ArticleJournal of the American Academy of Orthopaedic Surgeons. Global research & reviews2020
Statistical Fragility of Surgical and Procedural Clinical Trials in Orthopaedic Oncology.
Article in Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 10 of them syntheses that pooled it.
What it found
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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
19 citing papers in PubMed, 10 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 fragility of statistical findings in the intertrochanteric fracture fixation literature: a systematic review of randomized controlled trials.Archives of orthopaedic and trauma surgery · 2025Pooled it
- Statistical fragility of outcomes in acellular dermal matrix literature: A systematic review of randomized controlled trials.Journal of plastic, reconstructive & aesthetic surgery : JPRAS · 2024Pooled it
- The statistical fragility of intramedullary reaming in tibial nail fixation: a systematic review.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2023Pooled it
- Predictors of Increased Fragility Index Scores in Surgical Randomized Controlled Trials: An Umbrella Review.World journal of surgery · 2023Pooled it
- The fragility and reverse fragility indices of proximal humerus fracture randomized controlled trials: a systematic review.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2022Pooled it
- The Statistical Fragility of Operative vs Nonoperative Management for Achilles Tendon Rupture: A Systematic Review of Comparative Studies.Foot & ankle international · 2022Pooled it
- The Fragility of Statistical Significance in Cartilage Restoration of the Knee: A Systematic Review of Randomized Controlled Trials.Cartilage · 2021Pooled it
- The Fragility of Statistical Findings in Achilles Tendon Injury Research: A Systematic Review.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2021Pooled it
- 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
- Aspirin in prevention of venous thromboembolism following hip fracture surgery: A systematic review and meta-analysis.Journal of orthopaedics · 2024Review
- The Statistical Fragility of Lateral Extra-articular Tenodesis Research: A Systematic Review.Orthopaedic journal of sports medicine · 2024Article
- Statistical Fragility of Randomized Controlled Trials Evaluating Platelet-Rich Plasma Use for Knee Osteoarthritis: A Systematic Review.Orthopaedic 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
- IAP antagonist GDC-0917 is more potent than Debio1143 in promoting cell death, c-IAP1 degradation and tumor growth inhibition.Cell death & disease · 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
- The Fragility of Significance in the Hip Arthroscopy Literature: A Systematic Review.JB & JS open accessArticle
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The fragility index (FI) is a powerful tool that can be used to assess the statistical strength of a study outcome. This metric is defined as the number of patients who would need to have an alternative outcome to convert a clinical trial result from statistically significant to not statistically significant, or vice versa. No studies to date have used the FI to evaluate surgical and procedural clinical trials in the orthopaedic oncology literature. The primary purpose of this study was to use the FI to evaluate the statistical strength of widely cited surgical and procedural clinical trials in orthopaedic oncology. Methods: We performed a PubMed search for orthopaedic oncology clinical trials in high impact orthopaedics-focused, oncology-focused, and general medicine journals. For each study included in this analysis, we calculated the FI for all identified dichotomous, categorical outcomes. Results: We identified 23 studies with 48 outcomes. Twelve of these outcomes were statistically significant, with a median FI of two. Nine studies addressed the number of patients lost to follow up, and the FI was less than the number of patients lost to follow up for most outcomes (60%) in these studies. Conclusions: The orthopaedic oncology literature has substantial statistical fragility, likely explained by a high number of patients lost to follow up and small sample sizes. More multicenter, cooperative studies are necessary to increases the robustness of clinical research in orthopaedic oncology.
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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.