CLUSTER RANDOMIZATION TRIALS IN EPIDEMIOLOGY - THEORY AND APPLICATION

被引:74
作者
DONNER, A [1 ]
KLAR, N [1 ]
机构
[1] UNIV WESTERN ONTARIO,FAC MED,DEPT EPIDEMIOL & BIOSTAT,LONDON N6A 5C1,ONTARIO,CANADA
基金
加拿大自然科学与工程研究理事会;
关键词
CLUSTER RANDOMIZATION; INTRACLASS CORRELATION; CORRELATED BINARY DATA;
D O I
10.1016/0378-3758(94)90188-0
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
It is becoming increasingly common for epidemiologists to consider randomizing intact clusters (e.g. families, schools, communities) rather than individuals in experimental trials. Reasons are diverse, but include administrative convenience, a desire to reduce the effect of treatment contamination and the need to avoid ethical issues which might otherwise arise. Dependencies among cluster members typical of such designs must be considered when determining sample size and analyzing the resulting data. Well-known methods such as generalized least squares can be used to analyze continuous outcome data, while methods for the analysis of binary outcome data and correlated failure time data are in the development stage. The purpose of this paper is to review methods used in the design and analysis of cluster randomization trials applied in health sciences research.
引用
收藏
页码:37 / 56
页数:20
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