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Erschienen in: European Journal of Trauma and Emergency Surgery 2/2019

12.01.2018 | Original Article

A seven-center examination of the relationship between monthly volume and mortality in trauma: a hypothesis-generating study

verfasst von: Stanislaw P. Stawicki, Keith Habeeb, Niels D. Martin, M. Shay O’Mara, James Cipolla, David C. Evans, Creagh Boulger, Babak Sarani, Charles H. Cook, Alok Gupta, William S. Hoff, Peter G. Thomas, Jeffrey M. Jordan, Weidun Alan Guo, Mark J. Seamon

Erschienen in: European Journal of Trauma and Emergency Surgery | Ausgabe 2/2019

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Abstract

Introduction

The relationship between trauma volumes and patient outcomes continues to be controversial, with limited data available regarding the effect of month-to-month trauma volume variability on clinical results. This study examines the relationship between monthly trauma volume variations and patient mortality at seven Level I Trauma Centers located in the Eastern United States. We hypothesized that higher monthly trauma volumes may be associated with lower corresponding mortality.

Methods

Monthly patient volume data were collected from seven Level I Trauma Centers. Additional information retrieved included monthly mortality, demographics, mean monthly injury severity (ISS), and trauma mechanism (blunt versus penetrating). Mortality was utilized as the primary study outcome. Statistical corrections for mean age, gender distribution, ISS, and mechanism of injury were made using analysis of co-variance (ANCOVA). Center-specific, annually-adjusted median monthly volumes (CSAA-MMV) were calculated to standardize patient volume differences across participating institutions. Statistical significance was set at α < 0.05.

Results

A total of 604 months of trauma admissions, encompassing 122,197 patients, were analyzed. Controlling for patient age, gender, ISS, and mechanism of injury, aggregate data suggested that monthly trauma volumes < 100 were associated with significantly greater mortality (3.9%) than months with volumes > 400 (mortality 2.9%, p < 0.01). To account for differences in monthly volumes between centers, as well as for temporal bias associated with potential differences over the entire study duration period, data were normalized using CSAA-MMV as a standardized reference point. Monthly volumes ≤ 33% of the CSAA-MMV were associated with adjusted mortality of 5.0% whereas monthly volumes ≥ 134% CSAA-MMV were associated with adjusted mortality of 2.7% (p < 0.01).

