Beyond the Usual Significance: Fragility Indices of Randomized Controlled Trials in Top General Orthopaedic Journals.

IF 2.6 2区 医学 Q1 ORTHOPEDICS
Mohammad Poursalehian, Mahdi Sahebi, Mahboobeh Tajvidi, Amirhosein Sabaghian, Amir-Mohammad Asgari, Sean A Tabaie, Mohit Bhandari, Amir Human Hoveidaei
{"title":"Beyond the Usual Significance: Fragility Indices of Randomized Controlled Trials in Top General Orthopaedic Journals.","authors":"Mohammad Poursalehian, Mahdi Sahebi, Mahboobeh Tajvidi, Amirhosein Sabaghian, Amir-Mohammad Asgari, Sean A Tabaie, Mohit Bhandari, Amir Human Hoveidaei","doi":"10.5435/JAAOS-D-24-00691","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Understanding the reliability of outcomes in randomized controlled trials (RCTs) is crucial, as standard metrics, such as P- value do not fully capture result fragility. This led to the adoption of specific indices: the fragility index (FI), which measures the strength of trial through significant results by calculating the minimum number of patient status changes from nonevent to event required to make the results statistically insignificant; reverse fragility index (RFI), used for insignificant results; and continuous fragility index (CFI), which acts similar to FI for significant continuous outcomes. The objective is to assess the robustness of orthopaedics RCTs using these indices across leading orthopaedic journals.</p><p><strong>Methods: </strong>A systematic review of RCTs published between 2019 and 2023 in the top five general orthopaedic journals, identified through Scientific Journal Rankings, was done. Data extraction focused on FI, RFI, and CFI and related measures for 160 RCTs. The indices were calculated using established methodologies, with sample size adjustments.</p><p><strong>Results: </strong>22 RCTs had statistically significant dichotomous primary outcomes and 17 studies had notable dichotomous secondary outcomes. Twenty-nine had negligible (insignificant) dichotomous primary outcomes, and 92 reported notable continuous outcomes. Only one RCT reported a FI in the article. The median FI was 5 with a median sample size of 142 for dichotomous outcomes. The median RFI was 3 with a median sample size of 100 for negligible outcomes, and the median CFI was 13 with a median sample size of 86.5 for continuous outcomes, showing dichotomous outcomes to be more fragile than continuous ones.</p><p><strong>Discussion: </strong>Continuous outcomes are less fragile than dichotomous outcomes, with negligible dichotomous outcomes being particularly more fragile. This fragility stems from small sample sizes and limited outcome events. Using these indices, especially when considering patient loss to follow-up, can improve the reliability of findings.</p><p><strong>Level of evidence: </strong>I.</p>","PeriodicalId":51098,"journal":{"name":"Journal of the American Academy of Orthopaedic Surgeons","volume":" ","pages":"e340-e347"},"PeriodicalIF":2.6000,"publicationDate":"2025-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of the American Academy of Orthopaedic Surgeons","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.5435/JAAOS-D-24-00691","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/12/19 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ORTHOPEDICS","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction: Understanding the reliability of outcomes in randomized controlled trials (RCTs) is crucial, as standard metrics, such as P- value do not fully capture result fragility. This led to the adoption of specific indices: the fragility index (FI), which measures the strength of trial through significant results by calculating the minimum number of patient status changes from nonevent to event required to make the results statistically insignificant; reverse fragility index (RFI), used for insignificant results; and continuous fragility index (CFI), which acts similar to FI for significant continuous outcomes. The objective is to assess the robustness of orthopaedics RCTs using these indices across leading orthopaedic journals.

Methods: A systematic review of RCTs published between 2019 and 2023 in the top five general orthopaedic journals, identified through Scientific Journal Rankings, was done. Data extraction focused on FI, RFI, and CFI and related measures for 160 RCTs. The indices were calculated using established methodologies, with sample size adjustments.

Results: 22 RCTs had statistically significant dichotomous primary outcomes and 17 studies had notable dichotomous secondary outcomes. Twenty-nine had negligible (insignificant) dichotomous primary outcomes, and 92 reported notable continuous outcomes. Only one RCT reported a FI in the article. The median FI was 5 with a median sample size of 142 for dichotomous outcomes. The median RFI was 3 with a median sample size of 100 for negligible outcomes, and the median CFI was 13 with a median sample size of 86.5 for continuous outcomes, showing dichotomous outcomes to be more fragile than continuous ones.

Discussion: Continuous outcomes are less fragile than dichotomous outcomes, with negligible dichotomous outcomes being particularly more fragile. This fragility stems from small sample sizes and limited outcome events. Using these indices, especially when considering patient loss to follow-up, can improve the reliability of findings.

Level of evidence: I.

超越通常意义:普通骨科顶级期刊随机对照试验的脆弱性指数。
引言:了解随机对照试验(rct)结果的可靠性是至关重要的,因为标准指标,如p值并不能完全反映结果的脆弱性。这导致采用了特定的指标:脆弱性指数(FI),它通过显著结果来衡量试验的强度,通过计算使结果在统计上不显著所需的从无事件到事件的患者状态变化的最小数量;反向脆弱性指数(RFI),用于不显著的结果;以及连续脆弱性指数(CFI),其作用类似于重要的连续结果。目的是评估骨科随机对照试验的稳健性使用这些指数在主要骨科期刊。方法:系统回顾2019 - 2023年发表在科学期刊排名前五的普通骨科期刊上的随机对照试验。160项随机对照试验的数据提取主要集中在FI、RFI、CFI及相关措施上。这些指数是用既定的方法计算的,并对样本量进行了调整。结果:22项随机对照试验的二项主要结局具有统计学意义,17项研究的二项次要结局具有统计学意义。29例的二分主要结局可以忽略不计,92例报告了显著的连续结局。本文中只有一项随机对照试验报告了FI。二分结果的中位FI为5,中位样本量为142。可忽略结局的中位RFI为3,中位样本量为100;连续结局的中位CFI为13,中位样本量为86.5,表明二分结局比连续结局更脆弱。讨论:连续结果比二分类结果更不脆弱,可忽略的二分类结果尤其脆弱。这种脆弱性源于样本量小和结果事件有限。使用这些指标,特别是考虑到患者随访损失时,可以提高结果的可靠性。证据等级:1。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
6.10
自引率
6.20%
发文量
529
审稿时长
4-8 weeks
期刊介绍: The Journal of the American Academy of Orthopaedic Surgeons was established in the fall of 1993 by the Academy in response to its membership’s demand for a clinical review journal. Two issues were published the first year, followed by six issues yearly from 1994 through 2004. In September 2005, JAAOS began publishing monthly issues. Each issue includes richly illustrated peer-reviewed articles focused on clinical diagnosis and management. Special features in each issue provide commentary on developments in pharmacotherapeutics, materials and techniques, and computer applications.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信