Sample sizes required to estimate the protective efficacy of a vaccine when there is an unequal allocation of individuals across the vaccine and placebo groups

Author:

Bose Meghna1,Biswas Atanu1ORCID

Affiliation:

1. Applied Statistics Unit, Indian Statistical Institute, Kolkata, India

Abstract

The effectiveness of a vaccine is measured by means of protective vaccine efficacy, defined by [Formula: see text], where [Formula: see text] and [Formula: see text] are, respectively, the disease attack rates in the vaccinated and the unvaccinated population. For each of the cohoret and case-control designs, methods have been presented in the literature for calculating the required sample size when the desired width of the confidence interval and the probability of coverage are pre-specified, where an equal number of individuals were assumed to be allocated to the vaccine and placebo group. In this article, we present a method for calculating the required sample size with a specified degree of precision when there is an unequal allocation of individuals across the two groups. The sample size required to achieve a desired power for the relevant level [Formula: see text] test has also been explored, keeping the unequal allocation proportion in mind. The fraction of individuals allocated to the placebo group ([Formula: see text]) can be so chosen that the total sample size or the expected number of people developing the disease or some other criteria of interest is minimized.

Publisher

SAGE Publications

Subject

Health Information Management,Statistics and Probability,Epidemiology

Reference28 articles.

1. On sample sizes to estimate the protective efficacy of a vaccine

2. A Framework for Assessing Immunological Correlates of Protection in Vaccine Trials

3. Spencer PH. The Ethics of Unequal Allocation Web Blog Post. STREAM research. 06 Jan 2014. Web. 15 Dec 2022. https://www.translationalethics.com/2014/01/06/unequal-allocation/.

4. Confidence Intervals for the Ratio of Two Binomial Proportions

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3