Department of Psychology, University of Koblenz-Landau, Fortstr. 7, 76829, Landau, Germany.
Behav Res Methods. 2022 Aug;54(4):1541-1558. doi: 10.3758/s13428-021-01683-6. Epub 2021 Sep 10.
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.
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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