ReviewJournal of the American Academy of Orthopaedic Surgeons. Global research & reviews2021
Statistical Fragility of Surgical Clinical Trials in Orthopaedic Trauma.
Review in Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
20 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- The Statistical Fragility of Saline Nasal Irrigation for Rhinosinusitis: A Systematic Review.The Laryngoscope · 2026Pooled it
- High continuous fragility index values for randomised controlled trials investigating medial patellofemoral ligament reconstruction for patellar instability: A systematic review.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2026Pooled it
- The Statistical Fragility of Functional Outcomes for Arthroscopic Rotator Cuff Repair With and Without Acromioplasty: A Systematic Review and Meta-analysis.The American journal of sports medicine · 2025Pooled it
- Predictors of Increased Fragility Index Scores in Surgical Randomized Controlled Trials: An Umbrella Review.World journal of surgery · 2023Pooled it
- The Statistical Fragility of Operative vs Nonoperative Management for Achilles Tendon Rupture: A Systematic Review of Comparative Studies.Foot & ankle international · 2022Pooled it
- Biodegradable Magnesium-Based Implants in Sports Orthopedic Surgery: Advances in Alloy Design, Surface Engineering, and Translational Evidence.Bioengineering (Basel, Switzerland) · 2026Review
- Assessing the statistical fragility of randomized controlled trials in hip and knee arthroplasty: A methodological review.Journal of orthopaedics · 2025Review
- Recurring low statistical robustness in orthopaedic surgery: A systematic review of 84 fragility index studies.Journal of experimental orthopaedics · 2025Review
- Evaluating the Statistical Fragility of Comparative Studies on Autografts for Pediatric ACL Reconstruction.Orthopaedic journal of sports medicine · 2025Article
- Aspirin in prevention of venous thromboembolism following hip fracture surgery: A systematic review and meta-analysis.Journal of orthopaedics · 2024Review
- The Fragility of Statistical Significance in the Use of Aspirin in Prevention of Venous Thromboembolism Events Following Total Joint Arthroplasty: Systematic Review and Meta-Analysis of Randomized Controlled Trials.Journal of clinical medicine · 2024Review
- The Fragility of Statistically Significant Binary Outcomes for Treating Achilles Tendinopathy: A Systematic Review of Randomized Trials.Foot & ankle orthopaedics · 2024Article
- The Statistical Fragility of Lateral Extra-articular Tenodesis Research: A Systematic Review.Orthopaedic journal of sports medicine · 2024Article
- Are orthopaedic randomized controlled trials as statistically fragile as portrayed? A call for improved interpretation of the statistical fragility index.Journal of experimental orthopaedics · 2024Article
- Statistical Fragility of Randomized Controlled Trials Evaluating Rehabilitation After Arthroscopic Rotator Cuff Repair.Orthopaedic journal of sports medicine · 2023Review
- Fragility of statistically significant findings from randomized trials in comparing laparoscopic versus robotic abdominopelvic surgeries.Surgical endoscopy · 2023Review
- Assessment of 30 Years of Randomized Controlled Trials inOrthopaedic journal of sports medicine · 2023Review
- The Statistical Fragility of Platelet-Rich Plasma as Treatment for Plantar Fasciitis: A Systematic Review and Simulated Fragility Analysis.Foot & ankle orthopaedics · 2022Article
- The Statistical Fragility of Platelet-Rich Plasma as Treatment for Chronic Noninsertional Achilles Tendinopathy: A Systematic Review and Meta-analysis.Foot & ankle orthopaedics · 2022Article
- Paediatric surgical trials, their fragility index, and why to avoid using it to evaluate results.Pediatric surgery international · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionThe Fragility Index (FI) and the Fragility Quotient (FQ) are powerful statistical tools that can aid clinicians in assessing clinical trial results. The purpose of this study was to use the FI and FQ to evaluate the statistical robustness of widely cited surgical clinical trials in orthopaedic trauma.
methodsWe performed a PubMed search for orthopaedic trauma clinical trials in high-impact orthopaedics-focused journals and calculated the FI and FQ for all identified dichotomous, categorical outcomes.
resultsWe identified 128 studies with 545 outcomes. The median FI was 5, and the median FQ was 0.0482. For statistically significant and not statistically significant outcomes, the median FIs were 3 and 5, and the mean FQs were 0.0323 and 0.0526, respectively. The FI was greater than the number of patients lost to follow-up in most outcomes.
conclusionsThe orthopaedic trauma literature is of equal or higher quality than research in other orthopaedic subspecialties, suggesting that other orthopaedic subspecialties may benefit from modeling their clinical trials after those in orthopaedic trauma.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.