Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1784711837348003840 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9124941 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lihuiyi thefragilityindexofrandomizedcontrolledtrialsforpretermneonates AT liangzhenyu thefragilityindexofrandomizedcontrolledtrialsforpretermneonates AT mengqiong thefragilityindexofrandomizedcontrolledtrialsforpretermneonates AT huangxin thefragilityindexofrandomizedcontrolledtrialsforpretermneonates AT lihuiyi fragilityindexofrandomizedcontrolledtrialsforpretermneonates AT liangzhenyu fragilityindexofrandomizedcontrolledtrialsforpretermneonates AT mengqiong fragilityindexofrandomizedcontrolledtrialsforpretermneonates AT huangxin fragilityindexofrandomizedcontrolledtrialsforpretermneonates |