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Published on: August 22, 2012
Measurement of pediatric illness severity using simple pretransport variables
R A Orr1, S T Venkataraman, K A McCloskey
1Department of Anesthesiology/Critical Care Medicine and Pediatrics, University of Pittsburgh School of Medicine, Pennsylvania, USA. orra@anes.upmc.edu
Insights
Four pretransport variables predict mortality in children transported between facilities. Higher predicted mortality correlated with more interventions and unplanned events during transport.
Area of Science:
- Pediatric critical care medicine
- Transport medicine
- Health services research
Background:
- Interfacility transport of critically ill children is complex.
- Predicting in-hospital mortality is crucial for resource allocation and care planning.
- Understanding factors influencing transport outcomes is essential for improving patient safety.
Purpose of the Study:
- To identify pretransport variables that predict in-hospital mortality in pediatric interfacility transport.
- To assess the correlation between predicted mortality risk and the occurrence of major interventions and unplanned events during transport.
Main Methods:
- A cohort of 2,253 children transported by a specialized pediatric team was analyzed.
- Logistic regression was used to identify predictive variables from pretransport data.
- A validated model calculated the probability of in-hospital mortality.
- Interventions and unplanned events were categorized across five mortality risk groups.
Main Results:
- Systolic blood pressure, respiratory rate, oxygen requirement, and altered mental status were significant predictors of in-hospital mortality.
- The model accurately predicted mortality in a validation cohort.
- Higher predicted mortality risk was associated with increased rates of major interventions and unplanned events.
Conclusions:
- Four pretransport variables effectively predict in-hospital mortality in pediatric interfacility transport.
- The risk stratification model correlates with the intensity of interventions and the frequency of adverse events.
- This model can aid in severity-adjusted comparisons of pediatric transport systems.
Objective:
To test the hypothesis that pretransport variables can predict in-hospital mortality that will correlate with major interventions and unplanned events during interfacility transport.
Methods:
A cohort of children (n = 2,253) transported by a specialized pediatric team to a children's hospital were studied. At the time of referral, data collected included age (months), heart rate, systolic blood pressure, respiratory rate, retractions, stridor or wheezing, seizures, skin perfusion, oxygen requirement, and mental status. Using univariate and stepwise logistic regression, variables predictive of in-hospital mortality were selected from a training set (n = 1,111) and assigned integers based on their computed coefficients. Probability of in-hospital mortality was calculated using the total integer score and age. The risk of mortality derived from the training set was validated in the remaining patients (n = 1,142) by comparing the observed and predicted mortalities. Major interventions performed and unplanned events were determined for each of five predetermined mortality risk groups.
Results:
Variables (integers) predicting in-hospital mortality included systolic blood pressure (11), respiratory rate (6), oxygen requirement (11), and altered mental status (11). Observed mortality was similar to predicted mortality in all risk categories for the validation sample. As risk of mortality increased, so did the performance of major interventions and the occurrence of unplanned events.
Conclusion:
Four pretransport variables predicted in-hospital mortality. Risk of mortality correlated with the incidence of major patient interventions, and the occurrence of unplanned events increased as well. This model might be useful in comparing different transport systems using severity-adjusted assessment of children requiring interfacility transport.
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