Ecological Momentary Assessment: A Meta-Analysis on Designs, Samples, and Compliance Across Research Fields
Heidelberg University · DIPF | Leibniz Institute for Research and Information in Education
Abstract
Ecological Momentary Assessments (i.e., EMA, repeated assessments in daily life) are widespread in many fields of psychology and related disciplines. Yet, little knowledge exists on how differences in study designs and samples predict study compliance and dropout—two central parameters of data quality in (micro-)longitudinal research. The current meta-analysis included k = 477 articles (496 samples, total N = 677,536). For each article, we coded the design, sample characteristics, compliance, and dropout rate. The results showed that on average EMA studies scheduled six assessments per day, lasted for 7 days, and obtained a compliance of 79%. Studies with more assessments per day scheduled fewer assessment…
Citation impact
- FWCI
- 72.42
- Percentile
- 100%
- References
- 67
Authors
2Topics & keywords
- Compliance (psychology)
- Psychology
- Dropout (neural networks)
- Research design
- Sample (material)
- Meta-analysis
- Sample size determination
- Applied psychology