Abstract
Purpose
To assess the incidence of undertriage in major trauma, its determinant, and association with mortality.
Methods
A multicentre retrospective cohort study was conducted using data from a French regional trauma registry (2011–2017). All major trauma (Injury Severity Score ≥ 16) cases aged ≥ 18 years and managed by a physician-led mobile medical team were included. Those transported to a level-II/III trauma centre were considered as undertriaged. Multivariable logistic regression was used to identify factors associated with undertriage.
Results
A total of 7110 trauma patients were screened; 2591 had an ISS ≥ 16 and 320 (12.4%) of these were undertriaged. Older patients had higher risk for undertriage (51–65 years: OR = 1.60, 95% CI [1.11; 2.26], p = 0.01). Conversely, injury mechanism (fall from height: 0.62 [0.45; 0.86], p = 0.01; gunshot/stab injuries: 0.45 [0.22; 0.90], p = 0.02), on-scene time (> 60 min: 0.62 [0.40; 0.95], p = 0.03), prehospital endotracheal intubation (0.53 [0.39; 0.71], p < 0.001), and prehospital focussed assessment with sonography [FAST] (0.15 [0.08; 0.29], p < 0.001) were associated with a lower risk for undertriage. After adjusting for severity, undertriage was not associated with a higher risk of mortality (1.22 [0.80; 1.89], p = 0.36).
Conclusions
In our physician-led prehospital EMS system, undertriage was higher than recommended. Advanced aged was identified as a risk factor highlighting the urgent need for tailored triage protocol in this population. Conversely, the potential benefit of prehospital FAST on triage performance should be furthered explored as it may reduce undertriage. Fall from height and penetrating trauma were associated with a lower risk for undertriage suggesting that healthcare providers should remain vigilant of the potential seriousness of trauma associated with low-energy mechanisms.
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Availability of data and materials
The datasets generated and analysed in the current study are not publicly available due to ethical restrictions on sharing a dataset because the data contain potentially identifying information. Further description or data analysis are available from the authors upon reasonable request at c.claustre@resuval.fr.
Abbreviations
- AIS:
-
Abbreviated injury scale
- EMS:
-
Emergency medical services
- FAST:
-
Focussed assessment with sonography for trauma
- GCS:
-
Glasgow coma scale
- ICU:
-
Intensive Care Unit
- ISS:
-
Injury severity score
- MMT:
-
Mobile medical team
- SAMU:
-
Service d’aide médicale d’urgence
- SMUR:
-
Service mobile d’urgence et de réanimation
References
Polites SF, Leonard JM, Glasgow AE, Zielinski MD, Jenkins DH, Habermann EB. Undertriage after severe injury among United States trauma centers and the impact on mortality. Am J Surg. 2018;216(4):813–8.
Rogers A, Rogers FB, Schwab CW, Bradburn E, Lee J, Wu D, et al. Increased mortality with undertriaged patients in a mature trauma center with an aggressive trauma team activation system. Eur J Trauma Emerg Surg. 2013;39(6):599–603.
Tignanelli CJ, Vander Kolk WE, Mikhail JN, Delano MJ, Hemmila MR. Noncompliance with American College of Surgeons Committee on Trauma recommended criteria for full trauma team activation is associated with undertriage deaths. J Trauma Acute Care Surg. 2018;84(2):287–94.
Mans S, Reinders Folmer E, de Jongh MA, Lansink KW. Direct transport versus inter hospital transfer of severely injured trauma patients. Injury. 2016;47(1):26–31.
American College of Surgeons, Committee on Trauma. Committee on Trauma. Resources for optimal care of the injured patient. Chicago: American College of Surgeons; 2014.
Najafi Z, Abbaszadeh A, Zakeri H, Mirhaghi A. Determination of mis-triage in trauma patients: a systematic review. Eur J Trauma Emerg Surg. 2019;45(5):821–39.
van Rein EAJ, van der Sluijs R, Houwert RM, Gunning AC, Lichtveld RA, Leenen LPH, et al. Effectiveness of prehospital trauma triage systems in selecting severely injured patients: Is comparative analysis possible? Am J Emerg Med. 2018;36(6):1060–9.
