Triaging patients with serious head injury: results of a simulation evaluating strategies to bypass hospitals without neurosurgical facilities
Introduction
There has been considerable debate about whether patients with serious head trauma should be transported directly to a neurosurgical unit or indirectly after initial assessment and stabilisation at the nearest hospital, which may lack neurosurgical capability [1], [2], [3], [4], [5], [6], [7], [8], [9], [10].
Most of the earlier studies have taken a qualitative approach with no clear consensus on the best practice. The main benefit of direct transportation to the neurosurgical unit is that neurosurgical intervention can take place faster. A survival advantage has been attributed to early definitive care, [11], [12], [13], [14], [15] but if patients deteriorate during a longer journey to the neurosurgical unit, the consequences are potentially fatal. A major benefit of being taken directly to the nearest hospital is that intubation and ventilation can be performed more quickly, reducing the risk of hypoxic secondary insult. In addition, earlier treatment of other injuries, which themselves contribute directly to mortality, may reduce the risk of a secondary insult from hypotension. These benefits may be partly offset by the need for secondary transfer, which has been associated with detrimental health affects [16], [17], [18], [19], [20].
In 1988, a report from the Royal College of Surgeons of England [21] concluded that a scientific model was required to evaluate the process of trauma care, using injury severity measures. The aim of our study was to use mathematical simulation techniques to predict and compare patient outcome following different triage strategies based on the severity of the injuries suffered.
A modelling approach was undertaken for the following reasons.
- •
To evaluate the strategies within a short time period and limited costs. The model simulated a time period for which the costs of an observational study would be prohibitive. The advent of new technologies during an observational study may also render the original question redundant.
- •
To ensure that comparisons between triage strategies are valid by using the same cohort of patients. In an observational study, patients with different severities of head and other injuries may bias the results.
- •
To allow sensitivity analyses to be performed. Sensitivity analyses determine the influence of each variable upon the final outcome measure. This allows an insight of which variables are the most important and also where additional expenditure may be focussed in order to produce the maximum benefit.
- •
To not unnecessarily risk fatalities. Preliminary modelling work allows early rejection of strategies with poor predicted outcomes.
The authors chose a simulation approach rather than a logistic regression approach due to the large number of cases within the Keele database where data upon variables that were considered important were not available or not routinely recorded.
Section snippets
Geographical background
The study area is situated in the North West Midlands of UK. One of the six acute hospitals, the North Staffordshire Hospital (NSH) in Stoke-on-Trent, serves as a regional neurosurgical unit. The total neurosurgical catchment population is 1.7 million. The five surrounding hospitals can be considered in two groups; those in Leighton and Stafford, which are relatively close by, with a travel time of 20–25 min to the neurosurgical unit; and those in Burton, Telford and Shrewsbury, which are
Method
The model was constructed using Microsoft Excel and an add-in Monte-Carlo simulation program, Decisioneering Crystal Ball. It contained 185 variables of which only 8 could be populated from published literature. Eighty were populated from the Keele database and 31 from Staffordshire Ambulance records. The remaining 66 variables were estimated by either the team's clinician or ambulance staff. An overview of the factors contained within the model is given in Table 1. A listing of the most
Results
There were for hospitals far from the trauma centre, on average 2.27 deaths due to injuries in areas excluding the head, 22.83 deaths due to head injuries where neurosurgery was indicated, 10.38 deaths where neurosurgery was indicated and 65.34 survivors per 100 patients with serious or worse head injuries. For hospitals close to the NSH the number of survivors were 65.34 per 100 patients with similar distributions between end-states.
Thus, injuries other than a head injury were responsible for
Conclusions
The results of the computer simulation model suggest that the way in which patients are allocated to hospital following head injury affects outcome. Although no single strategy has been identified as superior to all others, the current policy of taking all serious head injuries to the nearest hospital was associated with a poorer predicted outcome as a result of delayed neurosurgical intervention. The five best triage strategies should be considered as potential improvements in clinical
Discussion
The need to develop a mathematical model to represent different triage pathways arose from our current lack of information about the processes of acute trauma care. It was inevitable that some variables in the model would have to be estimated using clinical judgement rather than populated from prospectively recorded information in trauma databases. While this limits the certainty of the conclusions, the sensitivity analyses indicate that the model is not unduly sensitive to these variables. The
References (26)
- et al.
Transfer of multiply-injured patients for neurosurgical opinion: a study of the adequacy of assessment and resuscitation
Injury
(1993) Trauma mortality in Orange County: the effect of implementation of a regional trauma system
Ann. Emerg. Med.
(1984)- et al.
Avoidable factors contributing to death of head injury patients in general hospitals in the Mersey Region
Lancet
(1981) - et al.
Early management of severe head injury in Northern Ireland
Injury
(1995) - et al.
Secondary insults during intrahospital transport of head-injured patients
Lancet
(1990) - et al.
The effect of regionalization upon the quality of trauma care as assessed by concurrent audit before and after institution of a trauma system: a preliminary report
J. Trauma
(1986) - et al.
Effectiveness of a regional trauma system in reducing mortality from major trauma: before and after
Br. Med. J.
(1998) - et al.
Effectiveness of regional trauma systems
Br. Med. J.
(1998) - et al.
Effectiveness of regional trauma systems
Br. Med. J.
(1998) Effectiveness of regional trauma systems
Br. Med. J.
(1998)
Quality of life after the trauma center
J. Trauma
A survey of secondary transfers of head injury patients in the South of England
Anaesthesia
Closed head injuries: where does the delay occur in the process of transfer to neurosurgical care?
Br. J. Neurosurg.
Cited by (8)
Transfer of emergency neurosurgical patients: when and how?
2007, Annales Francaises d'Anesthesie et de ReanimationThe Effects of Ambulance Diversion: A Comprehensive Review
2006, Academic Emergency MedicineCitation Excerpt :In this analysis, high AD was not associated with a change in mortality (0.460 vs. 0.464 deaths per 1,000 population).12 Three additional studies found no statistically significant association between transport times and increased mortality.44,51,52 However, these studies dealt only with a subpopulation of patients diverted because of specific clinical conditions to a specialized care center (trauma and neurosurgical), and not as a result of crowding.
The head injury transportation straight to neurosurgery (HITS-NS) randomised trial: A feasibility study
2016, Health Technology AssessmentEffective management of severe traumatic brain injury in a district hospital
2012, British Journal of NeurosurgeryRepublished paper: The implications of the NICE guidelines on neurosurgical management for all severe head injuries: systematic review
2010, Postgraduate Medical Journal