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移动评估中评估强度对参与者负担、依从性、个体内变异性和个体内关系的影响。

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

机构信息

Department of Psychology, University of Koblenz-Landau, Fortstr. 7, 76829, Landau, Germany.

出版信息

Behav Res Methods. 2022 Aug;54(4):1541-1558. doi: 10.3758/s13428-021-01683-6. Epub 2021 Sep 10.


DOI:10.3758/s13428-021-01683-6
PMID:34505997
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9374628/
Abstract

Considering the very large number of studies that have applied ambulatory assessment (AA) in the last decade across diverse fields of research, knowledge about the effects that these design choices have on participants' perceived burden, data quantity (i.e., compliance with the AA protocol), and data quality (e.g., within-person relationships between time-varying variables) is surprisingly restricted. The aim of the current research was to experimentally manipulate aspects of an AA study's assessment intensity-sampling frequency (Study 1) and questionnaire length (Study 2)-and to investigate their impact on perceived burden, compliance, within-person variability, and within-person relationships between time-varying variables. In Study 1, students (n = 313) received either 3 or 9 questionnaires per day for the first 7 days of the study. In Study 2, students (n = 282) received either a 33- or 82-item questionnaire three times a day for 14 days. Within-person variability and within-person relationships were investigated with respect to momentary pleasant-unpleasant mood and state extraversion. The results of Study 1 showed that a higher sampling frequency increased perceived burden but did not affect the other aspects we investigated. In Study 2, longer questionnaire length did not affect perceived burden or compliance but yielded a smaller degree of within-person variability in momentary mood (but not in state extraversion) and a smaller within-person relationship between state extraversion and mood. Differences between Studies 1 and 2 with respect to the type of manipulation of assessment intensity are discussed.

摘要

考虑到在过去十年中,大量研究在不同的研究领域应用了动态评估(AA),关于这些设计选择对参与者感知负担、数据量(即遵守 AA 协议)和数据质量(例如,随时间变化的变量之间的个体内关系)的影响的知识令人惊讶地受到限制。本研究的目的是实验性地操纵 AA 研究评估强度的各个方面——采样频率(研究 1)和问卷长度(研究 2)——并研究它们对感知负担、遵守、个体内变异性以及随时间变化的变量之间的个体内关系的影响。在研究 1 中,学生(n = 313)在研究的前 7 天每天接受 3 或 9 份问卷。在研究 2 中,学生(n = 282)每天接受 3 次 33 或 82 项问卷,持续 14 天。个体内变异性和个体内关系是根据瞬时愉快-不愉快情绪和状态外向性进行研究的。研究 1 的结果表明,更高的采样频率增加了感知负担,但不影响我们研究的其他方面。在研究 2 中,问卷长度的增加并不影响感知负担或遵守情况,但会导致瞬时情绪的个体内变异性更小(但状态外向性不变),以及状态外向性和情绪之间的个体内关系更小。讨论了研究 1 和 2 中关于评估强度的操作类型的差异。

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本文引用的文献

[1]
Compliance in Ambulatory Assessment Studies: Investigating Study and Sample Characteristics as Predictors.

Assessment. 2022-12

[2]
Evidence for the Feasibility of Person-Specific Ecological Momentary Assessment Across Diverse Populations and Study Designs.

J Pers Oriented Res. 2019-12-30

[3]
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

[4]
Ambulatory assessment in psychopathology research: A review of recommended reporting guidelines and current practices.

J Abnorm Psychol. 2020-1

[5]
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

[6]
Examining Population Differences in Within-Person Variability in Longitudinal Designs Using Latent Variable Modeling: An Application to the Study of Cognitive Functioning of Older Adults.

Educ Psychol Meas. 2019-6

[7]
Complex affect dynamics add limited information to the prediction of psychological well-being.

Nat Hum Behav. 2019-4-15

[8]
Development of a Novel Method of Emotion Differentiation That Uses Open-Ended Descriptions of Momentary Affective States.

Assessment. 2020-12

[9]
What Affects the Completion of Ecological Momentary Assessments in Chronic Pain Research? An Individual Patient Data Meta-Analysis.

J Med Internet Res. 2019-2-5

[10]
What predicts within-person variance in applied psychology constructs? An empirical examination.

J Appl Psychol. 2019-1-14

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