| Literature DB >> 34278376 |
Sunayana Moriarty1, Nathan Brown2,3, Michael Waller4, Kevin Chu2,3.
Abstract
OBJECTIVES: The objective of this study was to determine if vehicle rollover in a motor vehicle crash is an independent predictor of major injury.Entities:
Keywords: crash mechanism; major injury; major trauma; mechanism of injury; motor vehicle accidents; pre‐hospital care; road traffic crashes; rollover crashes; trauma team activation; trauma triage
Year: 2021 PMID: 34278376 PMCID: PMC8275821 DOI: 10.1002/emp2.12470
Source DB: PubMed Journal: J Am Coll Emerg Physicians Open ISSN: 2688-1152
FIGURE 1Study sample. †Non‐passenger vehicles included tractors, evacuators, and ride‐on lawn mowers. ‡Included 7 (0.3%) patients who presented twice in separate crashes on separate days. §Rollover without planar impact, ejection, entrapment, or encapsulation. ¶Rollover with planar impact, ejection, entrapment, or encapsulation
Demographics, prehospital vital signs, and emergency department trauma team activation in 2446 patients from motor vehicle crashes between 2012 and 2016, classified by whether the crash involved a vehicle rollover
| Vehicle rollover | ||||
|---|---|---|---|---|
| Total, N = 2446 | Isolated or mixed mechanism, N = 423 | None, N = 2023 |
| |
| Demographics | ||||
| Age, median (IQR), year | 34 (24–53) | 28 (21–44) | 36 (24–54) | <0.001 |
| Male, n (%) | 1277 (52.2) | 266 (62.9) | 1011 (50.0) | <0.001 |
| Prehospital vital signs, n (%) | ||||
| Respiration >30 per minute | 51 (2.3) | 13 (3.4) | 38 (2.1) | 0.142 |
| Heart rate >130 or <50 per minute | 89 (4.0) | 17 (4.2) | 72 (3.9) | 0.776 |
| Systolic BP <100 mmHg | 121 (5.5) | 19 (4.8) | 102 (5.6) | 0.505 |
| GCS score ≤9 | 79 (3.4) | 18 (4.4) | 61 (3.2) | 0.232 |
| Composite vital signs, n (%) | ||||
| Any abnormal vital sign (R, HR, SBP, GCS) | 277 (12.8) | 52 (13.4) | 225 (12.6) | 0.670 |
| ED trauma team activation, n (%) | 0.053 | |||
| Trauma respond | 115 (4.7) | 21 (5.0) | 94 (4.7) | |
| Trauma alert | 2057 (84.1) | 348 (82.3) | 1709 (84.5) | |
| None | 274 (11.2) | 54 (12.8) | 220 (10.9) | |
Isolated = motor vehicle crash with rollover but no planar impact, ejection, entrapment, or encapsulation. Mixed mechanism = motor vehicle crash with rollover and 1 or >1 of the following: planar impact, ejection, entrapment, and encapsulation. None = motor vehicle crash without a rollover. Percentages shown differ from the percentages of column totals (n/N) because of missing data. BP, blood pressure; ED, emergency department; GCS, Glasgow Coma Scale; IQR, interquartile range.
Chi‐square test for comparison between vehicle rollover groups.
Outcomes for 2446 patients from motor vehicle crashes between 2012 and 2016, classified by whether vehicle rollover occurred in isolation to other crash mechanisms, in combination with other crash mechanisms, or not at all
| Vehicle rollover | ||||
|---|---|---|---|---|
| Outcome | Isolated, N = 196; n (%) | Mixed mechanism, N = 227; n (%) | None, N = 2023; n (%) |
|
| ISS >15 | 16 (8.4) | 48 (21.6) | 209 (10.5) | <0.001 |
| Major surgery | 4 (2.0) | 24 (10.6) | 69 (3.4) | <0.001 |
| ICU admission | 13 (6.6) | 43 (18.9) | 182 (9.0) | <0.001 |
| Death in hospital | 2 (1.0) | 3 (1.3) | 25 (1.2) | 0.957 |
| Major injury | 18 (9.5) | 61 (27.5) | 274 (13.8) | <0.001 |
Isolated = motor vehicle crash with rollover but no planar impact, ejection, entrapment, or encapsulation. Mixed mechanism = motor vehicle crash with rollover and 1 or >1 of the following: planar impact, ejection, entrapment, or encapsulation. None = motor vehicle crash without a rollover. ISS, injury severity score.
Chi‐square test for comparison between groups.
ISS was missing in 50 (2%) patients: 6 patients with isolated rollovers, 5 patients with mixed‐mechanism rollovers, and 39 patients without rollovers. Percentages shown differ from the percentages of column totals (n/N) because of missing data.
Patients were classified with major injury if they had ISS >15 (n = 273) or had ISS ≤15 and at least 1 other major outcome (n = 79) or had a missing ISS and at least 1 other major outcome (n = 1). Where ISS was missing, and there were no other major outcomes, “major injury” was also indicated as missing. This occurred in 49 (2%) patients: 6 patients with isolated rollovers, 5 patients with mixed‐mechanism rollovers, and 38 patients without rollovers.
