Literature DB >> 28283152

Statistical Considerations of Food Allergy Prevention Studies.

Henry T Bahnson1, George du Toit2, Gideon Lack3.   

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.
Copyright © 2017 The Authors. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Complier average causal effect; Dilution effects; Dropout; EAT; Food allergy; Imputation; LEAP; Missing data; Prevention studies; Statistical considerations; Tipping point analysis; Type I error; Type II error

Mesh:

Substances:

Year:  2017        PMID: 28283152      PMCID: PMC5683073          DOI: 10.1016/j.jaip.2016.12.007

Source DB:  PubMed          Journal:  J Allergy Clin Immunol Pract


  26 in total

1.  Principal stratification in causal inference.

Authors:  Constantine E Frangakis; Donald B Rubin
Journal:  Biometrics       Date:  2002-03       Impact factor: 2.571

2.  Statistical power in randomized intervention studies with noncompliance.

Authors:  Booil Jo
Journal:  Psychol Methods       Date:  2002-06

3.  Estimating treatment effects from randomized clinical trials with noncompliance and loss to follow-up: the role of instrumental variable methods.

Authors:  Graham Dunn; Mohammad Maracy; Barbara Tomenson
Journal:  Stat Methods Med Res       Date:  2005-08       Impact factor: 3.021

4.  Non-inferiority trials: the 'at least as good as' criterion with dichotomous data.

Authors:  Larry L Laster; Mary F Johnson; Mitchell L Kotler
Journal:  Stat Med       Date:  2006-04-15       Impact factor: 2.373

Review 5.  The use of one-sided tests in drug trials: an FDA advisory committee member's perspective.

Authors:  L D Fisher
Journal:  J Biopharm Stat       Date:  1991       Impact factor: 1.051

6.  Sensitivity analysis for a partially missing binary outcome in a two-arm randomized clinical trial.

Authors:  Victoria Liublinska; Donald B Rubin
Journal:  Stat Med       Date:  2014-05-20       Impact factor: 2.373

7.  Randomized placebo-controlled trial of hen's egg consumption for primary prevention in infants.

Authors:  Johanna Bellach; Veronika Schwarz; Birgit Ahrens; Valérie Trendelenburg; Özlem Aksünger; Birgit Kalb; Bodo Niggemann; Thomas Keil; Kirsten Beyer
Journal:  J Allergy Clin Immunol       Date:  2016-08-12       Impact factor: 10.793

8.  Understanding the feasibility and implications of implementing early peanut introduction for prevention of peanut allergy.

Authors:  Jennifer J Koplin; Rachel L Peters; Shyamali C Dharmage; Lyle Gurrin; Mimi L K Tang; Anne-Louise Ponsonby; Melanie Matheson; Alkis Togias; Gideon Lack; Katrina J Allen
Journal:  J Allergy Clin Immunol       Date:  2016-05-02       Impact factor: 10.793

9.  Impact of peanut consumption in the LEAP Study: Feasibility, growth, and nutrition.

Authors:  Mary Feeney; George Du Toit; Graham Roberts; Peter H Sayre; Kaitie Lawson; Henry T Bahnson; Michelle L Sever; Suzana Radulovic; Marshall Plaut; Gideon Lack
Journal:  J Allergy Clin Immunol       Date:  2016-06-10       Impact factor: 10.793

Review 10.  Update on food allergy.

Authors:  A Carrard; D Rizzuti; C Sokollik
Journal:  Allergy       Date:  2015-12       Impact factor: 13.146

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  3 in total

Review 1.  Pre- and Postnatal Vitamin D Status and Allergy Outcomes in Early Childhood.

Authors:  Kristina Rueter; Aris Siafarikas; Debra J Palmer; Susan L Prescott
Journal:  Biomedicines       Date:  2022-04-19

2.  Evaluating how clear the questions being investigated in randomised trials are: systematic review of estimands.

Authors:  Suzie Cro; Brennan C Kahan; Sunita Rehal; Anca Chis Ster; James R Carpenter; Ian R White; Victoria R Cornelius
Journal:  BMJ       Date:  2022-08-23

Review 3.  Immune mechanisms of food allergy and its prevention by early intervention.

Authors:  Victor Turcanu; Helen A Brough; George Du Toit; Ru-Xin Foong; Tom Marrs; Alexandra F Santos; Gideon Lack
Journal:  Curr Opin Immunol       Date:  2017-09-09       Impact factor: 7.486

  3 in total

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