Application of an Adapted Health Action Process Approach Model to Predict Engagement With a Digital Mental Health Website: Cross-Sectional Study.

Julien Rouvere Brittany E Blanchard Morgan Johnson Isabell Griffith Fillipo Brittany Mosser Meghan Romanelli Theresa Nguyen Kevin Rushton John Marion Tim Althoff Patricia A Areán Michael D Pullmann

Published in: JMIR human factors (2024)

Our data suggest that the HAPA model did not predict engagement with DMH via a self-guided website. More research is needed to identify appropriate theoretical frameworks and practical strategies (eg, digital design) to optimize DMH tool engagement.

Keyphrases

mental health
social media
healthcare
public health
health information
electronic health record
big data
mental illness
machine learning
climate change
artificial intelligence