Cargando…
The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review
The purpose of the present study was to perform the first examination of the utility of p values and the degree of statistical fragility in the hip arthroscopy literature by applying both the Fragility Index (FI) and the Fragility Quotient (FQ) to dichotomous comparative trials. We hypothesized that...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Journal of Bone and Joint Surgery, Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8542173/ https://www.ncbi.nlm.nih.gov/pubmed/34703967 http://dx.doi.org/10.2106/JBJS.OA.21.00035 |
_version_ | 1784589386806984704 |
---|---|
author | Parisien, Robert L. Trofa, David P. O’Connor, Michaela Knapp, Brock Curry, Emily J. Tornetta, Paul Lynch, T. Sean Li, Xinning |
author_facet | Parisien, Robert L. Trofa, David P. O’Connor, Michaela Knapp, Brock Curry, Emily J. Tornetta, Paul Lynch, T. Sean Li, Xinning |
author_sort | Parisien, Robert L. |
collection | PubMed |
description | The purpose of the present study was to perform the first examination of the utility of p values and the degree of statistical fragility in the hip arthroscopy literature by applying both the Fragility Index (FI) and the Fragility Quotient (FQ) to dichotomous comparative trials. We hypothesized that dichotomous comparative trials evaluating categorical outcomes in the hip arthroscopy literature are statistically fragile. METHODS: The PubMed and MEDLINE databases were queried from 2008-2018 for comparative studies evaluating dichotomous data in the hip arthroscopy literature. The present analysis included both randomized controlled trials (RCTs) and non-RCTs in which dichotomous data and associated p values were reported. Fragility analysis was performed with use of the Fisher exact test until an alteration of significance was determined. RESULTS: Of the 5,836 studies screened, 4,156 met the search criteria, with 52 comparative studies included for analysis. One hundred and fifty total outcome events with 33 significant (p < 0.05) outcomes and 117 nonsignificant (p ≥ 0.05) outcomes were identified. The final FI incorporating all 150 outcome events from 52 comparative studies was only 3.5 (interquartile range, 2 to 6), with an associated FQ of 0.032 (interquartile range, 0.017 to 0.063). Twenty-two studies (42.3%) either failed to report loss to follow-up (LTF) data or reported LTF greater than the overall FI of 3.5. CONCLUSIONS: The peer-reviewed hip arthroscopy literature may not be as stable as previously thought, as the sole reliance on a threshold p value has proven misleading. We therefore recommend reporting of the FI and FQ, in conjunction with p values, to aid in the evaluation and interpretation of statistical robustness and quantitative significance in future comparative hip arthroscopy studies. |
format | Online Article Text |
id | pubmed-8542173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Journal of Bone and Joint Surgery, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85421732021-10-25 The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review Parisien, Robert L. Trofa, David P. O’Connor, Michaela Knapp, Brock Curry, Emily J. Tornetta, Paul Lynch, T. Sean Li, Xinning JB JS Open Access Scientific Articles The purpose of the present study was to perform the first examination of the utility of p values and the degree of statistical fragility in the hip arthroscopy literature by applying both the Fragility Index (FI) and the Fragility Quotient (FQ) to dichotomous comparative trials. We hypothesized that dichotomous comparative trials evaluating categorical outcomes in the hip arthroscopy literature are statistically fragile. METHODS: The PubMed and MEDLINE databases were queried from 2008-2018 for comparative studies evaluating dichotomous data in the hip arthroscopy literature. The present analysis included both randomized controlled trials (RCTs) and non-RCTs in which dichotomous data and associated p values were reported. Fragility analysis was performed with use of the Fisher exact test until an alteration of significance was determined. RESULTS: Of the 5,836 studies screened, 4,156 met the search criteria, with 52 comparative studies included for analysis. One hundred and fifty total outcome events with 33 significant (p < 0.05) outcomes and 117 nonsignificant (p ≥ 0.05) outcomes were identified. The final FI incorporating all 150 outcome events from 52 comparative studies was only 3.5 (interquartile range, 2 to 6), with an associated FQ of 0.032 (interquartile range, 0.017 to 0.063). Twenty-two studies (42.3%) either failed to report loss to follow-up (LTF) data or reported LTF greater than the overall FI of 3.5. CONCLUSIONS: The peer-reviewed hip arthroscopy literature may not be as stable as previously thought, as the sole reliance on a threshold p value has proven misleading. We therefore recommend reporting of the FI and FQ, in conjunction with p values, to aid in the evaluation and interpretation of statistical robustness and quantitative significance in future comparative hip arthroscopy studies. Journal of Bone and Joint Surgery, Inc. 2021-10-21 /pmc/articles/PMC8542173/ /pubmed/34703967 http://dx.doi.org/10.2106/JBJS.OA.21.00035 Text en Copyright © 2021 The Authors. Published by The Journal of Bone and Joint Surgery, Incorporated. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
spellingShingle | Scientific Articles Parisien, Robert L. Trofa, David P. O’Connor, Michaela Knapp, Brock Curry, Emily J. Tornetta, Paul Lynch, T. Sean Li, Xinning The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review |
title | The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review |
title_full | The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review |
title_fullStr | The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review |
title_full_unstemmed | The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review |
title_short | The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review |
title_sort | fragility of significance in the hip arthroscopy literature: a systematic review |
topic | Scientific Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8542173/ https://www.ncbi.nlm.nih.gov/pubmed/34703967 http://dx.doi.org/10.2106/JBJS.OA.21.00035 |
work_keys_str_mv | AT parisienrobertl thefragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT trofadavidp thefragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT oconnormichaela thefragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT knappbrock thefragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT curryemilyj thefragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT tornettapaul thefragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT lynchtsean thefragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT lixinning thefragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT parisienrobertl fragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT trofadavidp fragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT oconnormichaela fragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT knappbrock fragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT curryemilyj fragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT tornettapaul fragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT lynchtsean fragilityofsignificanceinthehiparthroscopyliteratureasystematicreview AT lixinning fragilityofsignificanceinthehiparthroscopyliteratureasystematicreview |