Expert-Performed Endotracheal Intubation-Related Complications in Trauma Patients: Incidence, Possible Risk Factors, and Outcomes in the Prehospital Setting and Emergency Department.
Traumatic injury is the leading cause of death and disability among young people and places a tremendous economic burden on society [1, 2]. Early and appropriate airway management is a vital lifesaving measure in severely injured patients  because airway compromise is a significant cause of poor outcomes in this population . Trauma patients have a very high risk of hemodynamic instability, restlessness, inadequate evaluation, and the need for cervical spine protection, all of which contribute to difficult ETI [5-9]. Ideally, this challenging procedure should be delegated to a skilled laryngoscopist who performs ETI frequently, such as an anesthesiologist. To better understand the risks of trauma airway management, it is important to clarify the incidence and associated factors of expert-performed ETI-related complications. However, past studies have not fully provided this information.
Previous studies have reported that trauma ETI can cause life-threating complications, including aspiration, misplacement of the endotracheal tube, hypoxemia, the need for an emergency surgical airway, and circulatory collapse [8, 9]. However, the degree to which these complications affect the outcomes of trauma patients is not well understood.
In our hospital emergency department (ED), airway management in severe trauma patients is primarily the responsibility of anesthesiologists. Our facility also runs a prehospital emergency medical unit staffed by the same anesthesiologists. This unique clinical arrangement allows us to investigate the incidence and possible risk factors of ETI-related complications in trauma patients treated in both the prehospital setting and the ED by laryngoscopists with "expert" status, as recently defined by Breckwoldt et al. . Using our trauma and quality assurance database, we also investigated how the occurrence of ETI-related complications affected the survival of trauma patients.
2. Materials and Methods
2.1. Ethical Approval and Consent to Participate. The study was approved by the Ethics Committee of Ohta Nishinouchi Hospital (no. 6_H27) on May 15, 2015. The committee waived the need for informed consent because the study was nonrandomized and assessed the clinical outcomes of routine practices.
2.2. Study Design and Setting. This retrospective observational study was conducted at a community hospital in a provincial Japanese city located approximately 200 km north of Tokyo. The hospital serves both as a teaching facility and as a referral medical center for a population of 538,000 inhabitants within an area of 2400 [km.sup.2]. Annually, the hospital receives > 5500 ambulances and > 1200 trauma patients with injuries of varying severity. At the hospital, the primary responsibility for airway management in severe trauma patients lies with ED physicians with a background in anesthesiology. The hospital also runs a prehospital emergency medical unit (doctor-car system) consisting of a trained ambulance driver, a nurse, and a senior physician whose specialty is anesthesiology. This physician-delivery system is dispatched to the scene in response to a request by the regional medical control center.
Anesthesiologists must have a minimum of 4 years of clinical experience before they are allowed to work in the ED or the prehospital emergency medical unit. Each anesthesiologist performs approximately 300 ETIs per year in the operating room. Operating room cases cover the full spectrum of difficult airway situations, including head and neck surgery, pediatric anesthesia, and differential lung ventilation.
2.3. Participants and Data Sources. This study included all trauma patients who underwent emergency ETI in either the prehospital or the ED setting from January 1, 2007, to January 1, 2017. The exclusion criteria were as follows: patients who received ongoing cardiopulmonary resuscitation at initial contact, patients who received a surgical airway as an initial intubation attempt, and patients who were transported to our hospital from other facilities. In Japan, paramedics are not permitted to perform ETI except in cases of cardiopulmonary arrest. Therefore, this study did not include trauma patients who received ETI performed by paramedics. The data were collected from a trauma and quality assurance electronic database, medical records, and nursing records. Our facility maintains a rigorous peer-review process to ensure the quality of our trauma practice. Life-threatening ETI-associated complications, such as cardiac arrest after an ETI attempt, failed intubation salvaged by emergency surgical airway, and esophageal intubation with delayed recognition, occurring in either the prehospital or ED setting, are peer-reviewed, confirmed by experienced anesthesiologists, and recorded in the quality assurance database.
The database also records injury severity according to the Abbreviated Injury Scale (AIS) for each body region , the Injury Severity Score (ISS) , the Revised Trauma Score (RTS) , and the probability of survival (Ps), which is based on the Trauma and Injury Severity Scores method [14, 15]. These parameters were scored without delay by one of the authors (KS). Comorbidity was described using the Charlson comorbidity index .
