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生态瞬间评估:跨研究领域的设计、样本和依从性的荟萃分析。

Ecological Momentary Assessment: A Meta-Analysis on Designs, Samples, and Compliance Across Research Fields.

机构信息

Ruprecht Karls University of Heidelberg, Germany.

DIPF-Leibniz Institute for Research and Information in Education, Frankfurt am Main, Germany.

出版信息

Assessment. 2023 Apr;30(3):825-846. doi: 10.1177/10731911211067538. Epub 2022 Jan 11.


DOI:10.1177/10731911211067538
PMID:35016567
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9999286/
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 = 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 days, yet, the number of assessments did not predict compliance or dropout rates. Compliance was significantly higher in studies providing financial incentives. Otherwise, design or sample characteristics had little effects. We discuss the implications of the findings for planning, reporting, and reviewing EMA studies.

摘要

生态瞬时评估(即 EMA,日常生活中的重复评估)在心理学及相关学科的许多领域都得到了广泛应用。然而,对于研究设计和样本差异如何预测研究依从性和辍学率(微观纵向研究中的两个核心数据质量参数),我们的了解甚少。本元分析共纳入 k = 477 篇文章(496 个样本,总样本量为 677536)。我们对每篇文章的设计、样本特征、依从性和辍学率进行了编码。结果表明,平均而言,EMA 研究每天安排 6 次评估,持续 7 天,依从率为 79%。每天安排更多评估的研究评估天数更少,但评估次数并未预测依从率或辍学率。提供经济激励的研究中,依从性显著更高。除此之外,设计或样本特征的影响很小。我们讨论了这些发现对 EMA 研究的规划、报告和审查的意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/d07a4c149796/10.1177_10731911211067538-fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/6c6ca795bad8/10.1177_10731911211067538-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/ebebebbb065f/10.1177_10731911211067538-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/e1fce57e8e6e/10.1177_10731911211067538-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/05997159ab97/10.1177_10731911211067538-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/95e6194e672b/10.1177_10731911211067538-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/d07a4c149796/10.1177_10731911211067538-fig6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/6c6ca795bad8/10.1177_10731911211067538-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/ebebebbb065f/10.1177_10731911211067538-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/e1fce57e8e6e/10.1177_10731911211067538-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/05997159ab97/10.1177_10731911211067538-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/95e6194e672b/10.1177_10731911211067538-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b1f6/9999286/d07a4c149796/10.1177_10731911211067538-fig6.jpg

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Supporting the transition to higher education: examination of state- and trait-level effects of a multicomponent positive psychological intervention for university students.

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J Occup Sci. 2024-12-3

[3]
Anticipation and Motivation as Predictors of Leisure and Social Enjoyment and Engagement in Young People With Depression Symptoms: Ecological Momentary Assessment Study.

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[4]
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Behav Res Methods. 2025-8-13

[5]
Assessing Daily Antihypertensive Medication Compliance Among Black Adults Using Smartphone-Based Ecological Momentary Assessment: A Feasibility Study.

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[6]
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[7]
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BMC Psychiatry. 2025-7-18

[8]
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J Pers Soc Psychol. 2025-7-14

[9]
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[10]
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本文引用的文献

[1]
The effects of assessment intensity on participant burden, compliance, within-person variance, and within-person relationships in ambulatory assessment.

Behav Res Methods. 2022-8

[2]
Compliance in Ambulatory Assessment Studies: Investigating Study and Sample Characteristics as Predictors.

Assessment. 2022-12

[3]
Evidence for the Feasibility of Person-Specific Ecological Momentary Assessment Across Diverse Populations and Study Designs.

J Pers Oriented Res. 2019-12-30

[4]
The Effects of Sampling Frequency and Questionnaire Length on Perceived Burden, Compliance, and Careless Responding in Experience Sampling Data in a Student Population.

Assessment. 2022-3

[5]
A direct comparison of the day reconstruction method (DRM) and the experience sampling method (ESM).

J Pers Soc Psychol. 2021-3

[6]
Ambulatory assessment in psychopathology research: A review of recommended reporting guidelines and current practices.

J Abnorm Psychol. 2020-1

[7]
Compliance and Retention With the Experience Sampling Method Over the Continuum of Severe Mental Disorders: Meta-Analysis and Recommendations.

J Med Internet Res. 2019-12-6

[8]
A Review of Current Ambulatory Assessment Studies in Adolescent Samples and Practical Recommendations.

J Res Adolesc. 2019-9

[9]
Experiments in the Wild: Introducing the Within-Person Encouragement Design.

Multivariate Behav Res. 2019-7-2

[10]
Moving in Sync: Hourly Physical Activity and Sedentary Behavior are Synchronized in Couples.

Ann Behav Med. 2020-1-1

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