Donner A, Klar N
Department of Epidemiology and Biostatistics, University of Western Ontario, London, Canada.
Am J Epidemiol. 1994 Aug 1;140(3):279-89; discussion 300-1. doi: 10.1093/oxfordjournals.aje.a117247.
The aim of many research investigations is to compare the proportion of individuals in each of several groups that have a certain characteristic. The unit of allocation for such investigations is often an intact social unit, as in randomizing families, medical practices, schools, or entire communities, to different intervention groups. Standard statistical methods are not appropriate for these designs, since they do not take into account the dependencies among individuals within the same cluster. The authors review the strengths and weaknesses of several approaches for dealing with this problem, using data from a school-based smoking cessation trial. A principal conclusion is that the choice of method should depend on whether or not random allocation is used in the assignment of interventions.
许多研究调查的目的是比较几组人群中具有某种特征的个体比例。此类调查的分配单位通常是一个完整的社会单位,比如将家庭、医疗诊所、学校或整个社区随机分配到不同的干预组中。标准统计方法不适用于这些设计,因为它们没有考虑同一群组内个体之间的相关性。作者利用一项基于学校的戒烟试验数据,综述了几种处理该问题的方法的优缺点。一个主要结论是,方法的选择应取决于干预分配中是否使用了随机分配。