KU Leuven, Leuven, Belgium.
Maastricht University, Maastricht, Limburg, Netherlands.
Assessment. 2022 Mar;29(2):136-151. doi: 10.1177/1073191120957102. Epub 2020 Sep 10.
Currently, little is known about the association between assessment intensity, burden, data quantity, and data quality in experience sampling method (ESM) studies. Researchers therefore have insufficient information to make informed decisions about the design of their ESM study. Our aim was to investigate the effects of different sampling frequencies and questionnaire lengths on burden, compliance, and careless responding. Students ( = 163) received either a 30- or 60-item questionnaire three, six, or nine times per day for 14 days. Preregistered multilevel regression analyses and analyses of variance were used to analyze the effect of design condition on momentary outcomes, changes in those outcomes over time, and retrospective outcomes. Our findings offer support for increased burden and compromised data quantity and quality with longer questionnaires, but not with increased sampling frequency. We therefore advise against the use of long ESM questionnaires, while high-sampling frequencies do not seem to be associated with negative consequences.
目前,人们对经验采样法(ESM)研究中评估强度、负担、数据量和数据质量之间的关系知之甚少。因此,研究人员没有足够的信息来就他们的 ESM 研究设计做出明智的决策。我们的目的是调查不同采样频率和问卷长度对负担、依从性和粗心回答的影响。学生(n=163)每天接受 30 项或 60 项问卷,持续 14 天,每天 3 次、6 次或 9 次。使用预先注册的多层回归分析和方差分析来分析设计条件对瞬间结果、这些结果随时间的变化以及回顾性结果的影响。我们的研究结果支持使用更长的问卷会增加负担、降低数据数量和质量,但增加采样频率不会产生负面影响。因此,我们不建议使用长的 ESM 问卷,而高采样频率似乎与负面后果无关。