University of Rhode Island, Kingston, USA.
Yale School of Medicine, New Haven, CT, USA.
Assessment. 2024 Oct;31(7):1398-1413. doi: 10.1177/10731911231216948. Epub 2024 Jan 4.
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.
未完成的生态瞬时评估(EMA)调查是一个常见的问题,如果处理不当,可能会导致结果产生偏差。本研究旨在调查 EMA 完成的预测因素,包括人口统计学特征、时间相关因素和瞬时体验/行为,使用预定时间观察到的数据以及后来检索的数据来填补缺失的响应。数据来自一项为期 30 天的 EMA 研究,包括 145 名目前经历亲密伴侣暴力(IPV)和使用物质的女性。在预定时间内,EMA 的平均完成率最初为 51.4%,在纳入后来检索的调查数据后增加到 72.6%。年龄较小、子女较多或负性情绪失调平均水平较低的参与者完成率较低。在瞬时调查层面上,研究进行的天数越多,下午/晚上的报告(与早上的报告相比)与较低的完成率相关;较低的负性情绪失调水平、较少的吸烟或饮酒以及经历 IPV 与较低的瞬时完成率相关。讨论了这些结果对 EMA 中缺失数据处理的影响,这对未来的研究、实践和理论具有重要意义。