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食物过敏预防研究的统计学考量

Statistical Considerations of Food Allergy Prevention Studies.

作者信息

Bahnson Henry T, du Toit George, Lack Gideon

机构信息

Immune Tolerance Network, Benaroya Research Institute, Seattle, Wash.

Department of Pediatric Allergy, Division of Asthma, Allergy and Lung Biology, King's College London, London, United Kingdom; Guy's and St Thomas' NHS Foundation Trust, London, United Kingdom.

出版信息

J Allergy Clin Immunol Pract. 2017 Mar-Apr;5(2):274-282. doi: 10.1016/j.jaip.2016.12.007.

Abstract

Clinical studies to prevent the development of food allergy have recently helped reshape public policy recommendations on the early introduction of allergenic foods. These trials are also prompting new research, and it is therefore important to address the unique design and analysis challenges of prevention trials. We highlight statistical concepts and give recommendations that clinical researchers may wish to adopt when designing future study protocols and analysis plans for prevention studies. Topics include selecting a study sample, addressing internal and external validity, improving statistical power, choosing alpha and beta, analysis innovations to address dilution effects, and analysis methods to deal with poor compliance, dropout, and missing data.

摘要

预防食物过敏发生的临床研究最近有助于重塑关于尽早引入致敏性食物的公共政策建议。这些试验也促使了新的研究,因此应对预防试验独特的设计和分析挑战非常重要。我们强调统计概念,并给出临床研究人员在设计未来预防研究的研究方案和分析计划时可能希望采用的建议。主题包括选择研究样本、解决内部和外部有效性问题、提高统计功效、选择α和β、应对稀释效应的分析创新,以及处理依从性差、失访和缺失数据的分析方法。

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Randomized controlled trial of early regular egg intake to prevent egg allergy.随机对照试验研究早期规律摄入鸡蛋以预防鸡蛋过敏。
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Impact of peanut consumption in the LEAP Study: Feasibility, growth, and nutrition.LEAP研究中食用花生的影响:可行性、生长及营养
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