在EQ-DAPHNIE研究中设计和实施数据质量控制:试点阶段的见解和15个国家的分析
Fatima Al Sayah1, Hilary Short2, Juan M Ramos-Goñi3
1Alberta PROMs and EQ-5D Research and Support Unit (APERSU), School of Public Health, University of Alberta, Edmonton, AB, Canada. falsayah@ualberta.ca.
通过严格的质量控制,EQ-DAPHNIE项目确保了15个国家的高质量,代表性的健康数据. 调查结果强调,需要考虑数据质量指标,以进行国际卫生比较和制定标准.
科学领域:
- 医疗保健服务研究 医疗服务研究
- 流行病学 流行病学
- 调查方法 调查方法
背景情况:
- 评估人口健康需求和仪器评估的EuroQol数据 (EQ-DAPHNIE) 项目是一个大规模的多国倡议.
- 它旨在产生人口规范,并利用自我报告的健康措施促进比较研究.
研究的目的:
- 描述EQ-DAPHNIE项目中实施的质量控制流程.
- 总结来自英国试点和15个国家的完整国际推广的数据质量指标.
主要方法:
- 通过在线调查小组提供商通过配额抽样招募了代表性样本.
- 英国的一项试点研究在涉及68,411名参与者之前进行了完善.
- 质量指标包括完成率,机器人检测,超速,缺失数据,异常值和配额实现.
主要成果:
- 响应率从80.1%到100%不等,完成率从22.9%到60.8%不等 (平均为42.4%).
- 机器人排除的平均值为3.0%,超速低 (0.3%),缺失数据的差异很大 (0.0-48.7%).
- 一致性检查表明,对重复项目有强烈的同意,这表明数据收集可靠.
结论:
- 实施的质量控制措施有效地管理了机器人响应和缺失数据等问题,产生了高质量的数据集.
- 各国数据质量的变化需要仔细考虑国际卫生规范制定和比较的质量指标.
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