ArticleArthroplasty today2021
Fragility Index as a Measure of Randomized Clinical Trial Quality in Adult Reconstruction: A Systematic Review.
Article in Arthroplasty today, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 6 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
14 citing papers in PubMed, 6 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 Continuous Fragility Index of Statistically Significant Findings in Randomized Controlled Trials That Compare Interventions for Anterior Shoulder Instability.The American journal of sports medicine · 2024Pooled it
- The fragility index and reverse fragility index of FDA investigational device exemption trials in spinal fusion surgery: a systematic review.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2024Pooled 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
- The fragility index: how robust are the outcomes of head and neck cancer randomised, controlled trials?The Journal of laryngology and otology · 2024Trial
- Randomized controlled trial outcomes for nonoperative management of lateral epicondylitis of the elbow are statistically fragile: a systematic review.JSES reviews, reports, and techniques · 2025Article
- Recurring low statistical robustness in orthopaedic surgery: A systematic review of 84 fragility index studies.Journal of experimental orthopaedics · 2025Review
- Exploring the statistical fragility of creativity studies using the alternate uses task: A systematic review protocol.PloS one · 2025Article
- 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
- Fragility analysis and systematic review of patellar resurfacing versus non-patellar resurfacing in total knee arthroplasty.Journal of experimental orthopaedics · 2024Article
- Statistical Fragility of Venous Thromboembolism Prophylaxis Following Total Joint Arthroplasty.Arthroplasty today · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe Fragility Index (FI) and Reverse Fragility Index are powerful tools to supplement the
methodsWe performed a systematic review of RCTs in TJA over the last decade. For each study, we calculated the FI (for statistically significant outcomes) or Reverse Fragility Index (for nonstatistically significant outcomes) for all dichotomous, categorical outcomes. We also used the Pearson correlation coefficient to evaluate publication-level variables.
resultsWe included 104 studies with 473 outcomes; 92 were significant, and 381 were nonstatistically significant. The median FI was 6 overall and 4 and 7 for significant and nonsignificant outcomes, respectively. There was a positive correlation between FI and sample size (R = 0.14,
conclusionsThis study is the largest evaluation of FI in orthopedics literature to date. We found a median FI that was comparable to or higher than FIs calculated in other orthopedic subspecialties. Although the mean and median FIs were greater than the 2 recommended by the American Academy of Orthopaedic Surgeons Clinical Practice Guidelines to demonstrate strong evidence, a large percentage of studies have an FI < 2. This suggests that the TJA literature is on par or slightly better than other subspecialties, but improvements must be made. LEVEL OF EVIDENCE: Level I; Systematic Review.
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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.