
gastric bypass