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Published in: World Journal of Surgery 11/2009

01-11-2009

In Search of Benchmarking for Mortality Following Multiple Trauma: A Swiss Trauma Center Experience

Authors: Ida Füglistaler-Montali, Corinna Attenberger, Philipp Füglistaler, Augustinus L. Jacob, Felix Amsler, Thomas Gross

Published in: World Journal of Surgery | Issue 11/2009

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Abstract

Background

The manifestations associated with non-survival after multiple trauma may vary importantly between countries and institutions. The aim of the present study was to assess the quality of performance by comparing actual mortality rates to the literature.

Methods

The study involved evaluation of a prospective consecutive multiple trauma cohort (injury severity score, ISS > 16) primarily admitted to a university hospital. Univariate and multivariate testing of routine parameters and scores, such as the Trauma and Injury Severity Score (TRISS), was used to determine their predictive powers for mortality.

Results

The 30-day mortality of 22.8% (n = 54) exactly matched predicted TRISS versions of Champion or the Major Trauma Outcome Study for our 237 multiple trauma patients (42.8 ± 20.9 years; ISS 29.5 ± 11.5). Univariate analysis revealed significant differences between survivors and non-survivors when compared for age, ISS, Glasgow coma scale (GCS), pulse oximeter saturation (SapO2), hemoglobin, prothrombin time, and lactate. In multivariate analysis, age, ISS, and GCS (P < 0.001 each) functioned as major independent prognostic parameters of both 24 h and 30-day mortality. Various TRISS versions hardly differed in their precision (area under the curve [AUC] 0.83–0.84), but they did differ considerably in their level of requirement, with the TRISS using newer National Trauma Data Bank coefficients (NTDB-TRISS) offering the highest target benchmark (predicted mortality 13%, Z value –5.7) in the prediction of 30-day mortality.

Conclusions

Because of the current lack of a single, internationally accepted scoring system for the prediction of mortality after multiple trauma, the comparison of outcomes between medical centers remains unreliable. To achieve effective quality control, a practical benchmarking model, such as the TRISS-NTDB, should be used worldwide.
Literature
1.
2.
go back to reference Sauaia A, Moore F, Moore E et al (1995) Epidemiology of trauma deaths: a reassessment. J Trauma 38:185–193PubMedCrossRef Sauaia A, Moore F, Moore E et al (1995) Epidemiology of trauma deaths: a reassessment. J Trauma 38:185–193PubMedCrossRef
3.
go back to reference Neary W, Prytherch D, Foy C et al (2007) Comparison of different methods of risk stratification in urgent and emergency surgery. Br J Surg 94:1300–1305PubMedCrossRef Neary W, Prytherch D, Foy C et al (2007) Comparison of different methods of risk stratification in urgent and emergency surgery. Br J Surg 94:1300–1305PubMedCrossRef
4.
go back to reference Nathens A, Xiong W, Shafi S (2008) Ranking of trauma center performance: the bare essentials. J Trauma 65:628–635PubMedCrossRef Nathens A, Xiong W, Shafi S (2008) Ranking of trauma center performance: the bare essentials. J Trauma 65:628–635PubMedCrossRef
5.
go back to reference Budd H, Almond L, Oakley P et al (2008) A benchmarking study of two trauma centers highlighting limitations when standardising mortality for comorbidity. World J Emerg Surg 3:2PubMedCrossRef Budd H, Almond L, Oakley P et al (2008) A benchmarking study of two trauma centers highlighting limitations when standardising mortality for comorbidity. World J Emerg Surg 3:2PubMedCrossRef
6.
go back to reference Neugebauer E, Lefering R (2002) Severity scores in surgery: what for and who needs them? An introduction: definition, aims, classification and evaluation. Langenbecks Arch Surg 387:55–58PubMedCrossRef Neugebauer E, Lefering R (2002) Severity scores in surgery: what for and who needs them? An introduction: definition, aims, classification and evaluation. Langenbecks Arch Surg 387:55–58PubMedCrossRef
7.
