Wen Cheng K Fred, Junghaenel Doerte U, Newman David B, Schneider Stefan, Mendez Marilyn, Goldstein Sarah E, Velasco Sarah, Smyth Joshua M, Stone Arthur A
Dornsife Center for Self-Report Science, University of Southern California, Los Angeles, CA, United States.
Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States.
JMIR Form Res. 2021 May 26;5(5):e28007. doi: 10.2196/28007.
Ecological momentary assessment (EMA) has the potential to minimize recall bias by having people report on their experiences in the moment (momentary model) or over short periods (coverage model). This potential hinges on the assumption that participants provide their ratings based on the reporting time frame instructions prescribed in the EMA items. However, it is unclear what time frames participants actually use when answering the EMA questions and whether participant training improves participants' adherence to the reporting instructions.
This study aims to investigate the reporting time frames participants used when answering EMA questions and whether participant training improves participants' adherence to the EMA reporting timeframe instructions.
Telephone-based cognitive interviews were used to investigate the research questions. In a 2×2 factorial design, participants (n=100) were assigned to receive either basic or enhanced EMA training and randomized to rate their experiences using a momentary (at the moment you were called) or a coverage (since the last phone call) model. Participants received five calls over the course of a day to provide ratings; after each rating, participants were immediately interviewed about the time frame they used to answer the EMA questions. A total of 2 raters independently coded the momentary interview responses into time frame categories (Cohen κ=0.64, 95% CI 0.55-0.73).
The results from the momentary conditions showed that most of the calls referred to the period during the call (57/199, 28.6%) or just before the call (98/199, 49.2%) to provide ratings; the remainder were from longer reporting periods. Multinomial logistic regression results indicated a significant training effect (χ=16.6; P<.001) in which the enhanced training condition yielded more reports within the intended reporting time frames for momentary EMA reports. Cognitive interview data from the coverage model did not lend themselves to reliable coding and were not analyzed.
The results of this study provide the first evidence about adherence to EMA instructions to reporting periods and that enhanced participant training improves adherence to the time frame specified in momentary EMA studies.
生态瞬时评估(EMA)有潜力通过让人们即时(瞬时模型)或在短时间内(覆盖模型)报告自身经历来最大程度减少回忆偏差。这种潜力取决于参与者根据EMA项目规定的报告时间框架指令提供评分这一假设。然而,尚不清楚参与者在回答EMA问题时实际使用的是什么时间框架,以及参与者培训是否能提高参与者对报告指令的遵守情况。
本研究旨在调查参与者在回答EMA问题时使用的报告时间框架,以及参与者培训是否能提高参与者对EMA报告时间框架指令的遵守情况。
采用基于电话的认知访谈来研究这些问题。在一个2×2析因设计中,参与者(n = 100)被分配接受基础或强化EMA培训,并随机分为使用瞬时(在接到电话时)或覆盖(自上次电话以来)模型对其经历进行评分。参与者在一天内接到五个电话以提供评分;每次评分后,立即就他们用于回答EMA问题的时间框架对参与者进行访谈。共有2名评分者将瞬时访谈回复独立编码为时间框架类别(科恩κ系数 = 0.64,95%置信区间0.55 - 0.73)。
瞬时条件下的结果表明,大多数电话提及在通话期间(57/199,28.6%)或就在通话前(98/199,49.2%)的时间段来提供评分;其余的来自更长的报告期。多项逻辑回归结果表明存在显著的培训效果(χ = 16.6;P <.001)——强化培训条件在瞬时EMA报告的预期报告时间框架内产生了更多报告。来自覆盖模型的认知访谈数据不适合进行可靠编码,因此未进行分析。
本研究结果首次提供了关于遵守EMA报告期指令的证据,且强化参与者培训可提高对瞬时EMA研究中指定时间框架的遵守情况。