Alshibani A, Alharbi M, Conroy S. Under-triage of older trauma patients in prehospital care: a systematic review. Eur Geriatr Med. 2021;12(5):903–19.
Sturms LM, Driessen MLS, van Klaveren D, Ten Duis HJ, Kommer GJ, Bloemers FW, et al. Dutch trauma system performance: are injured patients treated at the right place? Injury. 2021;52(7):1688–96.
Schellenberg M, Benjamin E, Bardes JM, Inaba K, Demetriades D. Undertriaged trauma patients: who are we missing? J Trauma Acute Care Surg. 2019;87(4):865–9.
van Rein EAJ, Houwert RM, Gunning AC, Lichtveld RA, Leenen LPH, van Heijl M. Accuracy of prehospital triage protocols in selecting severely injured patients: a systematic review. J Trauma Acute Care Surg. 2017;83(2):328–39.
Staudenmayer K, Weiser TG, Maggio PM, Spain DA, Hsia RY. Trauma center care is associated with reduced readmissions after injury. J Trauma Acute Care Surg. 2016;80(3):412–6 (discussion 6-8).
MacKenzie EJ, Rivara FP, Jurkovich GJ, Nathens AB, Frey KP, Egleston BL, et al. A national evaluation of the effect of trauma-center care on mortality. N Engl J Med. 2006;354(4):366–78.
Bouzat P, Ageron Fo-X, Brun J, Levrat A, Berthet M, et al. A regional trauma system to optimize the pre-hospital triage of trauma patients. Crit Care. 2015;19(1):111.
Bouzat P, David JS, Tazarourte K. French regional trauma network: the Rhone-Alpes example. Br J Anaesthesia. 2015;114(6):1004–5.
Adnet F, Lapostolle F. International EMS systems: France. Resuscitation. 2004;63(1):7–9.
Southwest DTR, Van Ditshuizen JC, Sewalt CA, Palmer CS, Van Lieshout EMM, Verhofstad MHJ, et al. The definition of major trauma using different revisions of the abbreviated injury scale. Scan J Trauma Resusc Emerg Med. 2021;29(1):71.
Heymans MW EI Applied missing data analysis with SPSS and (R)Studio. https://bookdown.org/mwheymans/bookmi/. Accessed Mar 2022.
Collins LM, Schafer JL, Kam CM. A comparison of inclusive and restrictive strategies in modern missing data procedures. Psychol Methods. 2001;6(4):330–51.
Van Buuren S GOKM. Multivariate imputation by chained equations in R. J Stat Softw. [https://www.jstatsoft.org/article/view/v045i03. Accessed Mar 2022.
Heraud-Bousquet V, Larsen C, Carpenter J, Desenclos JC, Le Strat Y. Practical considerations for sensitivity analysis after multiple imputation applied to epidemiological studies with incomplete data. BMC Med Res Methodol. 2012;12:73.
Surgeons ACo. Trauma Co. Resources for optimal care of the injured patient. Chicago: American College of Surgeons, Committee on Trauma; 2014.
Voskens FJ, van Rein EAJ, van der Sluijs R, Houwert RM, Lichtveld RA, Verleisdonk EJ, et al. Accuracy of prehospital triage in selecting severely injured trauma patients. JAMA Surg. 2018;153(4):322.
**ang H, Wheeler KK, Groner JI, Shi J, Haley KJ. Undertriage of major trauma patients in the US emergency departments. Am J Emerg Med. 2014;32(9):997–1004.
Nakahara S, Matsuoka T, Ueno M, Mizushima Y, Ichikawa M, Yokota J, et al. Predictive factors for undertriage among severe blunt trauma patients: what enables them to slip through an established trauma triage protocol? J Trauma Injury Infect Crit Care. 2010;68(5):1044–51.
Amoako J, Evans S, Brown NV, Khaliqdina S, Caterino JM. Identifying predictors of undertriage in injured older adults after implementation of statewide geriatric trauma triage criteria. Acad Emer Med. 2019;26(6):648–56.