go back to reference Willcox N, Oakley P (2002) Survival with an arterial pH of 6.57 following major trauma with exsanguinating haemorrhage associated with traumatic amputation. Resuscitation 53:217–221PubMedCrossRef Willcox N, Oakley P (2002) Survival with an arterial pH of 6.57 following major trauma with exsanguinating haemorrhage associated with traumatic amputation. Resuscitation 53:217–221PubMedCrossRef
8.
go back to reference Skaga N, Eken T, Steen P (2006) Assessing quality of care in a trauma referral center: benchmarking performance by TRISS-based statistics or by analysis of stratified ISS data? J Trauma 60:538–547PubMedCrossRef Skaga N, Eken T, Steen P (2006) Assessing quality of care in a trauma referral center: benchmarking performance by TRISS-based statistics or by analysis of stratified ISS data? J Trauma 60:538–547PubMedCrossRef
10.
go back to reference Champion H, Sacco W, Hunt T (1983) Trauma severity scoring to predict mortality. World J Surg 7:4–11PubMedCrossRef Champion H, Sacco W, Hunt T (1983) Trauma severity scoring to predict mortality. World J Surg 7:4–11PubMedCrossRef
11.
12.
go back to reference Glance L, Osler T, Dick A (2005) Evaluation trauma center quality: does the choice of the severity-adjustment model make a difference? J Trauma 58:1265–1271PubMedCrossRef Glance L, Osler T, Dick A (2005) Evaluation trauma center quality: does the choice of the severity-adjustment model make a difference? J Trauma 58:1265–1271PubMedCrossRef
13.
go back to reference Shafi S, Nathens A, Parks J et al (2008) Trauma quality improvement using risk-adjusted outcomes. J Trauma 64:599–606PubMedCrossRef Shafi S, Nathens A, Parks J et al (2008) Trauma quality improvement using risk-adjusted outcomes. J Trauma 64:599–606PubMedCrossRef
14.
go back to reference MacKenzie E, Rivara F, Jurkovich G et al (2006) A national evaluation of the effect of trauma-center care on mortality. N Engl J Med 354:366–378PubMedCrossRef MacKenzie E, Rivara F, Jurkovich G et al (2006) A national evaluation of the effect of trauma-center care on mortality. N Engl J Med 354:366–378PubMedCrossRef
15.
go back to reference Scarborough K, Slone D, Uribe P et al (2008) Reduced mortality at a community hospital trauma center: the impact of changing trauma level designation from II to I. Arch Surg 143:22–28PubMedCrossRef Scarborough K, Slone D, Uribe P et al (2008) Reduced mortality at a community hospital trauma center: the impact of changing trauma level designation from II to I. Arch Surg 143:22–28PubMedCrossRef
16.
go back to reference Nijboer J, van der Sluis C, van der Naalt J et al (2007) Two cohorts of severely injured trauma patients, nearly two decades apart: unchanged mortality but improved quality of life despite higher age. J Trauma 63:670–675PubMedCrossRef Nijboer J, van der Sluis C, van der Naalt J et al (2007) Two cohorts of severely injured trauma patients, nearly two decades apart: unchanged mortality but improved quality of life despite higher age. J Trauma 63:670–675PubMedCrossRef
17.
go back to reference Bauzà G, LaMorte W, Burke P et al (2008) High mortality in elderly drivers is associated with distinct injury patterns: analysis of 187, 869 injured drivers. J Trauma 6430:4–310 Bauzà G, LaMorte W, Burke P et al (2008) High mortality in elderly drivers is associated with distinct injury patterns: analysis of 187, 869 injured drivers. J Trauma 6430:4–310
18.
go back to reference Christensen M, Nielsen T, Ridley S et al (2008) Outcomes and costs of penetrating trauma injury in England and Wales. Injury 39:1013–1025PubMedCrossRef Christensen M, Nielsen T, Ridley S et al (2008) Outcomes and costs of penetrating trauma injury in England and Wales. Injury 39:1013–1025PubMedCrossRef
19.
go back to reference Maegele M, Lefering R, Yucel N et al (2007) Early coagulopathy in multiple injury: an analysis from the German Trauma Registry on 8724 patients. Injury 38:298–304PubMedCrossRef Maegele M, Lefering R, Yucel N et al (2007) Early coagulopathy in multiple injury: an analysis from the German Trauma Registry on 8724 patients. Injury 38:298–304PubMedCrossRef
20.
