Predicting Participation Willingness in Ecological Momentary Assessment of General Population Health and Behavior: Machine Learning Study.

Aja Louise Murray Anastasia Ushakova Xinxin Zhu Yi Yang Zhuoni Xiao Ruth Harriet Brown Lydia Gabriela Speyer Denis Ribeaud Manuel P Eisner

Published in: Journal of medical Internet research (2023)

Results suggest that migration background is the single most promising target for improving EMA participation and sample representativeness; however, more research is needed to improve prediction of participation in EMA studies in health.

Keyphrases

physical activity
machine learning
healthcare
public health
mental health
big data
risk assessment
deep learning