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The Fragility Index in Multicenter Randomized Controlled Critical Care Trials.
- Source :
-
Critical care medicine [Crit Care Med] 2016 Jul; Vol. 44 (7), pp. 1278-84. - Publication Year :
- 2016
-
Abstract
- Objectives: Recent literature has drawn attention to the potential inadequacy of frequentist analysis and threshold p values as tools for reporting outcomes in clinical trials. The fragility index, which is a measure of how many events the statistical significance of a result depends on, has been suggested as a means to aid the interpretation of trial results. This study aimed to calculate the fragility index of clinical trials in critical care medicine reporting a statistically significant effect on mortality (increasing or decreasing mortality).<br />Data Sources: Literature search (PubMed/MEDLINE) to identify all multicenter randomized controlled trials in critical care medicine.<br />Study Selection: We identified 862 trials; of which 56 fulfilled eligibility criteria and were included in our analysis.<br />Data Extraction: Calculation of fragility index for trials reporting a statistically significant effect on mortality, and analysis of the relationship between trial characteristics and fragility index.<br />Data Synthesis: The median fragility index was 2 (interquartile range, 1-3.5), and greater than 40% of trials had a fragility index of less than or equal to 1. 12.5% of trials reported loss to follow-up greater than their fragility index. Trial sample size was positively correlated, and reported p value was negatively correlated, with fragility index.<br />Conclusions: In critical care trials reporting statistically significant effects on mortality, the findings often depend on a small number of events. Critical care clinicians should be wary of basing decisions on trials with a low fragility index. We advocate the reporting of fragility index for future trials in critical care to aid interpretation and decision making by clinicians.
Details
- Language :
- English
- ISSN :
- 1530-0293
- Volume :
- 44
- Issue :
- 7
- Database :
- MEDLINE
- Journal :
- Critical care medicine
- Publication Type :
- Academic Journal
- Accession number :
- 26963326
- Full Text :
- https://doi.org/10.1097/CCM.0000000000001670