Our department uses a structured medical record that includes the patient's age, sex, initial vital signs, time from the emergency call to scene arrival, time from scene departure to the ED, past medical history, detailed history of the present condition, physical examination, laboratory data, radiological findings, final diagnosis, patient disposition, and any complications. As specified in the guidelines of several professional anesthesiology societies [17,18], our department mandates documentation of the details of airway difficulty in the medical record to provide relevant information on ETI-related complications. All physicians who participate in the management of trauma patients are required to complete the form immediately; an ED director at our hospital (KS) checks all medical records at the earliest possible opportunity to verify the completeness and reliability of the data. Nursing records include information on the laryngoscopist, the number of ETI attempts, the medication used to facilitate ETI, and the patient's vital signs before and after ETI attempts. The ETI procedure and the choice of drugs to facilitate ETI are at the discretion of the participating anesthesiologist. A standard operating procedure for ETI , such as unified equipment set-up, pre-ETI assessment, and postintubation care with end-tidal C[O.sub.2] detection, has not yet been established in our facility. Correct endotracheal tube placement is verified based on clinical findings, such as tube fogging, chest rise, and auscultation, with secondary confirmation by capnometry performed at the discretion of the attending physician. In our ED, a chest X-ray or computed tomography scan is routinely performed after tube placement to detect mainstem bronchus intubation. For consistency with our own studies and those of other researchers [20, 21], off hours were defined as the period from 6:01 PM to 8:00 AM on weekdays plus the entire weekend.
2.4. Definition of Endotracheal Intubation-Related Complications. ETI-associated complications were defined as hypoxemia, esophageal intubation with delayed recognition, cardiac arrest immediately after ETI attempt, recorded regurgitation, ETI failure rescued by emergency surgical airway, dental trauma, cuff leak requiring intubation, or mainstem bronchus intubation. Hypoxemia was defined as a decline in pulse oximetry saturation > 10% from baseline during ETI attempts, not resulting from esophageal intubation [21-24]. Esophageal intubation with delayed recognition was defined as misplacement of the endotracheal tube in the upper esophagus or hypopharynx, with time elapsed and desaturation (> 10% decline in pulse oximetry saturation) also recorded . Recorded regurgitation was defined as the immediate peri-induction regurgitation of gastric contents at the glottis opening or in the endotracheal tube, clearly documented in the ED or nursing records [21-24]. Cardiac arrest immediately after an ETI attempt included asystole, bradycardia, or dysrhythmia in a patient without a measurable blood pressure and requiring cardiopulmonary resuscitation during or immediately after the ETI attempt [21-24]. If ETI was impossible after anesthesia induction and a salvage surgical technique was required, then the event was classified as ETI failure rescued by emergency surgical airway [21, 25]. Previous studies have included hemodynamic parameters, such as hypertension and hypotension, in the definition of ETI-related complications [22-24]. However, we chose to exclude hemodynamic data because hemodynamic perturbations resulting from ETI are difficult to distinguish from those arising from underlying trauma-based etiologies [26, 27].
2.5. Objectives of the Study. The main objective of the study was to clarify the incidence and possible risk factors of ETI-related complications in patients with trauma. The secondary aim was to assess how ETI-related complications affect the survival of trauma patients.
2.6. Statistical Analysis. To achieve the study goals, we first evaluated differences in the baseline clinical characteristics of trauma patients who experienced ETI-related complications versus those who did not. Differences in continuous variables were compared with Student's t-test or Mann-Whitney U-test for normally and non-normally distributed data, respectively, after applying the Shapiro-Wilk test for normality. Differences in categorical variables were compared with a chi-squared test followed by residual analysis.
Next, univariable and multivariable logistic regression models were established to detect independent risk factors for ETI-related complications. Imbalanced characteristics between patients with versus without ETI-related complications (variables with P < 0.15 in Table 2; see Results), such as the location in which ETI was performed, use of rapid-sequence intubation technique, patient sex, ISS, GCS, heart rate, pulse oximetry saturation, and need for three or more ETI attempts, were included as independent variables in the logistic regressions.
