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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...

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Autores principales: Parisien, Robert L., Trofa, David P., O’Connor, Michaela, Knapp, Brock, Curry, Emily J., Tornetta, Paul, Lynch, T. Sean, Li, Xinning
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
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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.
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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
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