应用健康公平研究的三方分解:理解和解决不平等问题的实用教程
Jin-Hwan Kim1, Myoung-Hee Kim2, Woojoo Lee3,4
1Institute of Health and Environment, Seoul National University, 1 Gwanak-Ro, Seoul, Republic of Korea.
概括
本研究介绍了使用自然效应模型 (NEM) 进行调解分析的框架,以了解健康差异. 它将这一点应用于医疗保健支出和早产差异,帮助政策制定.
科学领域:
- 流行病学 流行病学
- 生物统计学 生物统计学
- 卫生政策 卫生政策
背景情况:
- 调解分析对于理解健康差异中的因果关系途径至关重要.
- 范德威尔 (VanderWeele, 2009) 的三向分解是关键的方法,但其通过自然效应模型 (NEM) 的实现未得到充分利用.
- 卫生公平研究需要强大的方法来剖析对健康结果的社会影响.
研究的目的:
- 通过自然效应模型 (NEM) 提出一个全面的框架来实现三向分解.
- 展示NEM在健康公平研究中的调解分析的应用.
- 为设计卫生政策的研究人员提供指导,以减少差异.
主要方法:
- 使用R包medflex实现自然效应模型 (NEM).
- 将NEM应用于三向分解框架.
- 进行了两个案例分析:医疗保健支出差异 (连续结果) 和早产的种族/民族差异 (二元结果).
主要成果:
- 展示了NEM在健康公平方面的调解分析的实际实施.
- 在三向分解的背景下,提供了对NEM估计的详细解释.
- 展示了NEM如何阐明健康差异中的差异调解效应.
结论:
- 自然效应模型为在健康公平研究中实施三向分解提供了一种有价值的方法.
- 该方法有助于了解社会暴露如何通过各种途径影响健康.
- 该框架支持以证据为基础的卫生政策制定,旨在减少差异.
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