Finally, to clarify whether ETI-related complications decreased the survival of injured patients independently of age, sex, ISS, GCS, and off-hours admission, additional logistic regression models were constructed. A set of these variables was chosen a priori based on previous information [12, 28-30] and biological plausibility.
In all logistic regression models, a variance inflation factor was used to detect multicollinearity. The models' goodness of fit and discrimination ability were confirmed with the Hosmer-Lemeshow test and the c statistic, respectively. All statistical analyses were performed with SPSS Statistics for Windows, version 22.0 (IBM Corp., Armonk, NY, USA). A P value < 0.05 was considered statistically significant.
During the 120-month study period, 12,705 trauma patients were brought to the ED, of whom 794 required ETI in the prehospital or ED setting (Figure 1). Of these, we excluded 223 patients who received ongoing cardiopulmonary resuscitation, 30 patients who were transported from other facilities, and four patients who underwent initial airway management by emergency surgery. The remaining 537 patients were included in the analysis. Of these patients, 137 (25.5%) received ETI in a prehospital setting and 400 (74.5%) in the ED (Figure 1). Complete records were available for all patients and no data were missing from the analyses.
3.1. Incidence of Endotracheal Intubation-Related Complications. Table 1 shows details of ETI-related airway complications in prehospital and ED settings. Overall, 23.5% of the study population experienced at least one ETI-associated complication, of which mainstem bronchus intubation was the most common.
3.2. Possible Risk Factors for Endotracheal Intubation-Related Complications. Table 2 compares the clinical demographics of patients who experienced ETI-related complications versus those who did not. Patients who experienced ETI-related complications were more likely to have higher scores for anatomic severity scales (ISS, P = 0.005; AIS head or neck, P = 0.036), lower scores for physiological severity scales (GCS, P < 0.001; RTS, P < 0.001), and higher heart rate (P = 0.011) than those without complications. The occurrence of ETI-related complications was significantly higher in the prehospital setting (crude OR, 1.75; 95% CI, 1.13-2.70; P = 0.011) and in patients who needed three or more ETI attempts (crude OR, 21.53; 95% CI, 4.75-97.6; P < 0.001). Rapid-sequence intubation technique was used in 34.9% of patients who experienced airway complications and in 51.1% of patients who did not.
Imbalanced characteristics (variables in Table 2 with P < 0.15) were entered into a multivariable model, which revealed that the independent predictors of ETI-related complications in injured patients were GCS (adjusted odds ratio [AOR], 0.93; 95% confidence interval [CI], 0.88-0.98; P = 0.009), heart rate (AOR, 1.01; 95% CI, 1.00-1.02; P = 0.023), and three or more ETI attempts (AOR, 15.71; 95% CI, 3.37-73.2; P < 0.001) (Table 3). The Hosmer-Lemeshow test verified the good fit of this model (P = 0.139); the c statistic for this logistic model was 0.704, suggesting acceptable discrimination. The use of rapid-sequence intubation technique was associated with a lower risk of airway-related complications on crude analysis (crude OR, 0.51; 95% CI, 0.34-0.78; P = 0.002). A similar association remained on adjusted analysis, although it did not reach statistical significance (AOR, 0.67; 95% CI, 0.41-1.08; P = 0.099).
3.3. Endotracheal Intubation-Related Complications Independently Worsened the Survival of Trauma Patients. A second multivariable logistic regression analysis showed that ETI-related complications decreased the likelihood of survival of trauma patients (AOR, 0.60; 95% CI, 0.38-0.95; P = 0.030), independently of age, male sex, ISS, GCS, and off-hours presentation (Table 4). The Hosmer-Lemeshow test verified the good fit of this model (P = 0.161); the c statistic for this logistic model was 0.784, suggesting acceptable discrimination.
In this study of trauma patients who underwent expert-performed ETI for airway compromise, severe complications were common and were associated with low GCS, elevated heart rate, and the need for three or more ETI attempts. We also found that ETI-related complications decreased the likelihood of survival of trauma patients, independently of age, sex, anatomic severity, and physiological severity.
