Suppr超能文献

生活方式干预研究中的不依从性:工具变量法提供了对偏差的深入了解。

Noncompliance in lifestyle intervention studies: the instrumental variable method provides insight into the bias.

机构信息

Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, STR 6.131, PO Box 85500, 3508 GA, Utrecht, The Netherlands.

出版信息

J Clin Epidemiol. 2010 Aug;63(8):900-6. doi: 10.1016/j.jclinepi.2009.10.007. Epub 2010 Mar 1.

Abstract

OBJECTIVE

In lifestyle intervention trials, participants of the control group often change their behavior despite the request to maintain their usual lifestyle pattern. These changes in the control group and changes in addition to the intended in the intervention group can lead to undesirable confounding effects.

STUDY DESIGN AND SETTING

We address several considerations for study design to prevent noncompliance or minimize its effects. Furthermore, we demonstrate how the instrumental variable method can give insight into the extent of bias introduced by noncompliance in randomized trials, within the context of the Sex Hormones and Physical Exercise study.

RESULTS

Noncompliance can be prevented by measures taken in the design phase of a study, for example, limited duration of the study, clear recommendations, power calculation, intensity of the intervention, involvement of the control group, waiting-list control group, and single-consent design nested within an observational study. When nevertheless noncompliance does occur, the instrumental variable method estimates the intervention effect of treatment among the compliers.

CONCLUSION

Noncompliance can seriously affect validity of lifestyle trial results. Its occurrence should be prevented by taking measures during the design phase of a study. The instrumental variable method can give insight into confounding by noncompliance in randomized trials.

摘要

目的

在生活方式干预试验中,尽管要求对照组保持其惯用的生活方式模式,但对照组的参与者往往会改变他们的行为。对照组的这些变化以及干预组中除预期之外的变化可能会导致不良的混杂影响。

研究设计和设置

我们提出了一些研究设计方面的考虑因素,以防止不依从或尽量减少其影响。此外,我们还展示了在性激素与体育锻炼研究的背景下,工具变量法如何深入了解随机试验中不依从性引入的偏差程度。

结果

可以通过研究设计阶段采取的措施来预防不依从,例如,研究的持续时间有限、明确的建议、计算能力、干预的强度、对照组的参与、等待名单对照组以及嵌套在观察性研究中的单一同意设计。然而,当不依从确实发生时,工具变量法可以估计在依从者中治疗的干预效果。

结论

不依从可能会严重影响生活方式试验结果的有效性。应通过在研究设计阶段采取措施来预防其发生。工具变量法可以深入了解随机试验中不依从引起的混杂。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验