ArticleArthroscopy, sports medicine, and rehabilitation2021
Comparative Studies in the Shoulder Literature Lack Statistical Robustness: A Fragility Analysis.
Article in Arthroscopy, sports medicine, and rehabilitation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 4 of them syntheses that pooled it.
What it found
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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.
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Who cites it
9 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The Statistical Fragility of Marrow Stimulation for Cartilage Defects of the Knee: A Systematic Review of Randomized Controlled Trials.Cartilage · 2024Pooled it
- The reverse fragility index: RCTs reporting non-significant differences in failure rates between hamstring and bone-patellar tendon-bone autografts have fragile results.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2023Pooled 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
- Recurring low statistical robustness in orthopaedic surgery: A systematic review of 84 fragility index studies.Journal of experimental orthopaedics · 2025Review
- Kinematic vs. mechanical alignment in total knee arthroplasty: A statistical analysis of randomized control trials utilizing dichotomous and continuous fragility metrics.Journal of orthopaedics · 2025Review
- The Statistical Fragility of Lateral Extra-articular Tenodesis Research: A Systematic Review.Orthopaedic journal of sports medicine · 2024Article
- The statistical fragility of the management options for reverse shoulder arthroplasty: a systematic review of randomized control trial with fragility analysis.JSES reviews, reports, and techniques · 2023Review
- Fragility Part I: a guide to understanding statistical power.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2022Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeEvidenced-based decision-making is rooted in comparative clinical studies; however, a small number of outcome event reversals have the potential to change study significance. The purpose of this study was to determine the utility of applying fragility analysis to comparative studies in the published orthopaedic shoulder literature.
methodsComparative clinical shoulder research studies reporting 1:1 dichotomous categorical data were analyzed in 6 leading orthopaedic journals between 2006 and 2016. Statistical significance was defined as a
resultsOf the 23,897 studies screened, 3,591 met search criteria, with 198 comparative studies ultimately included for analysis, 67 of which were randomized controlled trials. There were 357 total outcome events with 74 reported as significant and 283 as not significant. The FI was 4 (IQR 2-6) with an associated FQ of 0.066 (interquartile range [IQR] 0.038-0.102). There was no difference in statistical fragility between randomized and nonrandomized trials with both revealing a FI of 4 and FQ of 0.068 (IQR 0.044-0.107) and 0.065 (IQR 0.031-0.101), respectively.
conclusionsThis current analysis reveals that comparative shoulder studies published in six leading orthopaedic journals are at risk of statistical fragility. As such, contemporary clinical shoulder literature may not be as robust as traditionally perceived with the reversal of only a few outcome events required to change study significance. Therefore, we advocate the reporting of both FI and FQ in addition to the CLINICAL RELEVANCE: Comparative study designs are commonly employed in shoulder research. Several studies in both the general medical and orthopaedic literature have identified a lack of statistical robustness through comprehensive fragility analysis. Our findings demonstrate the
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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.