研究生态瞬间评估的最佳实践:全国性的实验实验
Michael S Businelle1,2, Emily T Hébert3, Dingjing Shi4
1TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States.
Journal of medical Internet research
|August 12, 2024
概括
这项研究发现,没有特定的设计因素显著改善了生态瞬间评估 (EMA) 完成率. 然而,老年人和没有药物使用或抑郁史的人表现出更高的遵守,应用程序可用性与完成有积极的相关性.
科学领域:
- 行为科学 行为科学
- 心理学 心理学 心理学
- 医疗信息学 医疗信息学
背景情况:
- 生态瞬间评估 (EMA) 在自然环境中收集实时参与者数据.
- 经常在EMA进行自我报告可能会造成负担,影响合规性.
- 优化EMA研究设计对于公正的数据收集至关重要.
研究的目的:
- 确定最佳的研究设计因素,以最大限度地提高基于智能手机的EMA完成率.
- 使用因数设计来测试研究参数组合的组合.
- 旨在建立EMA研究设计的最佳实践.
主要方法:
- 一个2x2x2x2x2的因数设计随机选择了411名美国参与者,跨越32个条件.
- 各种因素包括调查长度,评估频率,提示时间表,支付类型和响应规模.
- 参与者完成了28天的EMA,并分析了完成率和相互作用.
主要成果:
- 没有发现设计因素对EMA完成的重大主要影响或相互作用.
- 在老年人和没有吸毒或抑郁症的人群中观察到更高的完成率.
- 应用程序可用性和EMA合规性之间的积极关联.
结论:
- 目前的研究设计因素并不能显著预测EMA的合规性.
- 人口统计学因素,如年龄和心理健康状况影响了坚持.
- 应用程序的可用性是EMA成功实施的关键因素.
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