Computing the fragility index for randomized trials and meta-analyses using Stata

IF 3.2 2区 数学 Q1 SOCIAL SCIENCES, MATHEMATICAL METHODS Stata Journal Pub Date : 2022-03-01 DOI:10.1177/1536867X221083856
Ariel Linden
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引用次数: 1

Abstract

In this article, I introduce two commands for computing the fragility index (FI): fragility, which is used for individual randomized controlled trials, and metafrag, which is used for meta-analyses. The FI for individual studies is defined as the minimum number of patients whose status would have to change from a nonevent to an event to nullify a statistically significant result. Correspondingly, the FI for meta-analyses is defined as the minimum number of patients from one or more trials included in the meta-analysis for which a modification of the event status (that is, changing events to nonevents or nonevents to events) would change the statistical significance of the pooled treatment effect to nonsignificant. Whether for an individual study or for a meta-analysis, a low FI indicates a more “fragile” study result, and a larger FI indicates a more robust result.
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使用Stata计算随机试验和荟萃分析的脆弱性指数
在这篇文章中,我介绍了两个计算脆弱性指数(FI)的命令:脆弱性,用于个体随机对照试验,metafrag,用于荟萃分析。个体研究的FI被定义为状态必须从非事件变为事件才能使统计显著结果无效的最小患者人数。相应地,荟萃分析的FI被定义为荟萃分析中包括的一个或多个试验的最小患者人数,对这些试验,事件状态的修改(即将事件变为无事件或将无事件变为事件)将使合并治疗效果的统计显著性变为无显著性。无论是个体研究还是荟萃分析,FI越低,研究结果越“脆弱”,FI越大,结果越稳健。
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来源期刊
Stata Journal
Stata Journal 数学-统计学与概率论
CiteScore
7.80
自引率
4.20%
发文量
44
审稿时长
>12 weeks
期刊介绍: The Stata Journal is a quarterly publication containing articles about statistics, data analysis, teaching methods, and effective use of Stata''s language. The Stata Journal publishes reviewed papers together with shorter notes and comments, regular columns, book reviews, and other material of interest to researchers applying statistics in a variety of disciplines.
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