Conclusions

This hypothesis-generating study suggests that greater monthly trauma volumes appear to be associated with lower mortality. In addition, our data also suggest that across all participating centers mortality may be a function of relative month-to-month volume variation. When normalized to institution-specific, annually-adjusted “median” monthly trauma contacts, we show that months with patient volumes ≤ 33% median may be associated with subtly but not negligibly (1.4–2.3%) higher mortality than months with patient volumes ≥ 134% median.
Literatur
1.
Zurück zum Zitat Nathens AB, et al. Relationship between trauma center volume and outcomes. JAMA. 2001;285(9):p. 1164–71.CrossRefPubMed Nathens AB, et al. Relationship between trauma center volume and outcomes. JAMA. 2001;285(9):p. 1164–71.CrossRefPubMed
2.
Zurück zum Zitat Demetriades D, et al. The effect of trauma center designation and trauma volume on outcome in specific severe injuries. Ann Surg. 2005;242(4):512–9.PubMedPubMedCentral Demetriades D, et al. The effect of trauma center designation and trauma volume on outcome in specific severe injuries. Ann Surg. 2005;242(4):512–9.PubMedPubMedCentral
3.
Zurück zum Zitat London JA, Battistella FD. Is there a relationship between trauma center volume and mortality? J Trauma Acute Care Surg. 2003;54(1):16–25.CrossRef London JA, Battistella FD. Is there a relationship between trauma center volume and mortality? J Trauma Acute Care Surg. 2003;54(1):16–25.CrossRef
4.
Zurück zum Zitat Glance LG, et al. The relation between trauma center outcome and volume in the National Trauma Databank. J Trauma Acute Care Surg. 2004;56(3):682–90.CrossRef Glance LG, et al. The relation between trauma center outcome and volume in the National Trauma Databank. J Trauma Acute Care Surg. 2004;56(3):682–90.CrossRef
5.
Zurück zum Zitat SMITH RF, et al. The impact of volume on outcome in seriously injured trauma patients: two years’ experience of the Chicago Trauma System. J Trauma Acute Care Surg. 1990;30(9):1066–76.CrossRef SMITH RF, et al. The impact of volume on outcome in seriously injured trauma patients: two years’ experience of the Chicago Trauma System. J Trauma Acute Care Surg. 1990;30(9):1066–76.CrossRef
6.
Zurück zum Zitat Di Bartolomeo S, et al. A population based study on the night-time effect in trauma care. Emerg Med J. 2014;31(10):808–12.CrossRefPubMed Di Bartolomeo S, et al. A population based study on the night-time effect in trauma care. Emerg Med J. 2014;31(10):808–12.CrossRefPubMed
7.
Zurück zum Zitat Kiekkas P, et al. Association between nursing workload and mortality of intensive care unit patients. J Nurs Scholarsh. 2008;40(4):385–90.CrossRefPubMed Kiekkas P, et al. Association between nursing workload and mortality of intensive care unit patients. J Nurs Scholarsh. 2008;40(4):385–90.CrossRefPubMed
8.
Zurück zum Zitat Zare MM, et al. Mortality after nonemergent major surgery performed on Friday versus Monday through Wednesday. Ann Surg. 2007;246(5):866–74.CrossRefPubMed Zare MM, et al. Mortality after nonemergent major surgery performed on Friday versus Monday through Wednesday. Ann Surg. 2007;246(5):866–74.CrossRefPubMed
9.
Zurück zum Zitat de Alencar C. Preventable trauma deaths. Rev Saúde Pública, 2012. 46(2):1–8. de Alencar C. Preventable trauma deaths. Rev Saúde Pública, 2012. 46(2):1–8.
11.
Zurück zum Zitat Califf RM, et al. One-year results from the Global Utilization of Streptokinase and TPA for Occluded Coronary Arteries (GUSTO-I) trial. GUSTO-I Investig Circ. 1996;94(6):1233–8. Califf RM, et al. One-year results from the Global Utilization of Streptokinase and TPA for Occluded Coronary Arteries (GUSTO-I) trial. GUSTO-I Investig Circ. 1996;94(6):1233–8.
12.
Zurück zum Zitat Eppich WJ, et al. The role of high-fidelity simulation in training pediatric emergency medicine fellows in the United States and Canada. Pediatr Emerg Care. 2013;29(1):1–7.CrossRefPubMed Eppich WJ, et al. The role of high-fidelity simulation in training pediatric emergency medicine fellows in the United States and Canada. Pediatr Emerg Care. 2013;29(1):1–7.CrossRefPubMed
13.
Zurück zum Zitat Freeman KM, et al. A virtual reality patient simulation system for teaching emergency response skills to US Navy medical providers. Prehospital Disaster Med. 2001;16(01):3–8.CrossRefPubMed Freeman KM, et al. A virtual reality patient simulation system for teaching emergency response skills to US Navy medical providers. Prehospital Disaster Med. 2001;16(01):3–8.CrossRefPubMed
14.
Zurück zum Zitat Alexander AL, et al. From gaming to training: A review of studies on fidelity, immersion, presence, and buy-in and their effects on transfer in pc-based simulations and games. DARWARS Train Impact Group. 2005;5:1–14. Alexander AL, et al. From gaming to training: A review of studies on fidelity, immersion, presence, and buy-in and their effects on transfer in pc-based simulations and games. DARWARS Train Impact Group. 2005;5:1–14.
15.
Zurück zum Zitat Emaus N, et al. Hip fractures in a city in Northern Norway over 15 years: time trends, seasonal variation and mortality. Osteoporosis Int. 2011;22(10):2603–10.CrossRef Emaus N, et al. Hip fractures in a city in Northern Norway over 15 years: time trends, seasonal variation and mortality. Osteoporosis Int. 2011;22(10):2603–10.CrossRef
16.