Our data showed that even laryngoscopists with expert status  may frequently be confronted with severe ETI-related complications in both the prehospital and ED settings. Our results suggest that trauma airway management carries a very high risk; therefore, our findings serve as a caution to healthcare professionals involved in this procedure. Although this study did not directly address this issue, we believe that the experience of the laryngoscopist should be considered when performing ETI in injured patients. Previous studies have indicated that prehospital ETI performed by paramedics with limited experience results in twice the rate of esophageal intubation as ETI performed by experienced physicians [31-34]. Reported overall prehospital ETI success rates in patients with trauma are 68% for paramedics  and 99.3% for trauma anesthesiologists . This ETI success rate for anesthesiologists was comparable with our data (98.7% success rate). A previous study  and a recent metaanalysis  also showed that the provider's degree of ETI experience significantly influenced the outcomes of injured patients. In addition, Paal et al.  and the Scandinavian Society for Anaesthesiology and Intensive Care Medicine  recommend that ETI in high risk populations should be delegated to skilled laryngoscopists.
We also found that low GCS, elevated heart rate, and multiple ETI attempts were potential risk factors for ETI-related complications. Higher heart rate and lower GCS may reflect the lower physiological reserve of injured patients, which predisposes them to airway-related complications. Our findings highlight the need for care providers to be especially vigilant in treating such patients.
Consistent with previous reports [23, 24, 27], repeated attempts at laryngoscopy were associated with ETI-related complications in our trauma cohort. This finding supports the use of strategies to limit the number of laryngoscopy attempts and maximize first-pass laryngoscopy success when performing ETI, such as optimal positioning and use of airway management adjuncts (e.g., gum elastic bougie or video laryngoscopy) .
Crude analysis in the present study showed that the use of rapid-sequence intubation technique was associated with a lower risk of airway-related complications in injured patients. A similar association remained after adjustment for injury and physiological severity, although it did not reach statistical significance. Previous studies have documented the associations between the use of rapid-sequence intubation and high ETI success rates [22, 39-41] and low complication rates . Our data corroborate these findings and expand them to include a different patient population and practice setting. Along with the existing literature, our findings support the current practice guideline [43,44], which recommends rapid-sequence intubation as the initial method of emergency airway management in most trauma patients.
Finally, we found that ETI-related complications decreased the likelihood of survival of trauma patients, independently of anatomic severity and physiological reserve, in both the prehospital setting and the ED. Therefore, all healthcare professionals should be aware that any airway-related complication increases the risk of further harm in trauma patients. Although this study was unable to confirm the hypothesis, it is possible that a considerable proportion of observed complications might have been avoided. Jaber et al.  recently reported that the introduction of an "intubation bundle," including preoxygenation, rapid-sequence intubation, and capnography to verify correct tube placement, significantly decreased the number of ETI-related complications in critically ill patients. In many Japanese EDs, including our own, procedural preferences for ETI vary greatly  and a standardized procedure is lacking. To reduce ETI-related complications, a standard operating procedure  for ETI in trauma patients should be implemented (e.g., unified equipment set-up, rapid-sequence intubation, and postintubation care with end-tidal CO2 detection) in both the prehospital setting and ED. We believe that implementing standardized procedures will improve the outcomes of trauma patients.
4.1. Limitations and Strengths. This study had three major limitations. First, its retrospective nature may have increased the risk of bias, including self-reporting and diagnostic biases. Despite the use of structured medical records and a quality assurance database that captured all severe ETI-related complications occurring in both prehospital and ED settings, ETI complications may have been missed, underestimated, or misclassified.
Second, although multivariable logistic regression analysis indicated that GCS, heart rate, and the need for three or more ETI attempts were potential risk factors for ETI-related complications, there may have been other, unknown confounders for ETI-related complications, as can occur in any observational study. For example, board certification in anesthesiology of the operators and the use of a video laryngoscope [47, 48] or capnometry  may have affected the rate of ETI success and ETI-related complications. However, our database did not record these variables. There were also substantial differences in characteristics between patients who experienced airway-related complications and those who did not. Although we rigorously adjusted for these differences to detect independent predictors of airway-related complications, there remains a risk of incomplete adjustment. For example, ISS has been shown to underestimate multiple severe injuries within the same body region . It might have been useful to use the new ISS (the sum of squares of the three most severe injuries, regardless of the body regions injured)  instead of the ISS; however, we did not record this variable.
Third, while our ED is typical of a Japanese teaching hospital, as with any single-center study, it may not be possible to extrapolate our findings to other medical institutions, especially those in other countries.
