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Integrated Compensatory Responses in a Human Model of Hemorrhage
Published on: November 20, 2016
A comprehensive analysis of undertriage in a mature trauma system using geospatial mapping
George Maish1, Michael Horst, Catherine Ting Brown
1From the Trauma and Acute Care Surgery (G.M., M.H., C.T.B., M.M., E.B., F.B.R.), Penn Medicine Lancaster General Health, Lancaster, Pennsylvania; and Department of Surgery, University of Texas Health Science Center at Tyler (A.C.), UT Health East Texas, Tyler, Texas.
Undertriage of trauma patients is a significant issue in Pennsylvania, particularly in rural areas and near competing hospitals. Geospatial mapping can identify high-risk zones to improve trauma care access for all age groups.
Area of Science:
- Trauma systems research
- Geospatial analysis in healthcare
- Public health epidemiology
Background:
- Effective triage of trauma patients to appropriate trauma centers (TCs) is critical for patient outcomes.
- Undertriage (UTR) remains a challenge in trauma care systems.
- Understanding spatial patterns of UTR is essential for resource allocation.
Purpose of the Study:
- To determine the percentage of undertriaged patients in the Pennsylvania (PA) trauma system.
- To spatially analyze areas of undertriage across pediatric, adult, and geriatric populations in PA.
- To identify geographic patterns associated with undertriage.
Main Methods:
- Analysis of Pennsylvania Trauma Systems Foundation and PHC4 registry data (2003-2015).
- Categorization of patients into pediatric (<15), adult (15-64), and geriatric (≥65) age groups.
- Geospatial mapping of undertriage rates by zip code tabulation area (ZCTA) using ArcGIS and GeoDa.
- Statistical analysis using Stata.
Main Results:
- Significant percentages of undertriage were observed across all age groups.
- High UTR rates were identified in rural areas, particularly in central PA with limited TC access.
- Areas with TCs near large non-trauma centers also exhibited high undertriage.
Conclusions:
- Two primary patterns contribute to undertriage: proximity to competing non-trauma centers and lack of access to TCs.
- Geospatial mapping is a valuable tool for identifying areas needing focused resources to reduce undertriage.
- Targeted interventions in identified high-UTR zones can improve trauma care delivery.
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