Enrollment and Compliance in an Ecological Momentary Assessment Study of Later Life.

IF 1.5 3区 社会学 Q2 ANTHROPOLOGY
Adam R Roth, Jafnun Nudrat Jarin, Ashley F Railey, Siyun Peng, Maleah Fekete, Tianyao Qu
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引用次数: 0

Abstract

This study addresses enrollment and compliance in ecological momentary assessment (EMA) research by focusing on a sample of older adults with varying levels of technological familiarity. This is noteworthy because contemporary EMA studies predominantly require participants to use smartphones to record data in real time. We employ a two-stage analysis where we estimate the probability of enrollment based on sociodemographic and research design attributes and next use the output from this model to address potential selection bias in a subsequent model estimating compliance rates. We find that smartphone ownership is a major predictor of enrollment and that offering participants a loaner smartphone is insufficient to overcome this barrier. Ultimately, our findings suggest that while there are some potential design strategies that prospective researchers could implement to improve enrollment and compliance, there will likely always be some people whose attributes decrease their probability of enrollment and compliance regardless of intervention.

晚年生态瞬时评估研究的入组与依从性。
本研究通过关注具有不同技术熟悉程度的老年人样本,解决了生态瞬时评估(EMA)研究的入组和依从性问题。这一点值得注意,因为当代EMA研究主要要求参与者使用智能手机实时记录数据。我们采用了两阶段分析,其中我们根据社会人口统计学和研究设计属性估计入组概率,然后使用该模型的输出来解决后续模型中估计依从率的潜在选择偏差。我们发现智能手机拥有量是入学的主要预测因素,向参与者提供租借智能手机不足以克服这一障碍。最终,我们的研究结果表明,尽管未来的研究人员可以实施一些潜在的设计策略来提高入组率和依从性,但无论干预措施如何,总有一些人的属性会降低他们入组率和依从性的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Field Methods
Field Methods Multiple-
CiteScore
2.70
自引率
5.90%
发文量
41
期刊介绍: Field Methods (formerly Cultural Anthropology Methods) is devoted to articles about the methods used by field wzorkers in the social and behavioral sciences and humanities for the collection, management, and analysis data about human thought and/or human behavior in the natural world. Articles should focus on innovations and issues in the methods used, rather than on the reporting of research or theoretical/epistemological questions about research. High-quality articles using qualitative and quantitative methods-- from scientific or interpretative traditions-- dealing with data collection and analysis in applied and scholarly research from writers in the social sciences, humanities, and related professions are all welcome in the pages of the journal.
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