Manshu Yang, Melissa R Schick, Tami P Sullivan, Nicole H Weiss
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引用次数: 0
摘要
未完成生态瞬间评估(EMA)调查是一个常见问题,如果处理不当,可能会导致结果出现偏差。本研究利用在预定时间观察到的数据以及后来为填补缺失的回答而检索到的数据,旨在调查 EMA 完成的预测因素,包括人口统计学特征、时间相关因素以及瞬间经历/行为。数据来自一项为期 30 天的 EMA 研究,其中包括 145 名目前正遭受亲密伴侣暴力(IPV)并使用药物的女性。在预定时间内,EMA 的平均完成率最初为 51.4%,在纳入了后来收回的调查数据后,完成率增至 72.6%。年龄较小、子女较多或消极情绪失调平均水平较低的参与者完成率较低。在瞬间调查层面上,进入研究的天数越多、下午/晚上报告(与上午报告相比)与完成率较低有关;消极情绪失调水平较低、吸烟或饮酒较少以及经历过 IPV 与瞬间完成率较低有关。本文讨论了这些结果对处理 EMA 中缺失数据的影响,并对未来的研究、实践和理论具有重要意义。
Predicting Completion of Ecological Momentary Assessments Among Substance-Using Women Experiencing Intimate Partner Violence.
Noncompletion of ecological momentary assessment (EMA) surveys is a common issue and may yield bias in results if not properly handled. Using data observed at scheduled times as well as data retrieved later to fill missing responses, this study aims to investigate predictors of EMA completion, including demographic characteristics, time-related factors, and momentary experiences/behaviors. Data were from a 30-day EMA study including 145 women currently experiencing intimate partner violence (IPV) and using substances. The average rate of EMA completion was initially 51.4% at the scheduled times and increased to 72.6% after incorporating data from later-retrieved surveys. Participants who were younger, had more children, or had lower mean levels of negative affect dysregulation showed lower completion rates. At the momentary survey level, more days into the study and afternoon/evening reports (vs. morning reports) were associated with lower completion; lower levels of negative affect dysregulation, less smoking or alcohol use, and experiencing IPV were linked to lower momentary completion. Implications of the results for handling missing data in EMA are discussed and have important ramifications for future research, practice, and theory.