go back to reference Cheng C, Graham C, Gabbe B et al (2008) Trauma care systems—a comparison of trauma care in Victoria, Australia, and Hong Kong, China. Ann Surg 247:335–342PubMedCrossRef Cheng C, Graham C, Gabbe B et al (2008) Trauma care systems—a comparison of trauma care in Victoria, Australia, and Hong Kong, China. Ann Surg 247:335–342PubMedCrossRef
21.
go back to reference Macleod J, Lynn M, McKenney M et al (2004) Predictors of mortality in trauma patients. Am Surg 70:805–810PubMed Macleod J, Lynn M, McKenney M et al (2004) Predictors of mortality in trauma patients. Am Surg 70:805–810PubMed
22.
go back to reference Clark D, Lucas F, Ryan L (2007) Predicting hospital mortality, length of stay, and transfer to long-term care for injured patients. J Trauma 62:592–600PubMedCrossRef Clark D, Lucas F, Ryan L (2007) Predicting hospital mortality, length of stay, and transfer to long-term care for injured patients. J Trauma 62:592–600PubMedCrossRef
23.
go back to reference Champion H, Copes W, Sacco W et al (1990) A new characterization of injury severity. J Trauma 30:539–546PubMed Champion H, Copes W, Sacco W et al (1990) A new characterization of injury severity. J Trauma 30:539–546PubMed
24.
go back to reference Millham F, LaMorte W (2004) Factors associated with mortality in trauma: re-evaluation of the TRISS method using the National Trauma Data Bank. J Trauma 56:1090–1096PubMedCrossRef Millham F, LaMorte W (2004) Factors associated with mortality in trauma: re-evaluation of the TRISS method using the National Trauma Data Bank. J Trauma 56:1090–1096PubMedCrossRef
25.
go back to reference Vance S (2007) The FAST scan: are we improving care of the trauma patient? Ann Emerg Med 49:364–366PubMedCrossRef Vance S (2007) The FAST scan: are we improving care of the trauma patient? Ann Emerg Med 49:364–366PubMedCrossRef
26.
go back to reference Committee on Trauma, American College of Surgeons (1997) Advanced trauma life support program for doctors. American College of Surgeons, Chicago Committee on Trauma, American College of Surgeons (1997) Advanced trauma life support program for doctors. American College of Surgeons, Chicago
27.
go back to reference Gennarelli T, for the American Association for Automotive Medicine (1990) The abbreviated injury scale. American Association for Automotive Medicine, Des Plaines, IL Gennarelli T, for the American Association for Automotive Medicine (1990) The abbreviated injury scale. American Association for Automotive Medicine, Des Plaines, IL
28.
go back to reference Ruchholtz S (2000) The Trauma Registry of the German Society of Trauma Surgery as a basis for interclinical quality management. A multicenter study of the German Society of Trauma Surgery. Unfallchirurg 103:30–37PubMedCrossRef Ruchholtz S (2000) The Trauma Registry of the German Society of Trauma Surgery as a basis for interclinical quality management. A multicenter study of the German Society of Trauma Surgery. Unfallchirurg 103:30–37PubMedCrossRef
29.
30.
go back to reference Eastridge B, Salinas J, McManus J et al (2007) Hypotension begins at 110 mmHg: redefining “hypotension” with data. J Trauma 63:291–299PubMedCrossRef Eastridge B, Salinas J, McManus J et al (2007) Hypotension begins at 110 mmHg: redefining “hypotension” with data. J Trauma 63:291–299PubMedCrossRef
31.
go back to reference Belzberg H, Wo C, Demetriades D et al (2007) Effects of age and obesity on hemodynamics, tissue oxygenation, and outcome after trauma. J Trauma 62:1192–1200PubMedCrossRef Belzberg H, Wo C, Demetriades D et al (2007) Effects of age and obesity on hemodynamics, tissue oxygenation, and outcome after trauma. J Trauma 62:1192–1200PubMedCrossRef
32.