Goodmanson NW, Rosengart MR, Barnato AE, Sperry JL, Peitzman AB, Marshall GT. Defining geriatric trauma: When does age make a difference? Surgery. 2012;152(4):668–75.
Shifflette VK, Lorenzo M, Mangram AJ, Truitt MS, Amos JD, Dunn EL. should age be a factor to change from a level II to a level I trauma activation? J Trauma. 2010;69(1):88–92.
Bradburn E, Rogers FB, Krasne M, Rogers A, Horst MA, Belan MJ, et al. High-risk geriatric protocol: Improving mortality in the elderly. J Trauma Acute Care Surg. 2012;73(2):435–40.
Descamps C, Hamada S, Hanouz JL, Vardon-Bounes F, James A, Garrigue D, et al. Gunshot and stab wounds in France: descriptive study from a national trauma registry. Eur J Trauma Emerg Surg. 2021;48(5):3821–9.
Bieler D, Kollig E, Hackenberg L, Rathjen JH, Lefering R, Franke A. Penetrating injuries in Germany-epidemiology, management and outcome an analysis based on the TraumaRegister DGU®. Scand J Trauma Resusc Emerg Med. 2021;29(1):80.
Bäckman PB, Riddez L, Adamsson L, Wahlgren CM. Epidemiology of firearm injuries in a Scandinavian trauma center. Eur J Trauma Emerg Surg. 2020;46(3):641–7.
Stengel D, Rademacher G, Ekkernkamp A, Güthoff C, Mutze S. Emergency ultrasound-based algorithms for diagnosing blunt abdominal trauma. Cochrane Database of Syst Rev. 2015. https://doi.org/10.1002/14651858.CD004446.pub4.
de Jongh MAC, van Stel HF, Schrijvers AJP, Leenen LPH, Verhofstad MHJ. The effect of Helicopter Emergency Medical Services on trauma patient mortality in the Netherlands. Injury. 2012;43(9):1362–7.
Galvagno SM Jr, Thomas S, Stephens C, Haut ER, Hirshon JM, Floccare D, et al. Helicopter emergency medical services for adults with major trauma. In: Collaboration TC, editor., et al., Cochrane database of systematic reviews. Chichester: Wiley; 2013. p. CD009228.pub2.
Haas B, Gomez D, Zagorski B, Stukel TA, Rubenfeld GD, Nathens AB. Survival of the fittest: the hidden cost of undertriage of major trauma. J Am Coll Surg. 2010;211(6):804–11.
Acknowledgements
We thank Philip Robinson (DRS, Hospices Civils de Lyon) for help in the manuscript preparation as well as the local investigators of the trauma registry: Antoine Blum (Saint Vallier), Djamel Bekka (Privas), Eric Cesareo (Lyon), Patricia Trinquet (Vienne), Stéphane Blain (Ambérieu), Thomas Paita (Bourgoin-Jallieu), Johan Restier (Valence), Olivier Debas (Belley), Raphael Brilland (Tarare), Nicolas Roumestand (Montélimar), Xavier-Jean Taverna (HEH), Jean-Stéphane David (CHLS), Etienne Javouhey (HFME), Loïs Grattier (Valence), Frédéric Verbois (Villefranche-sur-Saone), Patrice Serre (Bourg-en-Bresse).
Funding
The authors did not receive any funding for this work. The trauma registry is funded by the Regional Agency for Health (ARS, Agence Régionale de Santé Auvergne Rhône-Alpes) and coordinated by the RESCUe-RESUVal. This research did not receive any specific grant.
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AB: literature search, study design, data collection, data interpretation, writing. LF, CC: study design, data analysis, critical revision. MH, ME, EM, VB: critical revision. EC, AG, JSD, CEK: data collection, critical revision. KT: Literature search, study design, data collection, data interpretation, writing.
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Benhamed, A., Fraticelli, L., Claustre, C. et al. Risk factors and mortality associated with undertriage after major trauma in a physician-led prehospital system: a retrospective multicentre cohort study. Eur J Trauma Emerg Surg 49, 1707–1715 (2023). https://doi.org/10.1007/s00068-022-02186-5
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DOI: https://doi.org/10.1007/s00068-022-02186-5