Revisiting the Transtheoretical Model for Physical Activity: A Large-Scale Cross-Sectional Study on Japanese-Speaking Adults.

Takeyuki Oba Keisuke Takano Kentaro Katahira Kenta Kimura

Published in: Annals of behavioral medicine : a publication of the Society of Behavioral Medicine (2024)

Overall, the data support the theoretical assumptions of the TTM, but the stage specificity of the active processes may not always be consistent with the theory.

Keyphrases

physical activity
electronic health record
big data
machine learning
data analysis
artificial intelligence
deep learning
depressive symptoms