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The Statistical Fragility of Operative vs Nonoperative Management for Achilles Tendon Rupture: A Systematic Review of Comparative Studies
BACKGROUND: The statistical significance of randomized controlled trials (RCTs) and comparative studies is often conveyed utilizing the P value. However, P values are an imperfect measure and may be vulnerable to a small number of outcome reversals to alter statistical significance. The interpretati...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9527367/ https://www.ncbi.nlm.nih.gov/pubmed/36004430 http://dx.doi.org/10.1177/10711007221108078 |
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author | Fackler, Nathan P. Karasavvidis, Theofilos Ehlers, Cooper B. Callan, Kylie T. Lai, Wilson C. Parisien, Robert L. Wang, Dean |
author_facet | Fackler, Nathan P. Karasavvidis, Theofilos Ehlers, Cooper B. Callan, Kylie T. Lai, Wilson C. Parisien, Robert L. Wang, Dean |
author_sort | Fackler, Nathan P. |
collection | PubMed |
description | BACKGROUND: The statistical significance of randomized controlled trials (RCTs) and comparative studies is often conveyed utilizing the P value. However, P values are an imperfect measure and may be vulnerable to a small number of outcome reversals to alter statistical significance. The interpretation of the statistical strength of these studies may be aided by the inclusion of a Fragility Index (FI) and Fragility Quotient (FQ). This study examines the statistical stability of studies comparing operative vs nonoperative management for Achilles tendon rupture. METHODS: A systematic search was performed of 10 orthopaedic journals between 2000 and 2021 for comparative studies focusing on management of Achilles tendon rupture reporting dichotomous outcome measures. FI for each outcome was determined by the number of event reversals necessary to alter significance (P < .05). FQ was calculated by dividing the FI by the respective sample size. Additional subgroup analyses were performed. RESULTS: Of 8020 studies screened, 1062 met initial search criteria with 17 comparative studies ultimately included for analysis, 10 of which were RCTs. A total of 40 outcomes were examined. Overall, the median FI was 2.5 (interquartile range [IQR] 2-4), the mean FI was 2.90 (±1.58), the median FQ was 0.032 (IQR 0.012-0.069), and the mean FQ was 0.049 (±0.062). The FI was less than the number of patients lost to follow-up for 78% of outcomes. CONCLUSION: Studies examining the efficacy of operative vs nonoperative management of Achilles tendon rupture may not be as statistically stable as previously thought. The average number of outcome reversals needed to alter the significance of a given study was 2.90. Future analyses may benefit from the inclusion of a fragility index and a fragility quotient in their statistical analyses. |
format | Online Article Text |
id | pubmed-9527367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-95273672022-10-04 The Statistical Fragility of Operative vs Nonoperative Management for Achilles Tendon Rupture: A Systematic Review of Comparative Studies Fackler, Nathan P. Karasavvidis, Theofilos Ehlers, Cooper B. Callan, Kylie T. Lai, Wilson C. Parisien, Robert L. Wang, Dean Foot Ankle Int Articles BACKGROUND: The statistical significance of randomized controlled trials (RCTs) and comparative studies is often conveyed utilizing the P value. However, P values are an imperfect measure and may be vulnerable to a small number of outcome reversals to alter statistical significance. The interpretation of the statistical strength of these studies may be aided by the inclusion of a Fragility Index (FI) and Fragility Quotient (FQ). This study examines the statistical stability of studies comparing operative vs nonoperative management for Achilles tendon rupture. METHODS: A systematic search was performed of 10 orthopaedic journals between 2000 and 2021 for comparative studies focusing on management of Achilles tendon rupture reporting dichotomous outcome measures. FI for each outcome was determined by the number of event reversals necessary to alter significance (P < .05). FQ was calculated by dividing the FI by the respective sample size. Additional subgroup analyses were performed. RESULTS: Of 8020 studies screened, 1062 met initial search criteria with 17 comparative studies ultimately included for analysis, 10 of which were RCTs. A total of 40 outcomes were examined. Overall, the median FI was 2.5 (interquartile range [IQR] 2-4), the mean FI was 2.90 (±1.58), the median FQ was 0.032 (IQR 0.012-0.069), and the mean FQ was 0.049 (±0.062). The FI was less than the number of patients lost to follow-up for 78% of outcomes. CONCLUSION: Studies examining the efficacy of operative vs nonoperative management of Achilles tendon rupture may not be as statistically stable as previously thought. The average number of outcome reversals needed to alter the significance of a given study was 2.90. Future analyses may benefit from the inclusion of a fragility index and a fragility quotient in their statistical analyses. SAGE Publications 2022-08-24 2022-10 /pmc/articles/PMC9527367/ /pubmed/36004430 http://dx.doi.org/10.1177/10711007221108078 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Articles Fackler, Nathan P. Karasavvidis, Theofilos Ehlers, Cooper B. Callan, Kylie T. Lai, Wilson C. Parisien, Robert L. Wang, Dean The Statistical Fragility of Operative vs Nonoperative Management for Achilles Tendon Rupture: A Systematic Review of Comparative Studies |
title | The Statistical Fragility of Operative vs Nonoperative Management for
Achilles Tendon Rupture: A Systematic Review of Comparative
Studies |
title_full | The Statistical Fragility of Operative vs Nonoperative Management for
Achilles Tendon Rupture: A Systematic Review of Comparative
Studies |
title_fullStr | The Statistical Fragility of Operative vs Nonoperative Management for
Achilles Tendon Rupture: A Systematic Review of Comparative
Studies |
title_full_unstemmed | The Statistical Fragility of Operative vs Nonoperative Management for
Achilles Tendon Rupture: A Systematic Review of Comparative
Studies |
title_short | The Statistical Fragility of Operative vs Nonoperative Management for
Achilles Tendon Rupture: A Systematic Review of Comparative
Studies |
title_sort | statistical fragility of operative vs nonoperative management for
achilles tendon rupture: a systematic review of comparative
studies |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9527367/ https://www.ncbi.nlm.nih.gov/pubmed/36004430 http://dx.doi.org/10.1177/10711007221108078 |
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