可访问,而不是可利用:在残疾研究中导航欺诈预防
Kelsey S Goddard1, Jean P Hall1, Noelle K Kurth1
1University of Kansas, Institute for Health and Disability Policy Studies (KU-IHDPS), 1000 Sunnyside Ave., Room 1052, Lawrence, KS, 66045, United States.
Disability and health journal
|May 7, 2025
概括
调查欺诈威胁到残疾研究的完整性. 提出了新的适应性工具和包容性激励措施,以平衡数据准确性和参与者访问,确保可靠的政策见解.
科学领域:
- 社会科学 社会科学 社会科学
- 公共卫生 公共卫生
- 关于残疾人的研究.
背景情况:
- 关于残疾人的研究对政策和服务至关重要.
- 调查欺诈,通常是机器人驱动的,损害了研究完整性,特别是在小型样本研究中.
- 传统的欺诈检测方法可以排除合法参与者,特别是那些使用辅助技术的人.
研究的目的:
- 检查残疾研究中的招聘悖论:平衡包容性与欺诈预防.
- 提出提高数据完整性的策略,同时确保公平参与.
主要方法:
- 审查目前在残疾研究中的欺诈检测局限性.
- 分析招聘悖论及其对数据质量的影响.
- 提议适应性欺诈检测,参与式设计和公平的激励措施.
主要成果:
- 传统的欺诈检测方法是不够的,可能是排斥性的.
- 包容性参与激励措施可能会无意中吸引欺诈性回应.
- 需要在数据完整性和真正参与者的可访问性之间取得平衡.
结论:
- 适应性欺诈检测工具对于强大的残疾研究至关重要.
- 参与式设计和公平的激励措施可以减轻欺诈行为,同时促进包容性.
- 这些战略支持为残疾人制定有效和公平的政策.
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