Evaluation of the results of a randomized controlled trial: how to define changes between baseline and follow-up

被引:161
作者
Twisk, J
Proper, K
机构
[1] Vrije Univ Amsterdam Med Ctr, EMGO Inst, Dept Clin Epidemiol & Biostat, NL-1081 BT Amsterdam, Netherlands
[2] Vrije Univ Amsterdam, Ctr Med, Inst Res Extramural Med, Amsterdam, Netherlands
[3] TNO Work & Employment, Hoofddorp, Netherlands
[4] Vrije Univ Amsterdam, Ctr Med, Dept Social Med, Amsterdam, Netherlands
[5] Vrije Univ Amsterdam, Ctr Med, TNO, Res Ctr Phys Act, Amsterdam, Netherlands
关键词
randomized controlled trial; changes; analysis of covariance; regression to the mean; dichotomous outcome variables; continuous outcome variables; multinomial logistic regression;
D O I
10.1016/j.jclinepi.2003.07.009
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Objective: The most common way to evaluate the effect of an intervention is to compare the intervention and nonintervention groups regarding the change in the outcome variable between baseline and follow-up; however, there are many different ways to define "changes." The purpose of this article is to demonstrate how different definitions of "change" used in the analysis can influence the results of a study. Study Design and Setting: Two different randomized controlled trials were used as examples. Results: The results of the analyses showed that for continuous outcome variables, analysis of covariance seems to be the most appropriate because it corrects for the phenomenon of regression to the mean. For dichotomous outcome variables, multinomial logistic regression analysis with all possible changes over time as outcome seems to be the most appropriate, especially because of its straightforward interpretation. Conclusion: A different definition of "change" can lead to different results in the evaluation of the effect of an intervention. (C) 2004 Elsevier Inc. All rights reserved.
引用
收藏
页码:223 / 228
页数:6
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