SynthesisAddiction (Abingdon, England)2019
Compliance with ecological momentary assessment protocols in substance users: a meta-analysis.
Synthesis in Addiction (Abingdon, England), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05194228 (Exemplar), which is not on this map. Cited by 217 papers, 16 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Exemplar: Determining the Best Practices for EMA Studies
Who cites it
217 citing papers in PubMed, 16 syntheses or guidelines pooled it, 317 citations in OpenAlex.
- Compliance With Ecological Momentary Assessment Among Patients With Cancer: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2026Pooled it
- AI-Driven Mental Health Support for Caregivers of Individuals With Alzheimer Disease: Systematic Literature Review and Development of a Conceptual Framework.JMIR mental health · 2026Pooled it
- Remote Measurement-Based Care Interventions for Mental Health: Systematic Review and Meta-Analysis.JMIR mental health · 2026Pooled it
- Dropout, Attrition, Adherence, and Compliance in Mood Monitoring and Ambulatory Assessment Studies for Depression and Bipolar Disorder: Systematic Review and Meta-Analysis.JMIR mental health · 2026Pooled it
- Readdressing the Ongoing Challenge of Missing Data in Youth Ecological Momentary Assessment Studies: Meta-Analysis Update.Journal of medical Internet research · 2025Pooled it
- The integration of geographic methods and ecological momentary assessment in public health research: A systematic review of methods and applications.Social science & medicine (1982) · 2024Pooled it
- Methodological Characteristics and Feasibility of Ecological Momentary Assessment Studies in Psychosis: a Systematic Review and Meta-Analysis.Schizophrenia bulletin · 2024Pooled it
- A systematic review of ecological momentary assessment studies of appetite and affect in the experience of temptations and lapses during weight loss dieting.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2023Pooled it
- Compliance with ecological momentary assessment programmes in the elderly: a systematic review and meta-analysis.BMJ open · 2023Pooled it
- Within-person associations between psychological and contextual factors and lapse incidence in smokers attempting to quit: A systematic review and meta-analysis of ecological momentary assessment studies.Addiction (Abingdon, England) · 2023Pooled it
- Ecological Momentary Assessment: A Meta-Analysis on Designs, Samples, and Compliance Across Research Fields.Assessment · 2023Pooled it
- Ecological momentary assessment of mind-wandering: meta-analysis and systematic review.Scientific reports · 2023Pooled it
- Understanding health behaviours in context: A systematic review and meta-analysis of ecological momentary assessment studies of five key health behaviours.Health psychology review · 2022Pooled it
- Design decisions and data completeness for experience sampling methods used in psychosis: systematic review.BMC psychiatry · 2022Pooled it
- Don't Miss the Moment: A Systematic Review of Ecological Momentary Assessment in Suicide Research.Frontiers in digital health · 2022Pooled it
- Compliance With Mobile Ecological Momentary Assessment of Self-Reported Health-Related Behaviors and Psychological Constructs in Adults: Systematic Review and Meta-analysis.Journal of medical Internet research · 2021Pooled it
- Outcomes of a Pilot Mobile App Just-in-Time-Adaptive-Intervention Supporting Coping Skills in Trauma Affected People with HIV.AIDS and behavior · 2026Trial
- The effectiveness of a drink-counting and a breathalyser-coupled smartphone application for reduced heavy drinking among alcohol-dependent adults in Sweden: A randomised controlled trial.Addiction (Abingdon, England) · 2025Trial
- Telephone Counseling and Messaging Guided by Mobile Profiling of Tobacco Users for Smoking Cessation: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Impact of Providing a Personalized Data Dashboard on Ecological Momentary Assessment Compliance Among College Students Who Use Substances: Pilot Microrandomized Trial.JMIR formative research · 2024Trial
157 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 4 countries.
Funding
Abstract
BACKGROUND AND
aimsWhile there are considerable benefits to Ecological Momentary Assessment (EMA), poor compliance with assessment protocols has been identified as a limitation, particularly in substance users. Our aim was to identify the pooled compliance rate of EMA studies in substance users and examine variables that may influence compliance with EMA protocols, such as the length and frequency of assessments.
designA meta-analysis and meta-regression of all possible studies (randomized controlled trials and longitudinal) which incorporated EMA protocols, examining substance use.
settingStudies took place from 1998 to 2017, in numerous countries world-wide.
participantsOne hundred and twenty-six studies were identified, contributing a total of 19 431 participants (52.32% male, mean age = 28.86). MEASUREMENTS: Compliance data, the proportion of responses to the study protocol, were extracted from each study alongside prompt frequency, total length of assessment period, substance use population and device used to administer EMA prompts.
findingsThe pooled compliance rate across all studies was 75.06% [95% confidence interval (CI) = 72.37%, 77.65%]. There was no evidence that compliance rates were significantly associated with prompt frequency [Q(3) = 7.35, P = 0.061], length of assessment period [Q(2) = 2.40, P = 0.301], substance type [Q(3) = 6.30, P = 0.098] or device administration [Q(4) = 4.28, P = 0.369]. However, dependent samples (69.80%) had lower compliance rates than non-dependent samples [76.02%; Q(1) = 4.13, P = 0.042].
conclusionsThe pooled compliance rate for Ecological Momentary Assessment studies in substance-using populations from 1998 to 2017 was lower than the recommended rate of 80%, and was not associated with frequency or duration of assessments.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.