Literature DB >> 29979332

The Fragility of Statistically Significant Results in Pediatric Orthopaedic Randomized Controlled Trials as Quantified by the Fragility Index: A Systematic Review.

Sariah Khormaee1, Judy Choe2, Joseph J Ruzbarsky1, Kunal N Agarwal1, John S Blanco1, Shevaun M Doyle1, Emily R Dodwell1.   

Abstract

BACKGROUND: The randomized controlled trial (RCT) is the gold standard study design allowing critical comparison of clinical outcomes while minimizing bias. Traditionally clinical trials are evaluated through statistical significance, expressed by P-values and confidence intervals. However, until recently, the robustness of a study's conclusions has been given little attention. A new metric, the fragility index, quantifies the number of patients theoretically required to switch outcomes in order to reverse the study conclusions. The primary aim of our work was to determine the fragility index of RCTs in the pediatric orthopaedic literature. The secondary aim was to determine study factors associated with lower fragility index.
METHODS: Pubmed and Embase were systematically searched for pediatric orthopaedic RCTs published September 1, 2006 to September 1, 2016. Two independent reviewers screened titles, abstracts, and manuscripts to identify studies published in English involving 2 treatment arms. Trials without dichotomous primary or secondary outcomes or with patients >18 years were excluded. Data were extracted from each eligible article in duplicate and the fragility index was determined using Fisher exact test, with previously published methods. Univariate analysis was used to determine factors associated with lower fragility index.
RESULTS: Seventeen trials were eligible for inclusion. The median treatment arm size was 58 and overall sample size was 116 patients. The median fragility index was 3 (range, 0 to 18). A fragility index of 3 means that just 3 patients would need to switch treatment outcomes in order for the trial results to become statistically nonsignificant. In 1 study, the number of patients lost to follow-up exceeded the fragility index, such that the study conclusions could be completely reversed purely depending on the outcomes of the patients lost to follow-up. Lower fragility index was associated with smaller patient sample sizes and greater P-values.
CONCLUSIONS: The fragility index is a useful adjunct metric to the P-value and confidence intervals, allowing analysis of the robustness of study conclusions. RCTs in pediatric orthopaedics often have small sample sizes, many with low fragility indices. Future efforts could focus on encouraging institutional collaboration and patient recruitment with the ultimate goal of improving RCT sample sizes, and potentially improving the robustness of RCT results. LEVEL OF EVIDENCE: Level I.

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Year:  2018        PMID: 29979332     DOI: 10.1097/BPO.0000000000001201

Source DB:  PubMed          Journal:  J Pediatr Orthop        ISSN: 0271-6798            Impact factor:   2.324


  12 in total

1.  The fragility and reverse fragility indices of proximal humerus fracture randomized controlled trials: a systematic review.

Authors:  Peter William Kyriakides; Blake Joseph Schultz; Kenneth Egol; Philipp Leucht
Journal:  Eur J Trauma Emerg Surg       Date:  2021-05-31       Impact factor: 3.693

Review 2.  Statistical Fragility of Single-Row Versus Double-Row Anchoring for Rotator Cuff Repair: A Systematic Review of Comparative Studies.

Authors:  Nathan P Fackler; Cooper B Ehlers; Kylie T Callan; Arya Amirhekmat; Eric J Smith; Robert L Parisien; Dean Wang
Journal:  Orthop J Sports Med       Date:  2022-05-10

3.  The Fragility of Statistical Significance in Cartilage Restoration of the Knee: A Systematic Review of Randomized Controlled Trials.

Authors:  Robert L Parisien; Michael Constant; Bryan M Saltzman; Charles A Popkin; Christopher S Ahmad; Xinning Li; David P Trofa
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Review 4.  The Statistical Fragility of Single-Bundle vs Double-Bundle Autografts for ACL Reconstruction: A Systematic Review of Comparative Studies.

Authors:  Cooper B Ehlers; Andrew J Curley; Nathan P Fackler; Arjun Minhas; Ariel N Rodriguez; Kory Pasko; Edward S Chang
Journal:  Orthop J Sports Med       Date:  2021-12-20

5.  The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review.

Authors:  Robert L Parisien; David P Trofa; Michaela O'Connor; Brock Knapp; Emily J Curry; Paul Tornetta; T Sean Lynch; Xinning Li
Journal:  JB JS Open Access       Date:  2021-10-21

Review 6.  Statistical Fragility of Surgical Clinical Trials in Orthopaedic Trauma.

Authors:  Lynn Ann Forrester; Kyle L McCormick; Lisa Bonsignore-Opp; Liana J Tedesco; Eric S Baranek; Eugene S Jang; Wakenda K Tyler
Journal:  J Am Acad Orthop Surg Glob Res Rev       Date:  2021-11-19

7.  Fragility Index as a Measure of Randomized Clinical Trial Quality in Adult Reconstruction: A Systematic Review.

Authors:  Carl L Herndon; Kyle L McCormick; Anastasia Gazgalis; Elise C Bixby; Matthew M Levitsky; Alexander L Neuwirth
Journal:  Arthroplast Today       Date:  2021-10-11

8.  The Statistical Fragility of Platelet-Rich Plasma as Treatment for Chronic Noninsertional Achilles Tendinopathy: A Systematic Review and Meta-analysis.

Authors:  Amy L Xu; Carlos Ortiz-Babilonia; Arjun Gupta; Davis Rogers; Amiethab A Aiyer; Ettore Vulcano
Journal:  Foot Ankle Orthop       Date:  2022-08-28

9.  Statistical Fragility of Surgical and Procedural Clinical Trials in Orthopaedic Oncology.

Authors:  Lynn Ann Forrester; Eugene Jang; Michelle M Lawson; Ana Capi; Wakenda K Tyler
Journal:  J Am Acad Orthop Surg Glob Res Rev       Date:  2020-06-01

10.  How fragile are Mediterranean diet interventions? A research-on-research study of randomised controlled trials.

Authors:  Meletios P Nigdelis; Xenophon Theodoridis; Maria G Grammatikopoulou; Konstantinos Gkiouras; Antigoni Tranidou; Theodora Papamitsou; Dimitrios P Bogdanos; Dimitrios G Goulis
Journal:  BMJ Nutr Prev Health       Date:  2021-03-09
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