go back to reference Moore L, Lavoie A, LeSage N et al (2006) Statistical validation of the revised trauma score. J Trauma 60:305–311PubMedCrossRef Moore L, Lavoie A, LeSage N et al (2006) Statistical validation of the revised trauma score. J Trauma 60:305–311PubMedCrossRef
33.
go back to reference Chien L-C, Lu K, Wo C et al (2007) Hemodynamic patterns preceding circulatory deterioration and death after trauma. J Trauma 62:932CrossRef Chien L-C, Lu K, Wo C et al (2007) Hemodynamic patterns preceding circulatory deterioration and death after trauma. J Trauma 62:932CrossRef
34.
go back to reference Grimme K, Pape H, Probst C et al (2005) Calculation of different triage scores based on the German Trauma Registry. Eur J Trauma 31:480–487CrossRef Grimme K, Pape H, Probst C et al (2005) Calculation of different triage scores based on the German Trauma Registry. Eur J Trauma 31:480–487CrossRef
35.
go back to reference Lichtveld R, Panhuizen I, Smit R et al (2007) Predictors of death in trauma patients who are alive on arrival at hospital. Eur J Trauma Emerg Surg 33:46–51CrossRef Lichtveld R, Panhuizen I, Smit R et al (2007) Predictors of death in trauma patients who are alive on arrival at hospital. Eur J Trauma Emerg Surg 33:46–51CrossRef
36.
go back to reference Mikulaschek A, Henry S, Donovan R et al (1996) Serum lactate is not predicted by anion gap or base excess after trauma resuscitation. J Trauma 40:218–224PubMedCrossRef Mikulaschek A, Henry S, Donovan R et al (1996) Serum lactate is not predicted by anion gap or base excess after trauma resuscitation. J Trauma 40:218–224PubMedCrossRef
37.
go back to reference Kaplan L, Frangos S (2005) Clinical review: acid-based abnormalities in the intensive care unit. Crit Care 9:198–203PubMedCrossRef Kaplan L, Frangos S (2005) Clinical review: acid-based abnormalities in the intensive care unit. Crit Care 9:198–203PubMedCrossRef
38.
go back to reference Baker S, O’Neill B, Haddon W et al (1974) The injury severity score: a method for describing patients with multiple injuries and evaluating emergency care. J Trauma 14:187–196PubMedCrossRef Baker S, O’Neill B, Haddon W et al (1974) The injury severity score: a method for describing patients with multiple injuries and evaluating emergency care. J Trauma 14:187–196PubMedCrossRef
39.
go back to reference Falcone RE, Santanello SA, Schulz MA et al (1993) Correlation of metabolic acidosis with outcome following injury and its value as a scoring tool. World J Surg 17:575–579PubMedCrossRef Falcone RE, Santanello SA, Schulz MA et al (1993) Correlation of metabolic acidosis with outcome following injury and its value as a scoring tool. World J Surg 17:575–579PubMedCrossRef
40.
go back to reference Moore L, Lavoie A, Abdous B et al (2006) Unification of the revised trauma score. J Trauma 61:718–722PubMedCrossRef Moore L, Lavoie A, Abdous B et al (2006) Unification of the revised trauma score. J Trauma 61:718–722PubMedCrossRef
41.
go back to reference Oestern H, Tscherne H, Sturm J et al (1985) Classification of the severity of injury. Unfallchirurg 88:465–472PubMed Oestern H, Tscherne H, Sturm J et al (1985) Classification of the severity of injury. Unfallchirurg 88:465–472PubMed
42.
43.
go back to reference Le Gall J, Lemeshow S, Saulnier F (1993) A new simplified acute physiology score (SAPS II) based on a European/North American multicenter study. JAMA 270:2957–2963PubMedCrossRef Le Gall J, Lemeshow S, Saulnier F (1993) A new simplified acute physiology score (SAPS II) based on a European/North American multicenter study. JAMA 270:2957–2963PubMedCrossRef
44.
go back to reference Hansen K, Engesaeter L, Eide G et al (2005) Trauma outcome in a Norwegian regional hospital. Injury Extra 36:361–367CrossRef Hansen K, Engesaeter L, Eide G et al (2005) Trauma outcome in a Norwegian regional hospital. Injury Extra 36:361–367CrossRef
45.
