ArticleThe journal of trauma and acute care surgery2016
Geographic distribution of trauma centers and injury-related mortality in the United States.
Article in The journal of trauma and acute care surgery, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 2 of them syntheses that pooled it.
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Who cites it
28 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Relationships between trauma death, disability, and geographic factors: a systematic review.Clinical and experimental emergency medicine · 2023Pooled it
- Impact of Trauma System Structure on Injury Outcomes: A Systematic Review and Meta-Analysis.World journal of surgery · 2018Pooled it
- The Effects of Transport Altitude on Outcomes in Traumatic Brain Injury (HEIGHT-TBI): An Observational Cohort Study.Neurocritical care · 2026Article
- A Twelve-Year Retrospective Analysis of a Journey Towards Rural Level I Trauma Center Verification.Open access emergency medicine : OAEM · 2026Article
- Disparities in Access to Trauma Care in Canada: A Geospatial Analysis of Census Data.Annals of surgery open : perspectives of surgical history, education, and clinical approaches · 2025Article
- A stochastic programming model for trauma hospital network expansion considering rural communities and COVID-19.Health care management science · 2025Article
- Secondary Undertriage in a Rural Trauma System: A Retrospective Study of Twice-Transferred Patients.The Journal of surgical research · 2025Article
- Article
- Intentional transit practice through a nearby hospital for remote area emergencies provides earlier primary care than helicopter emergency medical services alone in rural emergencies: a single-center, observational study.Journal of rural medicine : JRM · 2025Article
- Correlations Between County-Level Social Determinants of Health and Traumatic Brain Injury-Related Mortality in the United States.Neurotrauma reports · 2025Article
- Geographic Remoteness, Socioeconomic Status, and Healthcare Access: Emergency Preparedness of South Dakota Secondary Schools.Translational sports medicine · 2025Article
- Geographic Disparity in Distance to Trauma Care in Secondary Schools Across the United States.Journal of athletic training · 2024Article
- China trauma treatment statistics 2019: A national retrospective study based on hospitalized cases.Frontiers in public health · 2023Article
- Article
- Do new trauma centers provide needed or redundant access? A nationwide analysis.The journal of trauma and acute care surgery · 2022Article
- Weather and prehospital predictors of trauma patient mortality in a rural American state.Surgery in practice and science · 2022Article
- Locating trauma centers considering patient safety.Health care management science · 2022Article
- Race and insurance status outcome disparities following splenectomy in trauma patients are reduced in larger hospitals. A cross-sectional study.Annals of medicine and surgery (2012) · 2022Article
- National trauma system establishment based on implementation of regional trauma centers improves outcomes of trauma care: A follow-up observational study in South Korea.PLOS global public health · 2022Article
- Factors associated with survival in adult patients with traumatic arrest: a retrospective cohort study from US trauma centers.BMC emergency medicine · 2021Article
Corrections and comments
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Authors and funding
5 authors.
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Abstract
backgroundRegionalized trauma care improves outcomes; however, access to care is not uniform across the United States. The objective was to evaluate whether geographic distribution of trauma centers correlates with injury mortality across state trauma systems.
methodsLevel I or II trauma centers in the contiguous United States were mapped. State-level age-adjusted injury fatality rates per 100,000 people were obtained and evaluated for spatial autocorrelation. Nearest neighbor ratios (NNRs) were generated for each state. A NNR less than 1 indicates clustering, while a NNR greater than 1 indicates dispersion. NNRs were tested for difference from random geographic distribution. Fatality rates and NNRs were examined for correlation. Fatality rates were compared between states with trauma center clustering versus dispersion. Trauma center distribution and population density were evaluated. Spatial-lag regression determined the association between fatality rate and NNR, controlling for state-level demographics, population density, injury severity, trauma system resources, and socioeconomic factors.
resultsFatality rates were spatially autocorrelated (Moran's I = 0.35, p < 0.01). Nine states had a clustered pattern (median NNR, 0.55; interquartile range [IQR], 0.48-0.60), 22 had a dispersed pattern (median NNR, 2.00; IQR, 1.68-3.99), and 10 had a random pattern (median NNR, 0.90; IQR, 0.85-1.00) of trauma center distribution. Fatality rate and NNR were correlated (ρ = 0.34, p = 0.03). Clustered states had a lower median injury fatality rate compared with dispersed states (56.9 [IQR, 46.5-58.9] vs. 64.9 [IQR, 52.5-77.1]; p = 0.04). Dispersed compared with clustered states had more counties without a trauma center that had higher population density than counties with a trauma center (5.7% vs. 1.2%, p < 0.01). Spatial-lag regression demonstrated that fatality rates increased by 0.02 per 100,000 persons for each unit increase in NNR (p < 0.01).
conclusionGeographic distribution of trauma centers correlates with injury mortality, with more clustered state trauma centers associated with lower fatality rates. This may be a result of access relative to population density. These results may have implications for trauma system planning and require further study to investigate underlying mechanisms. LEVEL OF EVIDENCE: Therapeutic/care management study, level IV.
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