Despite these limitations, this study also had several strengths. First, our study clarified the incidence and risk factors for ETI-related complications in trauma patients when expert laryngoscopists performed ETI in the ED and prehospital settings. Our hospital's anesthesiologists have long been in charge of trauma airway management in both locations. To the best of our knowledge, past studies have not provided such information. Second, because we used structured ED records and our department has a rigorous peer-review process supervised by its director, there were no missing data. We therefore believe that our studyprovides an accurate depiction of advanced airway management by expert laryngoscopists in trauma patients in prehospital and ED settings.
In this study of trauma patients who underwent expert-performed ETI for airway compromise, severe ETI-related adverse events were common and were associated with low GCS, elevated heart rate, and repeated ETI attempts. The occurrence of these airway-related complications decreased the likelihood of survival of injured patients, independently of anatomic severity and physiological reserve. These data have implications for the practice of airway management in trauma patients in the prehospital setting and ED.
All data relevant to the study are included in this published article. Further datasets analyzed during the study are available from the corresponding author on reasonable request.
The current affiliation of Takeyasu Kakamu is Section of Environment and Radiation, International Agency for Research on Cancer, 150 Cours Albert Thomas, 69372 Lyon CEDEX 08, France.
Conflicts of Interest
The authors have no conflicts of interest to declare.
The authors wish to thank their colleagues at Ohta Nishinouchi Hospital for data acquisition. They also thank Nozomi Ono, M.D. (Department of Psychiatry, Hoshigaoka Hospital, Koriyama, Japan), for assistance in reviewing the manuscript and Anne M. O'Rourke, Ph.D., and Rebecca Tollefson, D.V.M., from Edanz Group (http://www .edanzediting.com/ac) for editing drafts of this manuscript.
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Yuko Ono [ID], (1,2,3) Takeyasu Kakamu, (4) Hiroaki Kikuchi, (1) Yusuke Mori, (1) Yui Watanabe, (1) and Kazuaki Shinohara (1)
(1) Department of Anesthesiology, Ohta General Hospital Foundation, Ohta Nishinouchi Hospital, 2-5-20 Nishinouchi, Koriyama City, Fukushima 963-8558, Japan
(2) Emergency and Critical Care Medical Center, Fukushima Medical University Hospital, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
(3) Department of Pharmacology, School of Medicine, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
(4) Department of Hygiene and Preventive Medicine, School of Medicine, Fukushima Medical University, 1 Hikarigaoka, Fukushima City, Fukushima 960-1295, Japan
Correspondence should be addressed to Yuko Ono; firstname.lastname@example.org
Received 30 January 2018; Revised 19 April 2018; Accepted 16 May 2018; Published 10 June 2018
Academic Editor: Selim Suner
Caption: Figure 1: Flow chart showing the selection process for injured patients who underwent ETI in prehospital or emergency department setting. ED emergency department, ETI endotracheal intubation.