go back to reference Hollis S, Yates D, Woodford M et al (1995) Standardized comparison of performance indicators in trauma: a new approach to case-mix variation. J Trauma 38:763–766PubMedCrossRef Hollis S, Yates D, Woodford M et al (1995) Standardized comparison of performance indicators in trauma: a new approach to case-mix variation. J Trauma 38:763–766PubMedCrossRef
46.
go back to reference Murlidhar V, Roy N (2004) Measuring trauma outcome in India: an analysis based on TRISS methodology in a Mumbai university hospital. Injury 35:386–390PubMedCrossRef Murlidhar V, Roy N (2004) Measuring trauma outcome in India: an analysis based on TRISS methodology in a Mumbai university hospital. Injury 35:386–390PubMedCrossRef
47.
go back to reference Demetriades D, Chan L, Velmanos G et al (2001) TRISS methodology: an inappropriate tool for comparing outcomes between trauma centers. J Am Coll Surg 193:250–254PubMedCrossRef Demetriades D, Chan L, Velmanos G et al (2001) TRISS methodology: an inappropriate tool for comparing outcomes between trauma centers. J Am Coll Surg 193:250–254PubMedCrossRef
48.
go back to reference Younge P, Coats T, Gurney D et al (1997) Interpretation of the Ws statistic: application to an integrated trauma system. J Trauma 43:511–515PubMedCrossRef Younge P, Coats T, Gurney D et al (1997) Interpretation of the Ws statistic: application to an integrated trauma system. J Trauma 43:511–515PubMedCrossRef
49.
go back to reference Hirschmann M, Uike K, Kaufmann M et al (2007) Quality management of interdisciplinary treatment of polytrauma. Possibilities and limits of retrospective routine data collection. Der Anaesthesist 56:673–678PubMedCrossRef Hirschmann M, Uike K, Kaufmann M et al (2007) Quality management of interdisciplinary treatment of polytrauma. Possibilities and limits of retrospective routine data collection. Der Anaesthesist 56:673–678PubMedCrossRef
50.
go back to reference Skaga N, Eken T, Jones J et al (2008) Different definitions of patient outcome: consequences for performance analysis in trauma. Injury 39:612–622PubMedCrossRef Skaga N, Eken T, Jones J et al (2008) Different definitions of patient outcome: consequences for performance analysis in trauma. Injury 39:612–622PubMedCrossRef
51.
go back to reference Ruchholtz S, Lefering R, Paffrath T et al (2008) Reduction in mortality of severely injured patients in Germany. Dtsch Arztebl Int 105:225–231PubMed Ruchholtz S, Lefering R, Paffrath T et al (2008) Reduction in mortality of severely injured patients in Germany. Dtsch Arztebl Int 105:225–231PubMed
52.
go back to reference Aldrian S, Nau T, Koenig F et al (2006) Management of polytrauma patients during 10 years. Osteo Trauma Care 14:93–97CrossRef Aldrian S, Nau T, Koenig F et al (2006) Management of polytrauma patients during 10 years. Osteo Trauma Care 14:93–97CrossRef
53.
go back to reference Aldrian S, Koenig F, Weninger P et al (2007) Characteristics of polytrauma patients between 1992 and 2002: what is changing? Injury 38:1059–1064PubMedCrossRef Aldrian S, Koenig F, Weninger P et al (2007) Characteristics of polytrauma patients between 1992 and 2002: what is changing? Injury 38:1059–1064PubMedCrossRef
54.
go back to reference Dutton R, Lefering R, Lynn M (2006) Database predictors of transfusion and mortality. J Trauma 60:S70–S77PubMedCrossRef Dutton R, Lefering R, Lynn M (2006) Database predictors of transfusion and mortality. J Trauma 60:S70–S77PubMedCrossRef
55.
go back to reference Kilgo P, Meredith J, Osler T (2006) Incorporating recent advances to make the TRISS approach universally available. J Trauma 60:1002–1009PubMedCrossRef Kilgo P, Meredith J, Osler T (2006) Incorporating recent advances to make the TRISS approach universally available. J Trauma 60:1002–1009PubMedCrossRef
56.
