Diehr P, Yanez D, Ash A, Hornbrook M, Lin D Y
Department of Biostatistics, University of Washington, Seattle 98195, USA.
Annu Rev Public Health. 1999;20:125-44. doi: 10.1146/annurev.publhealth.20.1.125.
Important questions about health care are often addressed by studying health care utilization. Utilization data have several characteristics that make them a challenge to analyze. In this paper we discuss sources of information, the statistical properties of utilization data, common analytic methods including the two-part model, and some newly available statistical methods including the generalized linear model. We also address issues of study design and new methods for dealing with censored data. Examples are presented.
关于医疗保健的重要问题通常通过研究医疗保健利用情况来解决。利用数据具有几个特点,这使得对其进行分析具有挑战性。在本文中,我们讨论了信息来源、利用数据的统计特性、包括两部分模型在内的常见分析方法,以及一些新出现的统计方法,如广义线性模型。我们还讨论了研究设计问题以及处理删失数据的新方法。文中给出了示例。