Using mobile meditation app data to predict future app engagement: an observational study.

Rylan Fowers Vincent BerardiJennifer HubertyChad Stecher

Published in: Journal of the American Medical Informatics Association : JAMIA (2022)

Our results are consistent with existing estimates of the time required to develop a new habit. Additionally, this research demonstrates how to use app usage data to quickly and accurately predict the likelihood of users' future app abandonment. This research allows future researchers to better target just-in-time interventions towards users at risk of abandonment.

Keyphrases

current status
electronic health record
big data
physical activity
social media
machine learning
data analysis
deep learning