go back to reference The EuroTARN Writing Committee on behalf of the EuroTARN Group (2007) A comparison of European trauma registries: the first report from the EuroTARN Group. Resuscitation 75:286–297CrossRef The EuroTARN Writing Committee on behalf of the EuroTARN Group (2007) A comparison of European trauma registries: the first report from the EuroTARN Group. Resuscitation 75:286–297CrossRef
57.
go back to reference Bouamra O, Wrotchford A, Hollis S et al (2006) A new approach to outcome prediction in trauma: a comparison with the TRISS model. J Trauma 38:185–193 Bouamra O, Wrotchford A, Hollis S et al (2006) A new approach to outcome prediction in trauma: a comparison with the TRISS model. J Trauma 38:185–193
58.
go back to reference Guzzo J, Bochicchio G, Napolitano L et al (2005) Prediction of outcomes in trauma: anatomic or physiologic parameters? J Am Coll Surg 201:891–897PubMedCrossRef Guzzo J, Bochicchio G, Napolitano L et al (2005) Prediction of outcomes in trauma: anatomic or physiologic parameters? J Am Coll Surg 201:891–897PubMedCrossRef
59.
go back to reference Demetriades D, Chan L, Velmahos G et al (1998) TRISS methodology in trauma: the need for alternatives. Br J Surg 85:379–384PubMedCrossRef Demetriades D, Chan L, Velmahos G et al (1998) TRISS methodology in trauma: the need for alternatives. Br J Surg 85:379–384PubMedCrossRef
60.
go back to reference Hannan E, Mendeloff J, Farrell L et al (1995) Validation of TRISS and ASCOT using a non-MTOS trauma registry. J Trauma 38:83–88PubMedCrossRef Hannan E, Mendeloff J, Farrell L et al (1995) Validation of TRISS and ASCOT using a non-MTOS trauma registry. J Trauma 38:83–88PubMedCrossRef
61.
go back to reference Wisner D (2006) Editorial comment. J Trauma 61:722 Wisner D (2006) Editorial comment. J Trauma 61:722
62.
go back to reference Rutledge R, Osler T, Emery S et al (1998) The end of the Injury Severity Score (ISS) and the Trauma and Injury Severity Score (TRISS): ICISS, in international classification of diseases, ninth revision-based prediction tool, outperforms both ISS and TRISS as predictors of trauma patient survival, hospital charges, and hospital length of stay. J Trauma 44:41–49PubMedCrossRef Rutledge R, Osler T, Emery S et al (1998) The end of the Injury Severity Score (ISS) and the Trauma and Injury Severity Score (TRISS): ICISS, in international classification of diseases, ninth revision-based prediction tool, outperforms both ISS and TRISS as predictors of trauma patient survival, hospital charges, and hospital length of stay. J Trauma 44:41–49PubMedCrossRef
63.
go back to reference Kirkham J, Bouamra O (2008) The use of statistical process control for monitoring institutional performance in trauma care. J Trauma 65:1494–1501PubMedCrossRef Kirkham J, Bouamra O (2008) The use of statistical process control for monitoring institutional performance in trauma care. J Trauma 65:1494–1501PubMedCrossRef
64.
go back to reference David J, Gelas-Dore B, Inaba K et al (2007) Are patients with self-inflicted injuries more likely to die? J Trauma 62:1495–1500PubMedCrossRef David J, Gelas-Dore B, Inaba K et al (2007) Are patients with self-inflicted injuries more likely to die? J Trauma 62:1495–1500PubMedCrossRef
65.
go back to reference Chardoli M, Rahimi-Movaghar V (2006) Analysis of trauma outcome at a university hospital in Zahedan, Iran using the TRISS method. East Afr Med J 83:440–442PubMed Chardoli M, Rahimi-Movaghar V (2006) Analysis of trauma outcome at a university hospital in Zahedan, Iran using the TRISS method. East Afr Med J 83:440–442PubMed
66.
go back to reference Champion H, Copes W, Sacco W et al (1990) The major trauma outcome study: establishing national norms for trauma care. J Trauma 30:1356–1365PubMedCrossRef Champion H, Copes W, Sacco W et al (1990) The major trauma outcome study: establishing national norms for trauma care. J Trauma 30:1356–1365PubMedCrossRef
67.
