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The Fragility Index of Randomized Controlled Trials for Preterm Neonates

BACKGROUND: As a metric to determine the robustness of trial results, the fragility index (FI) is the number indicating how many patients would be required to reverse the significant results. This study aimed to calculate the FI in randomized controlled trials (RCTs) involving premature. METHODS: Tr...

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Autores principales: Li, Huiyi, Liang, Zhenyu, Meng, Qiong, Huang, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9124941/
https://www.ncbi.nlm.nih.gov/pubmed/35615631
http://dx.doi.org/10.3389/fped.2022.876366
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author Li, Huiyi
Liang, Zhenyu
Meng, Qiong
Huang, Xin
author_facet Li, Huiyi
Liang, Zhenyu
Meng, Qiong
Huang, Xin
author_sort Li, Huiyi
collection PubMed
description BACKGROUND: As a metric to determine the robustness of trial results, the fragility index (FI) is the number indicating how many patients would be required to reverse the significant results. This study aimed to calculate the FI in randomized controlled trials (RCTs) involving premature. METHODS: Trials were included if they had a 1:1 study design, reported statistically significant dichotomous outcomes, and had an explicitly stated sample size or power calculation. The FI was calculated for binary outcomes using Fisher’s exact test, and the FIs of subgroups were compared. Spearman’s correlation was applied to determine correlations between the FI and study characteristics. RESULTS: Finally, 66 RCTs were included in the analyses. The median FI for these trials was 3.00 (interquartile range [IQR]: 1.00–5.00), with a median fragility quotient of 0.014 (IQR: 0.008–0.028). FI was ≤ 3 in 42 of these 66 RCTs (63.6%), and in 42.4% (28/66) of the studies, the number of patients lost to follow-up was greater than that of the FI. Significant differences were found in the FI among journals (p = 0.011). We observed that FI was associated with the sample size, total number of events, and reported p-values (r(s) = 0.437, 0.495, and −0.857, respectively; all p < 0.001). CONCLUSION: For RCTs in the premature population, a median of only three events was needed to change from a “non-event” to “event” to render a significant result non-significant, indicating that the significance may hinge on a small number of events.
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spelling pubmed-91249412022-05-24 The Fragility Index of Randomized Controlled Trials for Preterm Neonates Li, Huiyi Liang, Zhenyu Meng, Qiong Huang, Xin Front Pediatr Pediatrics BACKGROUND: As a metric to determine the robustness of trial results, the fragility index (FI) is the number indicating how many patients would be required to reverse the significant results. This study aimed to calculate the FI in randomized controlled trials (RCTs) involving premature. METHODS: Trials were included if they had a 1:1 study design, reported statistically significant dichotomous outcomes, and had an explicitly stated sample size or power calculation. The FI was calculated for binary outcomes using Fisher’s exact test, and the FIs of subgroups were compared. Spearman’s correlation was applied to determine correlations between the FI and study characteristics. RESULTS: Finally, 66 RCTs were included in the analyses. The median FI for these trials was 3.00 (interquartile range [IQR]: 1.00–5.00), with a median fragility quotient of 0.014 (IQR: 0.008–0.028). FI was ≤ 3 in 42 of these 66 RCTs (63.6%), and in 42.4% (28/66) of the studies, the number of patients lost to follow-up was greater than that of the FI. Significant differences were found in the FI among journals (p = 0.011). We observed that FI was associated with the sample size, total number of events, and reported p-values (r(s) = 0.437, 0.495, and −0.857, respectively; all p < 0.001). CONCLUSION: For RCTs in the premature population, a median of only three events was needed to change from a “non-event” to “event” to render a significant result non-significant, indicating that the significance may hinge on a small number of events. Frontiers Media S.A. 2022-05-09 /pmc/articles/PMC9124941/ /pubmed/35615631 http://dx.doi.org/10.3389/fped.2022.876366 Text en Copyright © 2022 Li, Liang, Meng and Huang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Pediatrics
Li, Huiyi
Liang, Zhenyu
Meng, Qiong
Huang, Xin
The Fragility Index of Randomized Controlled Trials for Preterm Neonates
title The Fragility Index of Randomized Controlled Trials for Preterm Neonates
title_full The Fragility Index of Randomized Controlled Trials for Preterm Neonates
title_fullStr The Fragility Index of Randomized Controlled Trials for Preterm Neonates
title_full_unstemmed The Fragility Index of Randomized Controlled Trials for Preterm Neonates
title_short The Fragility Index of Randomized Controlled Trials for Preterm Neonates
title_sort fragility index of randomized controlled trials for preterm neonates
topic Pediatrics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9124941/
https://www.ncbi.nlm.nih.gov/pubmed/35615631
http://dx.doi.org/10.3389/fped.2022.876366
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