The Fragility Index in Multicenter Randomized Controlled Critical Care Trials*. Issue 7 (July 2016)
- Record Type:
- Journal Article
- Title:
- The Fragility Index in Multicenter Randomized Controlled Critical Care Trials*. Issue 7 (July 2016)
- Main Title:
- The Fragility Index in Multicenter Randomized Controlled Critical Care Trials*
- Authors:
- Ridgeon, Elliott E.
Young, Paul J.
Bellomo, Rinaldo
Mucchetti, Marta
Lembo, Rosalba
Landoni, Giovanni - Abstract:
- 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). Data Sources: Literature search (PubMed/MEDLINE) to identify all multicenter randomized controlled trials in critical care medicine. Study Selection: We identified 862 trials; of which 56 fulfilled eligibility criteria and were included in our analysis. 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. 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. Conclusions: In critical care trials reporting statistically significant effects on mortality, the findings often depend onAbstract : 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). Data Sources: Literature search (PubMed/MEDLINE) to identify all multicenter randomized controlled trials in critical care medicine. Study Selection: We identified 862 trials; of which 56 fulfilled eligibility criteria and were included in our analysis. 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. 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. 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. Abstract : Supplemental Digital Content is available in the text. … (more)
- Is Part Of:
- Critical care medicine. Volume 44:Issue 7(2016)
- Journal:
- Critical care medicine
- Issue:
- Volume 44:Issue 7(2016)
- Issue Display:
- Volume 44, Issue 7 (2016)
- Year:
- 2016
- Volume:
- 44
- Issue:
- 7
- Issue Sort Value:
- 2016-0044-0007-0000
- Page Start:
- Page End:
- Publication Date:
- 2016-07
- Subjects:
- critical care -- intensive care -- lost to follow-up -- mortality -- randomized controlled trials -- research methodology
Critical care medicine -- Periodicals
Soins intensifs -- Périodiques
616.028 - Journal URLs:
- http://journals.lww.com/ccmjournal/Pages/default.aspx ↗
http://journals.lww.com ↗ - DOI:
- 10.1097/CCM.0000000000001670 ↗
- Languages:
- English
- ISSNs:
- 0090-3493
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3487.451000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 968.xml