go back to reference McKinley B, Marvin R, Cocanour C et al (2000) Blunt trauma resuscitation: the old can respond. Arch Surg 135:688–695PubMedCrossRef McKinley B, Marvin R, Cocanour C et al (2000) Blunt trauma resuscitation: the old can respond. Arch Surg 135:688–695PubMedCrossRef
68.
go back to reference Velmahos G, Demetriades D, Shoemaker W et al (2000) Endpoints of resuscitation of critically injured patients: normal or supranormal? Ann Surg 232:409–418PubMedCrossRef Velmahos G, Demetriades D, Shoemaker W et al (2000) Endpoints of resuscitation of critically injured patients: normal or supranormal? Ann Surg 232:409–418PubMedCrossRef
69.
go back to reference Linn S, Levi L, Grunau P et al (2007) Effect measure modification and confounding of severe head injury mortality by age and multiple organ injury severity. Ann Epidemiol 1714:2–147 Linn S, Levi L, Grunau P et al (2007) Effect measure modification and confounding of severe head injury mortality by age and multiple organ injury severity. Ann Epidemiol 1714:2–147
70.
go back to reference Lackner C, Burghofer K, Stolpe E et al (2007) Prognostic value of routine parameters and laboratory parameters after major trauma. Der Unfallchirurg 4:307–319 [in German]CrossRef Lackner C, Burghofer K, Stolpe E et al (2007) Prognostic value of routine parameters and laboratory parameters after major trauma. Der Unfallchirurg 4:307–319 [in German]CrossRef
71.
go back to reference Eastridge B, Malone D, Holcomb J (2006) Early predictors of transfusion and mortality after injury: a review of the data-based literature. J Trauma 60:S20–S25PubMedCrossRef Eastridge B, Malone D, Holcomb J (2006) Early predictors of transfusion and mortality after injury: a review of the data-based literature. J Trauma 60:S20–S25PubMedCrossRef
72.
go back to reference Rixen D, Raum M, Bouillon B et al (2001) Predicting the outcome in severe injuries: An analysis of 2069 patients from the trauma register of the German Society of Traumatology (DGU). Unfallchirurg 104:230–239 (in German)PubMedCrossRef Rixen D, Raum M, Bouillon B et al (2001) Predicting the outcome in severe injuries: An analysis of 2069 patients from the trauma register of the German Society of Traumatology (DGU). Unfallchirurg 104:230–239 (in German)PubMedCrossRef
73.
go back to reference Matthes G, Seifert J, Bogatzki S et al (2005) Age and prognosis of polytrauma patients. Local tailoring of the DGU prognosis model. Unfallchirurg 108:288–292 (in German)PubMedCrossRef Matthes G, Seifert J, Bogatzki S et al (2005) Age and prognosis of polytrauma patients. Local tailoring of the DGU prognosis model. Unfallchirurg 108:288–292 (in German)PubMedCrossRef
74.
go back to reference Rixen D, Raum M, Bouillon B et al (2002) The base excess an a prognostic indicator in polytrauma patients. Anasthesiol Intensivmed Notfallmed Schmerzther 37:347–349 (in German)PubMedCrossRef Rixen D, Raum M, Bouillon B et al (2002) The base excess an a prognostic indicator in polytrauma patients. Anasthesiol Intensivmed Notfallmed Schmerzther 37:347–349 (in German)PubMedCrossRef
75.
go back to reference Burney R (2008) Editorial comment. J Trauma 65:634–635 Burney R (2008) Editorial comment. J Trauma 65:634–635
76.
go back to reference Teixeira P, Inaba K, Hadjizacharia P et al (2007) Preventable or potentially preventable mortality at a mature trauma center. J Trauma 63:1338–1347PubMedCrossRef Teixeira P, Inaba K, Hadjizacharia P et al (2007) Preventable or potentially preventable mortality at a mature trauma center. J Trauma 63:1338–1347PubMedCrossRef
77.
