通过观察性研究来证明健康产品有效性的方法学期望
Michel Cucherat1, Olivier Demarcq2, Olivier Chassany3
1Metaevidence.org, service de pharmacologie, hospices civils de Lyon, 69000 Lyon, France.
概括
观察性研究可以可靠地评估健康技术的有效性,与随机对照试验相比较. 建立明确的可接受性标准可以确保它们对监管和临床决策的有效性.
科学领域:
- 卫生经济学和结果研究研究.
- 流行病学 流行病学
- 生物统计学 生物统计学
背景情况:
- 通过观察性研究评估医疗技术的有效性对于监管批准和市场准入至关重要.
- 这些研究需要可靠性可比随机对照试验 (RCT).
研究的目的:
- 定义观察性研究的可接受性标准,以作为确认证据.
- 为了确保这些研究支持监管决策,治疗策略和建议.
主要方法:
- 坚持使用预先注册的协议和统计分析计划的假设演方法来防止HARKing和p-hacking.
- 正式的因果推断方法,包括图形因果关系 (DAG),以确定因果估计和控制混.
- 尽量减少偏差,特别是选择偏差,通过目标试验模拟和控制I型错误率等设计.
主要成果:
- 建立了可靠的观察性研究设计和分析标准.
- 已证明的方法,以确保偏差风险低,没有剩余混杂.
- 确保控制整体I型错误,并防止选择性发布.
结论:
- 观察性研究,当严格设计和分析时,可以为健康技术评估提供可靠的证据.
- 满足这些标准提高了监管机构和临床实践的观察数据的可信度.
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