卫生结果与卫生系统绩效指标之间的多变量关系:采用正规关联的综合因素分析
Yunus Emre Karatas1, Songul Cinaroglu1
1Health Care Management Department, Hacettepe University, Turkey, Ankara.
Value in health regional issues
|January 3, 2024
概括
卫生结果和卫生系统绩效指标之间存在强烈的正相关性,特别是人力资源,能力和服务利用率. 这些发现突出了改善发展中国家人口健康的关键领域.
科学领域:
- 医疗保健服务研究 医疗服务研究
- 公共卫生 公共卫生
- 生物统计学 生物统计学
背景情况:
- 卫生系统的表现对人口健康结果至关重要.
- 了解绩效指标与结果之间的关系对于资源配置和政策制定至关重要.
- 多变量统计分析为探索复杂的健康数据提供了强大的方法.
研究的目的:
- 调查卫生系统绩效指标与健康结果之间的关系.
- 确定发展中国家卫生系统中健康结果的关键驱动因素.
- 应用先进的统计技术来分析卫生系统数据.
主要方法:
- 多变量统计分析,包括解释因素分析和正统相关性.
- 利用了土耳其2019年基于省份的数据.
- 检查了诸如预期寿命,婴儿死亡率和原始死亡率等指标.
主要成果:
- 确定了两个主要的变量组:与健康相关的人力资源和能力,以及医疗服务利用率.
- 在健康结果和与健康相关的人力资源/能力 (rc = 0.83,P <.001) 之间发现了强烈的正相关性.
- 在健康结果和医疗服务利用率之间也观察到显著的正相关性 (rc = 0.59,P <.001).
结论:
- 健康结果和与健康相关的人力资源和能力指标之间存在强烈的,线性,积极的关系.
- 卫生系统绩效指标与健康结果有很大关系.
- 未来的研究应该将大数据分析与综合健康系统分析的多变量技术相结合.
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