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The Fragility Index in Multicenter Randomized Controlled Critical Care Trials
Elliott E Ridgeon1, Paul J Young, Rinaldo Bellomo
11Intensive Care Unit, Wellington Regional Hospital, Wellington, New Zealand. 2Medical Research Institute of New Zealand, Wellington, New Zealand. 3Department of Intensive Care, Austin Hospital, Faculty of Medicine, the University of Melbourne and Australian and New Zealand Intensive Care Research Centre, Monash University School of Public Health and Preventive Medicine, Melbourne, VIC, Australia. 4Department of Anesthesia and Intensive Care, IRCCS San Raffaele Scientific Institute, Milan, Italy. 5Vita-Salute San Raffaele University, Milan, Italy.
Critical care trials often have results that depend on few events, as shown by a low fragility index. Clinicians should carefully consider trial fragility index for mortality outcomes.
Area of Science:
- Critical care medicine
- Clinical trial methodology
- Biostatistics
Background:
- Frequentist analysis and p-values may be insufficient for reporting clinical trial outcomes.
- The fragility index offers a measure of statistical significance sensitivity.
Purpose of the Study:
- To calculate the fragility index for critical care trials reporting statistically significant mortality effects.
- To assess the relationship between trial characteristics and fragility index.
Main Methods:
- Literature search of PubMed/MEDLINE for multicenter randomized controlled trials in critical care.
- Identified 56 eligible trials from 862 initially found.
- Calculated fragility index and analyzed correlations with sample size and p-value.
Main Results:
- Median fragility index was 2 (IQR, 1-3.5); over 40% of trials had an index ≤1.
- 12.5% of trials had loss to follow-up exceeding their fragility index.
- Larger sample size correlated positively, while p-value correlated negatively, with fragility index.
Conclusions:
- Critical care trial findings on mortality frequently hinge on a small number of events.
- Clinicians should exercise caution with trials exhibiting a low fragility index.
- Reporting fragility index in future critical care trials is recommended for enhanced interpretation and decision-making.
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