SynthesisJournal of medical Internet research2019
Compliance and Retention With the Experience Sampling Method Over the Continuum of Severe Mental Disorders: Meta-Analysis and Recommendations.
Synthesis in Journal of medical Internet research, 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 106 papers, 15 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
106 citing papers in PubMed, 15 syntheses or guidelines pooled 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
- Participant Compliance With Ecological Momentary Assessment in Movement Behavior Research Among Adolescents and Emerging Adults: Systematic Review.JMIR mHealth and uHealth · 2025Pooled it
- Methodological Characteristics and Feasibility of Ecological Momentary Assessment Studies in Psychosis: a Systematic Review and Meta-Analysis.Schizophrenia bulletin · 2024Pooled it
- Mobile Crowdsensing in Ecological Momentary Assessment mHealth Studies: A Systematic Review and Analysis.Sensors (Basel, Switzerland) · 2024Pooled it
- Ecological Momentary Assessment: A Meta-Analysis on Designs, Samples, and Compliance Across Research Fields.Assessment · 2023Pooled it
- Study Features and Response Compliance in Ecological Momentary Assessment Research in Borderline Personality Disorder: Systematic Review and Meta-analysis.Journal of medical Internet research · 2023Pooled it
- Ecological momentary assessment of mind-wandering: meta-analysis and systematic review.Scientific reports · 2023Pooled it
- A robust and readily implementable method for the meta-analysis of response ratios with and without missing standard deviations.Ecology letters · 2023Pooled it
- Design decisions and data completeness for experience sampling methods used in psychosis: systematic review.BMC psychiatry · 2022Pooled it
- The Experience Sampling Method in Monitoring Social Interactions Among Children and Adolescents in School: A Systematic Literature Review.Frontiers in psychology · 2022Pooled it
- Use of Ecological Momentary Assessment to Study Suicidal Thoughts and Behavior: a Systematic Review.Current psychiatry reports · 2021Pooled it
- A Systematic Review of Momentary Assessment Designs for Mood and Anxiety Symptoms.Frontiers in psychology · 2021Pooled it
- A systematic review of daily life studies on non-suicidal self-injury based on the four-function model.Clinical psychology review · 2020Pooled it
- Investigating Best Practices for Ecological Momentary Assessment: Nationwide Factorial Experiment.Journal of medical Internet research · 2024Trial
- Evaluating Declines in Compliance With Ecological Momentary Assessment in Longitudinal Health Behavior Research: Analyses From a Clinical Trial.Journal of medical Internet research · 2023Trial
- Reducing participant burden of ESM-based monitoring of mood disorder onset through variable sample size EWMA.Behavior research methods · 2026Article
- Multimodal Communication in Progressive Aphasia: A Mixed-Methods Experience Sampling Study.American journal of speech-language pathology · 2026Article
- Balancing burden and resolution: Effects of EMA survey schedule on compliance and study evaluation in suicide-focused research.Journal of psychiatric research · 2026Article
46 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite the growing interest in the experience sampling method (ESM) as a data collection tool for mental health research, the absence of methodological guidelines related to its use has resulted in a large heterogeneity of designs. Concomitantly, the potential effects of the design on the response behavior of the participants remain largely unknown.
objectiveThe objective of this meta-analysis was to investigate the associations between various sample and design characteristics and the compliance and retention rates of studies using ESM in mental health research.
methodsESM studies investigating major depressive disorder, bipolar disorder, and psychotic disorder were considered for inclusion. Besides the compliance and retention rates, a number of sample and design characteristics of the selected studies were collected to assess their potential relationships with the compliance and retention rates. Multilevel random/mixed effects models were used for the analyses.
resultsCompliance and retention rates were lower for studies with a higher proportion of male participants (P<.001) and individuals with a psychotic disorder (P<.001). Compliance was positively associated with the use of a fixed sampling scheme (P=.02), higher incentives (P=.03), higher time intervals between successive evaluations (P=.02), and fewer evaluations per day (P=.008), while no significant associations were observed with regard to the mean age of the sample, the study duration, or other design characteristics.
conclusionsThe findings demonstrate that ESM studies can be carried out in mental health research, but the quality of the data collection depends upon a number of factors related to the design of ESM studies and the samples under study that need to be considered when designing such protocols.
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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.