go back to reference Martin M, FitzSullivan E, Salim A et al (2006) Discordance between lactate and base deficit in the surgical intensive care unit: which one do you trust? Am J Surg 191:625–630PubMedCrossRef Martin M, FitzSullivan E, Salim A et al (2006) Discordance between lactate and base deficit in the surgical intensive care unit: which one do you trust? Am J Surg 191:625–630PubMedCrossRef
78.
go back to reference Holbrook T, Hoyt D, Anderson J (2001) The importance of gender on outcome after major trauma: functional and psychological outcomes in women versus men. J Trauma 50:270–273PubMedCrossRef Holbrook T, Hoyt D, Anderson J (2001) The importance of gender on outcome after major trauma: functional and psychological outcomes in women versus men. J Trauma 50:270–273PubMedCrossRef
79.
go back to reference Harbrecht BG, Peitzman AB, Rivera L et al (2001) Contribution of age and gender to outcome of blunt splenic injury in adults: multicenter study of the Eastern Association for the Surgery of Trauma. J Trauma 51:887–895PubMedCrossRef Harbrecht BG, Peitzman AB, Rivera L et al (2001) Contribution of age and gender to outcome of blunt splenic injury in adults: multicenter study of the Eastern Association for the Surgery of Trauma. J Trauma 51:887–895PubMedCrossRef
80.
go back to reference Haider A, Chang D, Efron D et al (2008) Race and insurance status as risk factors for trauma mortality. Arch Surg 143:945–949PubMedCrossRef Haider A, Chang D, Efron D et al (2008) Race and insurance status as risk factors for trauma mortality. Arch Surg 143:945–949PubMedCrossRef
81.
go back to reference Sacco W, Copes W, Bain LJ et al (1993) Effect of preinjury illness on trauma patient survival outcome. J Trauma 35:538–542PubMedCrossRef Sacco W, Copes W, Bain LJ et al (1993) Effect of preinjury illness on trauma patient survival outcome. J Trauma 35:538–542PubMedCrossRef
82.
go back to reference Osler T, Glance L, Buzas J et al (2008) A trauma mortality prediction model based on the anatomic injury scale. Ann Surg 247:1041–1048PubMedCrossRef Osler T, Glance L, Buzas J et al (2008) A trauma mortality prediction model based on the anatomic injury scale. Ann Surg 247:1041–1048PubMedCrossRef
83.
go back to reference Glance L, Osler T, Mukamel D et al (2009) Impact of statistical approaches for handling missing data on trauma center quality. Ann Surg 249:143–148PubMedCrossRef Glance L, Osler T, Mukamel D et al (2009) Impact of statistical approaches for handling missing data on trauma center quality. Ann Surg 249:143–148PubMedCrossRef
84.
go back to reference Newgard C (2006) The validity of using multiple imputation for missing out-of-hospital data in a state trauma registry. Acad Emerg Med 13:314–324PubMedCrossRef Newgard C (2006) The validity of using multiple imputation for missing out-of-hospital data in a state trauma registry. Acad Emerg Med 13:314–324PubMedCrossRef
85.
go back to reference Arbabi S, Jurkovich G, Wahl W et al (2004) A comparison of prehospital and hospital data in trauma patients. J Trauma 56:1029–1032PubMedCrossRef Arbabi S, Jurkovich G, Wahl W et al (2004) A comparison of prehospital and hospital data in trauma patients. J Trauma 56:1029–1032PubMedCrossRef
86.
go back to reference Clark D (1999) Comparing institutional trauma survival to a standard: current limitations and suggested alternatives. J Trauma 47:S92–S98PubMedCrossRef Clark D (1999) Comparing institutional trauma survival to a standard: current limitations and suggested alternatives. J Trauma 47:S92–S98PubMedCrossRef
Metadata
Title
In Search of Benchmarking for Mortality Following Multiple Trauma: A Swiss Trauma Center Experience
Authors
Ida Füglistaler-Montali
Corinna Attenberger
Philipp Füglistaler
Augustinus L. Jacob
Felix Amsler
Thomas Gross
Publication date
01-11-2009
Publisher
Springer-Verlag
Published in
World Journal of Surgery / Issue 11/2009
Print ISSN: 0364-2313
Electronic ISSN: 1432-2323
DOI
https://doi.org/10.1007/s00268-009-0193-1

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