在线睡眠日记:系统开发的考虑和数据管理建议
Kelly M Shaffer1, Katharine E Daniel1, Christina Frederick1
1Center for Behavioral Health and Technology, University of Virginia School of Medicine, Charlottesville, VA, USA.
Sleep
|July 22, 2023
概括
开发在线睡眠日记需要仔细设计和数据管理,以确保可靠的数据. 程序有效地减少错误,从而获得高质量的睡眠研究数据.
科学领域:
- 数字健康干预措施 数字健康干预措施
- 睡眠科学研究研究 睡眠科学研究
- 临床试验中的数据完整性
背景情况:
- 在线睡眠日记对于在数字健康干预中收集睡眠数据至关重要.
- 确保数据的稳定性和可解释性对于有效的研究成果至关重要.
- 常见的数据输入错误可能会影响睡眠日记数据的质量.
研究的目的:
- 概述在线睡眠日记系统的开发考虑因素.
- 提出方法,以确保可靠,可解释和可靠的睡眠数据.
- 描述常见的数据输入错误的数据管理程序.
主要方法:
- 睡眠健康使用互联网 (SHUTi) 干预措施包含了促进数据完整性的功能.
- 日记输入限制,提示,可视化和验证检查尽量减少错误.
- 数据管理程序利用编程语法进行高效可靠的错误纠正.
主要成果:
- 在一项大型随机对照试验中,0.01%的日记需要修改日期/AM/PM错误.
- 不到0.001%的日记因为无法解决的错误而被删除.
- 实施的程序在现实环境中有效地管理了数据输入错误.
结论:
- 在线睡眠日记系统的精心设计对于数据有效性至关重要.
- 可复制的数据管理流程对于最大限度地提高数据的完整性和准确性至关重要.
- 这些策略确保睡眠研究和数字健康干预的高质量数据.
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