Zurück zum Zitat Crawford JR, Parker MJ. Seasonal variation of proximal femoral fractures in the United Kingdom. Injury. 2003;34(3):223–5.CrossRefPubMed Crawford JR, Parker MJ. Seasonal variation of proximal femoral fractures in the United Kingdom. Injury. 2003;34(3):223–5.CrossRefPubMed
17.
Zurück zum Zitat Robertson A, et al. Spinal injury patterns resulting from car and motorcycle accidents. Spine. 2002;27(24):2825–30.CrossRefPubMed Robertson A, et al. Spinal injury patterns resulting from car and motorcycle accidents. Spine. 2002;27(24):2825–30.CrossRefPubMed
18.
Zurück zum Zitat Brown B, Baass K. Seasonal variation in frequencies and rates of highway accidents as function of severity. Transp Res Rec J Transp Res Board. 1997;1581:p. 59–65.CrossRef Brown B, Baass K. Seasonal variation in frequencies and rates of highway accidents as function of severity. Transp Res Rec J Transp Res Board. 1997;1581:p. 59–65.CrossRef
19.
Zurück zum Zitat Klauber MR et al. The epidemiology of head injury a prospective study of an entire community—San Diego County, California, 1978. Am J Epidemiol. 1981;113(5):500–9.CrossRefPubMed Klauber MR et al. The epidemiology of head injury a prospective study of an entire community—San Diego County, California, 1978. Am J Epidemiol. 1981;113(5):500–9.CrossRefPubMed
20.
Zurück zum Zitat Smith DL, Manning T, Petruzzello SJ. Effect of strenuous live-fire drills on cardiovascular and psychological responses of recruit firefighters. Ergonomics. 2001;44(3):244–54.CrossRefPubMed Smith DL, Manning T, Petruzzello SJ. Effect of strenuous live-fire drills on cardiovascular and psychological responses of recruit firefighters. Ergonomics. 2001;44(3):244–54.CrossRefPubMed
21.
Zurück zum Zitat Bolstad CA, Endsley MR, Cuevas HM. A theoretically based approach to cognitive readiness and situation awareness assessment, in teaching and measuring cognitive readiness. Berlin: Springer; 2014. pp. 161–77. Bolstad CA, Endsley MR, Cuevas HM. A theoretically based approach to cognitive readiness and situation awareness assessment, in teaching and measuring cognitive readiness. Berlin: Springer; 2014. pp. 161–77.
22.
Zurück zum Zitat von Lubitz D, et al. Medical readiness in the context of operations other than war: Development of first responder readiness using OODA-Loop thinking and advanced distributed interactive simulation technology. In Proceedings EMISPHERE 2004 symposium on European-Mediterranean Virtual Hospital, Istanbul (Turkey). 2004. von Lubitz D, et al. Medical readiness in the context of operations other than war: Development of first responder readiness using OODA-Loop thinking and advanced distributed interactive simulation technology. In Proceedings EMISPHERE 2004 symposium on European-Mediterranean Virtual Hospital, Istanbul (Turkey). 2004.
23.
Zurück zum Zitat Farkašovská D, Ferenc J, Training program to increase. The resistance of members of fire and rescue services at the airport. Acta Avionica. 2013;15(27). Farkašovská D, Ferenc J, Training program to increase. The resistance of members of fire and rescue services at the airport. Acta Avionica. 2013;15(27).
24.
Zurück zum Zitat Stawicki S, et al. Fundamentals of patient safety in medicine and surgery. New Delhi: Wolters Kluwer Health (India) Pvt Ltd.; 2014. Stawicki S, et al. Fundamentals of patient safety in medicine and surgery. New Delhi: Wolters Kluwer Health (India) Pvt Ltd.; 2014.
25.
Zurück zum Zitat Scherer LA, et al. Videotape review leads to rapid and sustained learning. Am J Surg. 2003;185(6):p. 516–20.CrossRefPubMed Scherer LA, et al. Videotape review leads to rapid and sustained learning. Am J Surg. 2003;185(6):p. 516–20.CrossRefPubMed
26.
Zurück zum Zitat Seymour NE, et al. Virtual reality training improves operating room performance: results of a randomized, double-blinded study. Ann Surg. 2002;236(4):458–64.CrossRefPubMedPubMedCentral Seymour NE, et al. Virtual reality training improves operating room performance: results of a randomized, double-blinded study. Ann Surg. 2002;236(4):458–64.CrossRefPubMedPubMedCentral
27.
Zurück zum Zitat Difede J, et al. Virtual reality exposure therapy for the treatment of posttraumatic stress disorder following September 11, 2001. J Clin Psychiatry. 2007;68(11):1639.CrossRefPubMed Difede J, et al. Virtual reality exposure therapy for the treatment of posttraumatic stress disorder following September 11, 2001. J Clin Psychiatry. 2007;68(11):1639.CrossRefPubMed
28.
Zurück zum Zitat Reznek M, Harter P, Krummel T. Virtual reality and simulation: training the future emergency physician. Acad Emerg Med. 2002;9(1):78–87.CrossRefPubMed Reznek M, Harter P, Krummel T. Virtual reality and simulation: training the future emergency physician. Acad Emerg Med. 2002;9(1):78–87.CrossRefPubMed
Metadaten
Titel
A seven-center examination of the relationship between monthly volume and mortality in trauma: a hypothesis-generating study
verfasst von
Stanislaw P. Stawicki
Keith Habeeb
Niels D. Martin
M. Shay O’Mara
James Cipolla
David C. Evans
Creagh Boulger
Babak Sarani
Charles H. Cook
Alok Gupta
William S. Hoff
Peter G. Thomas
Jeffrey M. Jordan
Weidun Alan Guo
Mark J. Seamon
Publikationsdatum
12.01.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
European Journal of Trauma and Emergency Surgery / Ausgabe 2/2019
Print ISSN: 1863-9933
Elektronische ISSN: 1863-9941
DOI
https://doi.org/10.1007/s00068-018-0904-0

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