The Fragility Index in a Cohort of Pediatric Randomized Controlled Trials

Data suggest inadequacy of common statistical techniques for reporting outcomes in clinical trials. The Fragility Index can measure how many events the statistical significance hinges on, and may facilitate better interpretation of trial results. This study aimed to assess the Fragility Index in ped...

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Main Authors: Travis J. Matics, Nadia Khan, Priti Jani, Jason M. Kane
Format: Article
Language:English
Published: MDPI AG 2017-08-01
Series:Journal of Clinical Medicine
Subjects:
Online Access:https://www.mdpi.com/2077-0383/6/8/79
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spelling doaj-2ffd943e905e44a3b76ba7abd5b0b3f82020-11-25T02:28:58ZengMDPI AGJournal of Clinical Medicine2077-03832017-08-01687910.3390/jcm6080079jcm6080079The Fragility Index in a Cohort of Pediatric Randomized Controlled TrialsTravis J. Matics0Nadia Khan1Priti Jani2Jason M. Kane3Department of Pediatrics, Section of Critical Care Medicine, The University of Chicago Medicine, Chicago, IL 60637, USADepartment of Pediatrics, Section of Critical Care Medicine, The University of Chicago Medicine, Chicago, IL 60637, USADepartment of Pediatrics, Section of Critical Care Medicine, The University of Chicago Medicine, Chicago, IL 60637, USADepartment of Pediatrics, Section of Critical Care Medicine, The University of Chicago Medicine, Chicago, IL 60637, USAData suggest inadequacy of common statistical techniques for reporting outcomes in clinical trials. The Fragility Index can measure how many events the statistical significance hinges on, and may facilitate better interpretation of trial results. This study aimed to assess the Fragility Index in pediatric randomized controlled trials (RCTs) with statistically significant findings published in high-quality medical journals. A Fragility Index was calculated on included trials with dichotomous positive outcomes. Analysis of the relationship between trial characteristics and the Fragility Index was performed. Of the 429 abstracts screened, 17 met the inclusion criteria and underwent analysis. The median Fragility Index was 7 with an interquartile range of 2–11. In 41% of the studies, the number of patients lost to follow-up or withdrawn prior to analysis was equal to or greater than the Fragility Index. There was no correlation between the RCT sample size and the Fragility Index (r = 0.249, p = 0.335) nor the event group size and the Fragility Index (r = 0.250, p = 0.334). There was a strong negative correlation between the original p-value and the Fragility Index (r = −0.700, p = 0.002). The Fragility Index is a calculated metric that may assist in applying clinical relevance to statistically significant outcomes in pediatric randomized controlled trials with dichotomous outcomes.https://www.mdpi.com/2077-0383/6/8/79randomized controlled trialsresearch methodologystatisticspediatricsclinical trials
collection DOAJ
language English
format Article
sources DOAJ
author Travis J. Matics
Nadia Khan
Priti Jani
Jason M. Kane
spellingShingle Travis J. Matics
Nadia Khan
Priti Jani
Jason M. Kane
The Fragility Index in a Cohort of Pediatric Randomized Controlled Trials
Journal of Clinical Medicine
randomized controlled trials
research methodology
statistics
pediatrics
clinical trials
author_facet Travis J. Matics
Nadia Khan
Priti Jani
Jason M. Kane
author_sort Travis J. Matics
title The Fragility Index in a Cohort of Pediatric Randomized Controlled Trials
title_short The Fragility Index in a Cohort of Pediatric Randomized Controlled Trials
title_full The Fragility Index in a Cohort of Pediatric Randomized Controlled Trials
title_fullStr The Fragility Index in a Cohort of Pediatric Randomized Controlled Trials
title_full_unstemmed The Fragility Index in a Cohort of Pediatric Randomized Controlled Trials
title_sort fragility index in a cohort of pediatric randomized controlled trials
publisher MDPI AG
series Journal of Clinical Medicine
issn 2077-0383
publishDate 2017-08-01
description Data suggest inadequacy of common statistical techniques for reporting outcomes in clinical trials. The Fragility Index can measure how many events the statistical significance hinges on, and may facilitate better interpretation of trial results. This study aimed to assess the Fragility Index in pediatric randomized controlled trials (RCTs) with statistically significant findings published in high-quality medical journals. A Fragility Index was calculated on included trials with dichotomous positive outcomes. Analysis of the relationship between trial characteristics and the Fragility Index was performed. Of the 429 abstracts screened, 17 met the inclusion criteria and underwent analysis. The median Fragility Index was 7 with an interquartile range of 2–11. In 41% of the studies, the number of patients lost to follow-up or withdrawn prior to analysis was equal to or greater than the Fragility Index. There was no correlation between the RCT sample size and the Fragility Index (r = 0.249, p = 0.335) nor the event group size and the Fragility Index (r = 0.250, p = 0.334). There was a strong negative correlation between the original p-value and the Fragility Index (r = −0.700, p = 0.002). The Fragility Index is a calculated metric that may assist in applying clinical relevance to statistically significant outcomes in pediatric randomized controlled trials with dichotomous outcomes.
topic randomized controlled trials
research methodology
statistics
pediatrics
clinical trials
url https://www.mdpi.com/2077-0383/6/8/79
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