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Intracluster correlation coefficient in multicenter childhood trauma studies.
Bahman Roudsari1, Raymond Fowler, Avery Nathens
1University of Texas School of Public Health, Dallas Regional Campus, Dallas, Texas 75390-9128, USA. bahman.roudsari@utsouthwestern.edu
Intracluster correlation coefficients (ICCs) were calculated for childhood trauma outcomes. These ICCs are crucial for accurately powering future cluster randomized trials in pediatric trauma research.
Area of Science:
- Trauma research
- Pediatric critical care
- Biostatistics
Background:
- Multicenter childhood injury studies require accurate statistical power calculations.
- Intracluster correlation coefficients (ICCs) are essential for cluster randomized trials but vary by outcome and population.
- Previous ICC values for pediatric trauma outcomes were not well-established.
Purpose of the Study:
- To calculate the intracluster correlation coefficient (ICC) for emergency department (ED) shock rate, early trauma death, and in-hospital trauma death rate in multicenter childhood injuries.
- To provide data for sample size calculations in pediatric trauma research.
Main Methods:
- Utilized the National Trauma Data Bank (5th revision), a large US multicenter trauma registry.
- Calculated ICCs for in-hospital trauma death rate using data from 80 trauma centers.
- Calculated ICCs for ED shock and early trauma death rates using data from 33 states.
Main Results:
- Analyzed data from 952,242 patients (2000-2004), with 13% under 15 years old.
- Calculated ICCs: 0.005 for ED shock rate, 0.014 for early trauma death, and 0.023 for in-hospital death.
- ICCs were stratified by sex and injury type (blunt vs. penetrating).
Conclusions:
- The calculated ICCs are vital for sample size determination in clustered childhood trauma studies.
- Failure to adjust for ICCs in cluster randomized trials can lead to significant underpowering.
- These findings will improve the design and reliability of pediatric trauma research.
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