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Fragility of Results in Ophthalmology Randomized Controlled Trials
- Source :
- Publons
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- Purpose Evidence-based medicine is guided by our interpretation of randomized controlled trials (RCTs) that address important clinical questions. Evaluation of the robustness of statistically significant outcomes adds a crucial element to the global assessment of trial findings. The purpose of this systematic review was to determine the robustness of ophthalmology RCTs through application of the Fragility Index (FI), a novel metric of the robustness of statistically significant outcomes. Design Systematic review. Methods A literature search (MEDLINE) was performed for all RCTs published in top ophthalmology journals and ophthalmology-related RCTs published in high-impact journals in the past 10 years. Two reviewers independently screened 1811 identified articles for inclusion if they (1) were a human ophthalmology-related trial, (2) had a 1:1 prospective study design, and (3) reported a statistically significant dichotomous outcome in the abstract. All relevant data, including outcome, P value, number of patients in each group, number of events in each group, number of patients lost to follow-up, and trial characteristics, were extracted. The FI of each RCT was calculated and multivariate regression applied to determine predictive factors. Results The 156 trials had a median sample size of 91.5 (range, 13–2593) patients/eyes, and a median of 28 (range, 4–2217) events. The median FI of the included trials was 2 (range, 0–48), meaning that if 2 non-events were switched to events in the treatment group, the result would lose its statistical significance. A quarter of all trials had an FI of 1 or less, and 75% of trials had an FI of 6 or less. The FI was less than the number of missing data points in 52.6% of trials. Predictive factors for FI by multivariate regression included smaller P value ( P P = 0.001), larger number of events ( P = 0.011), and journal impact factor ( P = 0.029). Conclusions In ophthalmology trials, statistically significant dichotomous results are often fragile, meaning that a difference of only a couple of events can change the statistical significance. An application of the FI in RCTs may aid in the interpretation of results and assessment of quality of evidence.
- Subjects :
- Research design
medicine.medical_specialty
business.industry
MEDLINE
Missing data
law.invention
03 medical and health sciences
Ophthalmology
0302 clinical medicine
Randomized controlled trial
Sample size determination
Interquartile range
law
Statistical significance
Medicine
030212 general & internal medicine
business
Prospective cohort study
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 01616420
- Volume :
- 125
- Database :
- OpenAIRE
- Journal :
- Ophthalmology
- Accession number :
- edsair.doi.dedup.....32063437d72f3c770cad2342eb661642
- Full Text :
- https://doi.org/10.1016/j.ophtha.2017.11.015