ReviewJournal of speech, language, and hearing research : JSLHR2022
Statistical Considerations for Analyzing Ecological Momentary Assessment Data.
Review in Journal of speech, language, and hearing research : JSLHR, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
What it found
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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.
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Who cites it
28 citing papers in PubMed.
- Beyond Fear: Disgust, Anger, and the Affective Core of Interpersonal Phobias.Integrative psychological & behavioral science · 2026Article
- Observational
- Bidirectional associations between negative relationship events and suicidal ideation: an EMA study of stress exposure and generation.Anxiety, stress, and coping · 2026Article
- Modeling intraindividual means and variances from ecological momentary assessment data: comparing standard computational formulas to mixed-effects location-scale model estimates.Journal of behavioral medicine · 2026Article
- Scoping Review of Experience Sampling Methodology Investigations of Posttraumatic Stress Disorder Symptoms.Clinical psychology : a publication of the Division of Clinical Psychology of the American Psychological Association · 2026Article
- Ecological Momentary Assessment and Voice-Informed Forecast and Detection for the Diagnosis of Major Depression.Advances in experimental medicine and biology · 2026Review
- Masking, social context and perceived stress in autistic adults: An ecological momentary assessment study.Autism : the international journal of research and practice · 2025Article
- Considering Confucian, Buddhist, and Taoist influences on daily emotion regulation and affect in Chinese Australian trauma survivors.European journal of psychotraumatology · 2025Article
- The Physical Activity, Imaging, and Ambulatory Testing (PHIAT) Project: Protocol for a High-Frequency Ambulatory Assessment Study.JMIR research protocols · 2025Article
- The Moderating Effect of Atypical Events on the Relationship Between Heart Rate and Stress in Medical Residents Working in an Intensive Care Unit: Longitudinal, Observational Daily Diary Study.JMIR formative research · 2025Observational
- Real-Time Antecedents of Young Adults' Vaping and Co-Vaping of Nicotine and Cannabis: An Ecological Momentary Assessment Study.Journal of medical Internet research · 2025Article
- Real-time antecedents of cannabis use among young adults: An Ecological Momentary Assessment study.Experimental and clinical psychopharmacology · 2025Article
- Article
- Telehealth virtual reality intervention reduces chronic pain in a randomized crossover study.NPJ digital medicine · 2025Article
- Gender-responsive treatment to improve outcomes for women and girls in correctional settings: foundations, limitations and innovations.Health & justice · 2025Review
- Examining sound levels across different time scales measured from body-worn dosimeters.The Journal of the Acoustical Society of America · 2025Article
- The daily enactment of behavior change techniques among physically active university students with physical disabilities and chronic conditions.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025Article
- The influence of mood and social relationships on the intensity of basic self-disturbance: an experience sampling method investigation.Frontiers in psychiatry · 2025Article
- A Bayesian Approach to Modeling Variance of Intensive Longitudinal Biomarker Data as a Predictor of Health Outcomes.Statistics in medicine · 2024Article
- Utilizing ecological momentary assessment in nursing research.Women's health nursing (Seoul, Korea) · 2024Article
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
Abstract
purposeThe analysis of Ecological Momentary Assessment (EMA) data can be difficult to conceptualize due to the complexity of how the data are collected. The goal of this tutorial is to provide an overview of statistical considerations for analyzing observational data arising from EMA studies.
methodEMA data are collected in a variety of ways, complicating the statistical analysis. We focus on fundamental statistical characteristics of the data and general purpose statistical approaches to analyzing EMA data. We implement those statistical approaches using a recent study involving EMA.
resultsThe linear or generalized linear mixed-model statistical approach can adequately capture the challenges resulting from EMA collected data if properly set up. Additionally, while sample size depends on both the number of participants and the number of survey responses per participant, having more participants is more important than the number of responses per participant.
conclusionUsing modern statistical methods when analyzing EMA data and adequately considering all of the statistical assumptions being used can lead to interesting and important findings when using EMA. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.17155961.
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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.