Univariate associations between covariates and major injury
| Covariate | Proportion with major injury (%) | Unadjusted OR (95% CI) |
|
|---|---|---|---|
| Rollover | |||
| Yes | 79/412 (19.2) | 1.48 (1.11–1.97) | 0.005 |
| No | 274/1985 (13.8) | 1 (Reference) | |
| Entrapped | |||
| Yes | 77/129 (59.7) | 10.7 (7.24–515.8) | <0.001 |
| No | 276/2268 (12.2) | 1 (Reference) | |
| Death on scene | |||
| Yes | 27/54 (50.0) | 6.19 (3.44–11.1) | <0.001 |
| No | 326/2343 (13.9) | 1 (Reference) | |
| Ejected | |||
| Yes | 36/81 (44.4) | 5.04 (3.11–8.13) | <0.001 |
| No | 317/2316 (13.7) | 1 (Reference) | |
| Encapsulated | |||
| Yes | 63/175 (36.0) | 3.75 (2.64–5.28) | <0.001 |
| No | 290/2222 (13.1) | 1 (Reference) | |
| High speed (>60 kph | |||
| Yes | 108/346 (31.2) | 3.35 (2.54–4.38) | <0.001 |
| No | 245/2051 (12.0) | 1 (Reference) | |
| Seat belt | |||
| Not worn | 45/131 (34.4) | 3.33 (2.22–4.93) | <0.001 |
| Worn | 308/2266 (13.6) | 1 (Reference) | |
| Airbag not deployed | |||
| Not deployed | 276/1560 (17.7) | 2.12 (1.61–2.82) | <0.001 |
| Deployed | 77/837 (9.2) | 1 (Reference) | |
| ED trauma team activation | |||
| Trauma respond | 95/114 (83.3) | 39.2 (23.3–69.0) | <0.001 |
| Trauma alert or none | 258/2283 (11.3) | 1 (Reference) |
CI, confidence interval; ED, emergency department; OR, odds ratio.
>60 kilometers (37 miles) per hour or described as “high speed” in paramedic notes.
Multivariable logistic regression showing adjusted odds ratios for covariates predicting major injury (vehicle rollover classified as either present or absent)
| Predictor | Adjusted OR | 95% CI |
|
|---|---|---|---|
| Rollover versus none | 1.10 | 0.78–1.53 | 0.589 |
| Entrapment versus none | 6.89 | 4.38–10.85 | <0.001 |
| Encapsulation versus none | 3.53 | 2.35–5.31 | <0.001 |
| Ejection from vehicle versus none | 3.47 | 1.95–6.17 | <0.001 |
| Death on scene versus none | 3.05 | 1.54–6.04 | 0.001 |
| High speed versus not high speed | 2.34 | 1.69–3.23 | <0.001 |
| Seat belt not worn versus worn | 2.29 | 1.42–3.70 | 0.001 |
| Airbag not deployed versus deployed | 1.93 | 1.41–2.65 | <0.001 |
| Trauma respond versus not trauma respond | 22.0 | 12.70–38.24 | <0.001 |
| Test | |||
| Goodness of fit | |||
| Hosmer‐Lemeshow test χ2 (9) test |
| ||
| Full model versus nested model without rollover | |||
| Likelihood ratio χ2 test |
| ||
CI, confidence interval; OR, odds ratio.
The Hosmer‐Lemeshow statistic tests the null hypothesis that the predicted frequency from the model and observed frequency are no different. With a non‐significant P value (>0.05) the null hypothesis is not rejected.
The Likelihood ratio chi‐square statistic tests the hypothesis that the nested model without rollover is not different from the full model with rollover. With a non‐significant P value (>0.05) the null hypothesis is not rejected.
High speed is defined as >60 kilometers (37 miles) per hour.
Multivariable logistic regression showing adjusted odds ratios for covariates predicting major injury (vehicle rollover classified as either “none,” “isolated,” or “mixed mechanism”)
| Predictor | OR | 95% CI |
| OR | 95% CI |
|
|---|---|---|---|---|---|---|
| Rollover | ||||||
| None | 1 | 1.72 | 0.99–3.00 | 0.055 | ||
| Isolated | 0.58 | 0.33–1.01 | 0.055 | 1 | ||
| Mixed mechanism | 2.04 | 1.41–2.96 | <0.001 | 3.52 | 1.87–6.60 | <0.001 |
| Death on scene versus none | 3.72 | 1.94–7.16 | <0.001 | |||
| Seat belt not worn versus worn | 2.84 | 1.84–4.38 | <0.001 | |||
| High speed versus not high speed | 2.54 | 1.86–3.47 | <0.001 | |||
| Airbag not deployed versus deployed | 1.87 | 1.38–2.54 | <0.001 | |||
| Trauma respond versus trauma alert or none | 32.9 | 18.4–55.8 | <0.001 | |||
| Test | ||||||
| Goodness of fit | ||||||
| Hosmer‐Lemeshow test χ2 (9) test |
| |||||
CI, confidence interval; OR, odds ratio.
Rollover without planar impact, ejection, entrapment, or encapsulation.
Rollover with planar impact/ejection/entrapment/encapsulation.
High speed is defined as >60 kilometers (37 miles) per hour.
The Hosmer‐Lemeshow statistic tests the null hypothesis that the predicted frequency from the model and observed frequency are no different. With a non‐significant P value (>0.05) the null hypothesis is not rejected.