Compliance With Mobile Ecological Momentary Assessment of Self-Reported Health-Related Behaviors and Psychological Constructs in Adults: Systematic Review and Meta-analysis.

Marie T Williams Hayley Lewthwaite François Fraysse Alexandra Gajewska Jordan Ignatavicius Katia Elizabeth Ferrar

Published in: Journal of medical Internet research (2021)

In this 10-year sample of studies using the mEMA of self-reported health-related behaviors and psychological constructs in adult nonclinical and clinical populations, mEMA was applied across contexts and health conditions and to collect a range of health-related data. There was inconsistent reporting of compliance and key features within protocols, which limited the ability to confidently identify components of mEMA schedules likely to have a specific impact on compliance.

Keyphrases

healthcare
public health
mental health
electronic health record
human health
sleep quality
climate change
emergency department
big data
health information
risk assessment
machine learning
depressive symptoms
social media
young adults
data analysis
physical activity
artificial intelligence
genetic diversity