Table 1: Details of airway-related complications in injured patients who underwent ETI in prehospital or emergency department setting. N = 537 n (%) At least one complication 126 (23.5) Hypoxemia 25 (4.7) Esophageal intubation with delayed recognition 9 (1.7) Cardiac arrest immediately after ETI attempt 17 (3.2) Recorded regurgitation 27 (5.0) ETI failure rescued by emergency surgical airway 7 (1.3) Dental trauma 8 (1.5) Cuff leak requiring reintubation 5 (0.9) Mainstem bronchus intubation 46 (8.6) Data are expressed as n (%). ETI: endotracheal intubation. Table 2: Demographic characteristics of trauma patients, according to occurrence of ETI-related complications. Number of ETI- related complications [greater than or equal to] 1 (n =126) Age, years 59 (32-74) Male, n (%) 80 (63.5) Etiology of trauma, n (%) Blunt injury 102 (81.0) Penetrating injury 7 (5.6) Burn 17 (13.5) Anatomic parameters AIS Head or neck 3 (0-5) Face 0 (0-1) Chest 3 (0-4) Abdomen or pelvic contents 0 (0-2) Extremities or pelvic girdle 2 (0-3) External 0 (0-0) ISS 36 (25-45) Physiological parameters GCS 8 (3-12) Initial recorded vital signs Systolic blood pressure, mmHg (mean [SD]) 126 (41) Heart rate, beats/min 101 (85-120) Shock index 0.8 (0.6-1.1) Respiratory rate, breaths/min 24 (20-30) Pulse oximetry saturation, % 100 (95-100) RTS 5.9 (4.2-6.9) Ps, % 59.0 (18.8-85.4) Charlson comorbidity index 0 (0-1) Off-hours presentation (a), n (%) 76 (60.3) Emergency operation, n (%) 54 (42.9) Prehospital ETI 43 (34.1) Prehospital times From emergency call to scene arrival, min 9 (7-13) From scene arrival to departure, min 12 (7-19) From scene departure to hospital arrival, min 12 (8-22) Total prehospital time, min 37 (27-57) Characteristics of ETI Three or more ETI attempts 12 (9.5) ETI method Without medication 45 (35.7) * Sedative/analgesic only 28 (22.2) Paralytic agent only 9 (7.1) Rapid sequence intubation technique 44 (34.9) ** Hospital length of stay, days 42 (12-63) Number of ETI- related complications 0 (n =411) Age, years 60 (37-73) Male, n (%) 291 (70.8) Etiology of trauma, n (%) Blunt injury 327 (79.6) Penetrating injury 25 (6.1) Burn 59 (14.4) Anatomic parameters AIS Head or neck 2 (0-5) Face 0 (0-1) Chest 3 (0-4) Abdomen or pelvic contents 0 (0-2) Extremities or pelvic girdle 1 (0-3) External 0 (0-0) ISS 29 (22-42) Physiological parameters GCS 12 (6-14) Initial recorded vital signs Systolic blood pressure, mmHg (mean [SD]) 125 (40) Heart rate, beats/min 92 (78-116) Shock index 0.8 (0.6-1.0) Respiratory rate, breaths/min 22 (18-30) Pulse oximetry saturation, % 100 (98-100) RTS 6.5 (5.1-7.8) Ps, % 80.9 (40.4-95.0) Charlson comorbidity index 0 (0-1) Off-hours presentation (a), n (%) 246 (59.9) Emergency operation, n (%) 204 (49.6) Prehospital ETI 94 (22.9) Prehospital times From emergency call to scene arrival, min 10 (7-13) From scene arrival to departure, min 12 (7-21) From scene departure to hospital arrival, min 14 (8-24) Total prehospital time, min 38 (27-59) Characteristics of ETI Three or more ETI attempts 2 (0.5) ETI method Without medication 90 (21.9) ** Sedative/analgesic only 80 (19.5) Paralytic agent only 31 (7.5) Rapid sequence intubation technique 210 (51.1) * Hospital length of stay, days 43 (19-79) P value Age, years 0.864 Male, n (%) 0.121 Etiology of trauma, n (%) 0.499 Blunt injury Penetrating injury Burn Anatomic parameters AIS Head or neck 0.036 Face 0.288 Chest 0.665 Abdomen or pelvic contents 0.526 Extremities or pelvic girdle 0.870 External 0.679 ISS 0.005 Physiological parameters GCS < 0.001 Initial recorded vital signs Systolic blood pressure, mmHg (mean [SD]) 0.916 Heart rate, beats/min 0.011 Shock index 0.267 Respiratory rate, breaths/min 0.072 Pulse oximetry saturation, % 0.128 RTS < 0.001 Ps, % < 0.001 Charlson comorbidity index 0.579 Off-hours presentation (a), n (%) 0.926 Emergency operation, n (%) 0.183 Prehospital ETI 0.011 Prehospital times From emergency call to scene arrival, min 0.877 From scene arrival to departure, min 0.96 From scene departure to hospital arrival, min 0.473 Total prehospital time, min 0.652 Characteristics of ETI Three or more ETI attempts < 0.001 ETI method 0.005 Without medication Sedative/analgesic only Paralytic agent only Rapid sequence intubation technique Hospital length of stay, days 0.550 Data are expressed as the median (interquartile