欺诈,欺骗和颠覆:维护数据完整性的建议
Aditya Dhariwal1, Somayyeh Mohammadi1, Katherine Golden2
1Department of Occupational Science and Occupational Therapy, University of British Columbia, Vancouver, British Columbia, Canada; Centre for Aging SMART Rehabilitation Research Program, Vancouver Coastal Health Research Institute, Vancouver, British Columbia, Canada.
Archives of physical medicine and rehabilitation
|August 9, 2025
概括
在线研究提供了好处,但面临欺诈风险. 本研究综合了预防,检测和管理欺诈性参与在线研究的策略,以确保数据完整性.
科学领域:
- 健康科学 卫生科学 卫生科学
- 研究方法研究方法研究方法学
- 数字健康数字健康
背景情况:
- 在线研究工具有助于参与者访问,但容易受到欺诈.
- 在线研究中的欺诈活动可能会损害研究结果并浪费资源.
研究的目的:
- 描述在线研究欺诈的真实世界经验.欺诈.
- 综合可行的策略,防止,检测和管理在线研究中的欺诈行为.
主要方法:
- 对32篇关于在线研究欺诈的同行评审文章的文献评论.
- 基于文献和两个研究小组的现实世界经验的策略综合.
- 在整个研究过程中确定策略:设计,广告,招聘,评估,数据分析和报酬.
主要成果:
- 在线研究欺诈是影响研究有效性的重大问题.
- 一套全面的策略可以在整个研究生命周期中减轻欺诈风险.
- 策略包括社区参与设计,有限的广告信息,基于知识的选,嵌入式重复问题,用于欺诈检测的数据分析和明确的报酬条件.
结论:
- 虽然有策略,但研究设计中的独特漏洞需要量身定制的方法.
- 研究人员必须评估特定的风险,并选择适当的欺诈管理技术.
- 为了可信的在线研究,平衡最小化欺诈,真正的参与者招聘和数据完整性至关重要.
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