range) unless otherwise indicated. AIS: Abbreviated Injury Scale, ED: emergency department, ETI: endotracheal intubation, GCS: Glasgow Coma Scale Score, ISS: Injury Severity Score, Ps: probability of survival, RTS: Revised Trauma Score, SD: standard deviation. (a) 6:01 PM to 8:00 AM on weekdays plus all weekend hours. * Adjusted standardized residual > 1.96, ** adjusted standardized residual < -1.96. Table 3: Logistic regression models for occurrence of airway-related complications in injured patients. Univariable analysis Crude OR (95% CI) P value Prehospital ETI 1.75 (1.13-2.70) 0.011 Male 0.72 (0.47-1.09) 0.121 Rapid-sequence intubation 0.51 (0.34-0.78) 0.002 AIS head or neck 1.10 (1.00-1.21) 0.041 ISS 1.02 (1.01-1.03) 0.002 GCS 0.90 (0.86-0.95) < 0.001 RTS 0.82 (0.73-0.92) 0.001 Ps 0.33 (0.18-0.58) < 0.001 Heart rate 1.01 (1.00-1.02) 0.022 Respiratory rate 1.01 (0.99-1.03) 0.230 Three or more ETI attempts 21.53 (4.75-97.6) < 0.001 Pulse oximetry saturation 1.00 (0.99-1.00) 0.389 Multivariable analysis (a) AOR (95% CI) P value Prehospital ETI 0.99 (0.58-1.66) 0.955 Male 0.64 (0.41-1.01) 0.053 Rapid-sequence intubation 0.67 (0.41-1.08) 0.099 AIS head or neck -- -- ISS 1.01 (1.00-1.02) 0.161 GCS 0.93 (0.88-0.98) 0.009 RTS -- -- Ps -- -- Heart rate 1.01 (1.00-1.02) 0.023 Respiratory rate 1.01 (0.99-1.04) 0.203 Three or more ETI attempts 15.71 (3.37-73.2) < 0.001 Pulse oximetry saturation 1.00 (0.99-1.01) 0.733 AIS: Abbreviated Injury Scale, AOR: adjusted odds ratio, CI: confidence interval, ED: emergency department, ETI: endotracheal intubation, GCS: Glasgow Coma Scale Score, ISS: Injury Severity Score, OR: odds ratio, Ps: probability of survival, RTS: Revised Trauma Score. (a) Adjustment for all variables included in the table. The patient group that did not experience ETI-related complication was the reference set. Good fit was verified with the Hosmer-Lemeshow test (P = 0.139). The c statistic for the model was 0.704. "AIS head or neck" was not used as an explanatory variable because of its strong correlation with GCS. RTS is a weighted physiological scoring system consisting of the GCS, systolic blood pressure, and respiratory rate. Therefore, RTS was not included as an explanatory variable in this model. Ps was not included because it is calculated from ISS, RTS, and age. Table 4: Logistic regression models of factors associated with survival in trauma patients who received ETI in the prehospital setting or ED. Univariable analysis Crude OR (95% CI) P value ETI-related adverse events 0.46 (0.31-0.69) < 0.001 Age 0.98 (0.97-0.99) < 0.001 Male 1.06 (0.73-1.55) 0.744 ISS 0.95 (0.94-0.97) < 0.001 GCS 1.18 (1.13-1.23) < 0.001 Off-hours (b) presentation 0.87 (0.61-1.24) 0.439 Multivariable analysis (a) AOR (95% CI) P value ETI-related adverse events 0.60 (0.38-0.95) 0.030 Age 0.98 (0.97-0.98) < 0.001 Male 0.95 (0.61-1.47) 0.814 ISS 0.96 (0.95-0.97) < 0.001 GCS 1.16 (1.10-1.21) < 0.001 Off-hours (b) presentation 0.74(0.49-1.13) 0.160 ETI-related complications independently worsened the survival of trauma patients. AOR: adjusted odds ratio, CI: confidence interval, ED: emergency department, ETI: endotracheal intubation, GCS: Glasgow Coma Scale Score, ISS: Injury Severity Score, OR: odds ratio. (a) Adjustment for all variables included in the table. Good fit was verified with the Hosmer-Lemeshow test (P = 0.161). The c statistic for the model was 0.784. (b) 6:01 PM to 8:00 AM on weekdays plus all weekend hours.
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|Title Annotation:||Research Article|
|Author:||Ono, Yuko; Kakamu, Takeyasu; Kikuchi, Hiroaki; Mori, Yusuke; Watanabe, Yui; Shinohara, Kazuaki|
|Publication:||Emergency Medicine International|
|Date:||Jan 1, 2018|
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