| Literature DB >> 34586442 |
Claire R L van den Driessche1, Charlie A Sewalt2,3, Jan C van Ditshuizen1, Lisa Stocker1,4, Michiel H J Verhofstad1, Esther M M Van Lieshout1, Dennis Den Hartog1.
Abstract
PURPOSE: The importance and impact of determining which trauma patients need to be transferred between hospitals, especially considering prehospital triage systems, is evident. The objective of this study was to investigate the association between mortality and primary admission and secondary transfer of patients to level I and II trauma centers, and to identify predictors of primary and secondary admission to a designated level I trauma center.Entities:
Keywords: Level; Major trauma; Outcome; Predictors; Transfer; Trauma center; Triage
Mesh:
Year: 2021 PMID: 34586442 PMCID: PMC9192481 DOI: 10.1007/s00068-021-01790-1
Source DB: PubMed Journal: Eur J Trauma Emerg Surg ISSN: 1863-9933 Impact factor: 2.374
Fig. 1Flowchart
Baseline characteristics for patients primarily admitted to level I TCs (N = 3658), transferred to level I TCs (N = 301) and primarily admitted to level II TCs (N = 13,076)
| Level I ( | Transfer to level I ( | Level II ( | ||
|---|---|---|---|---|
| Male (%) | 2589 (70.8) | 193 (64.1) | 5656 (43.3) | < 0.001 |
| Age (median [p25–p75]) | 49 [31–66] | 58 [40–70] | 75 [57–85] | < 0.001 |
| Mechanism of injury (%) | < 0.001 | |||
| Traffic: motorized vehicle | 329 (9.0) | 20 (6.6) | 468 (3.6) | |
| Traffic: motorcycle | 132 (3.6) | 5 (1.7) | 141 (1.1) | |
| Traffic: moppet/scooter | 238 (6.5) | 19 (6.3) | 408 (3.1) | |
| Traffic: bike | 462 (12.6) | 36 (12.0) | 1425 (10.9) | |
| Traffic: pedestrian | 164 (4.5) | 9 (3.0) | 162 (1.2) | |
| Traffic: other | 31 (0.8) | 2 (0.7) | 72 (0.6) | |
| Shooting incident | 89 (2.4) | 2 (0.7) | 20 (0.2) | |
| Stabbing | 182 (5.0) | 5 (1.7) | 114 (0.9) | |
| Blunt object trauma | 200 (5.5) | 15 (5.0) | 260 (2.0) | |
| Fall on same level | 1063 (29.1) | 132 (43.9) | 9151 (70.0) | |
| Fall from higher level | 341 (9.3) | 26 (8.6) | 327 (2.5) | |
| Explosion | 18 (0.5) | 0 (0.0) | 12 (0.1) | |
| Drowning | 37 (1.0) | 0 (0.0) | 13 (0.1) | |
| Asphyxiation | 28 (0.8) | 1 (0.3) | 34 (0.3) | |
| Other | 344 (9.4) | 29 (9.6) | 469 (3.6) | |
| Systolic blood pressure (median [p25–p75]) | 135 [116–154] | 140 [121–155] | 141 [121–161] | < 0.001 |
| SBP < 90 (%) | 188 (5.9) | 3 (1.2) | 154 (1.3) | < 0.001 |
| GCS (median [p25–p75]) | 15 [ | 15 [ | 15 [ | < 0.001 |
| GCS ≤ 8 (%) | 554 (15.7) | 36 (13.5) | 81 (0.8) | < 0.001 |
| RR (median [p25–p75]) | 15 [ | 15 [ | 15 [ | 0.001 |
| ISS (median [p25–p75]) | 9 [ | 16 [ | 9 [ | < 0.001 |
| ISS > 15 (%) | 1206 (33.0) | 152 (50.5) | 410 (3.1) | < 0.001 |
| AIS head ≥ 3 (%) | 934 (25.5) | 125 (41.5) | 624 (4.8) | < 0.001 |
| AIS thorax ≥ 3 (%) | 660 (18.0) | 36 (12.0) | 537 (4.1) | < 0.001 |
| AIS abdomen ≥ 3 (%) | 143 (3.9) | 9 (3.0) | 74 (0.6) | < 0.001 |
| AIS upper extremities ≥ 3 (%) | 77 (2.1) | 4 (1.3) | 53 (0.4) | < 0.001 |
| AIS lower extremities ≥ 3 (%) | 587 (16.0) | 22 (7.3) | 5404 (41.3) | < 0.001 |
| In-hospital mortality (%) | 309 (8.4) | 23 (7.6) | 342 (2.6) | < 0.001 |
| LOS ICU (median [p25–p75]) | 0 [0–0] | 0 [0–2] | 0 [0–0] | < 0.001 |
| LOS (median [p25–p75]) | 4.0 [2.0–10.0] | 5.5 [3.0–11.0] | 5.0 [2.0–9.0] | < 0.001 |
Categorical variables represented with n (%); continuous variables represented with median [p25–p75]; p25–p75, 25th percentile–75th percentile; GCS Glasgow coma score, ISS injury severity score, AIS abbreviated injury scale, ICU intensive care unit, LOS length of stay
Odds ratios in-hospital mortality of transferred patients (N = 301) and patients primarily admitted to level II TCs (N = 13,076) compared to patients primarily admitted to level I TCs (N = 3658)
| Unadjusted OR (95% CI) | P-value | Adjusted OR (95% CI) * | ||
|---|---|---|---|---|
| Transfer | 0.90 (0.58–1.39) | 0.63 | 0.99 (0.57–1.71) | 0.97 |
| Level 2 | 0.29 (0.23–0.37) | < 0.001 | 0.73 (0.51–1.06) | 0.10 |
| Transfer | 0.50 (0.30–0.81) | 0.01 | 0.72 (0.40–1.31) | 0.28 |
| Level 2 | 0.49 (0.35–0.67) | < 0.001 | 0.70 (0.45–1.11) | 0.13 |
*Adjusted for age, gender, mechanism of injury, ISS, prehospital systolic blood pressure, prehospital GCS and prehospital respiratory rate
OR odds ratio, 95% CI 95% confidence interval, GCS Glasgow coma scale
Predictors for being transferred: odds ratios of transfer patients (N = 301) compared to patients primarily admitted to level I TCs (N = 3658)
| Univariable OR (95% CI) | Multivariable* OR (95% CI) | |
|---|---|---|
| Gender (male) | 0.74 (0.58–0.94) | 0.80 (0.61–1.05) |
| Age | 1.01 (1.01–1.02) | 1.01 (0.999–1.014) |
| GCS | 1.02 (0.99–1.06) | 1.05 (1.00–1.10) |
| Respiratory rate < 18 | 1.07 (0.99–1.15) | 1.06 (0.99–1.15) |
| Respiratory rate ≥ 18 | 0.87 (0.78–0.97) | 0.91 (0.82–1.01) |
| Systolic blood pressure < 140 | 1.01 (1.00–1.02) | 1.01 (1.00–1.03) |
| Systolic blood pressure ≥ 140 | 0.99 (0.981–0.999) | 0.99 (0.976–0.997) |
| AIS head | 1.19 (1.11–1.26) | 1.37 (1.25–1.50) |
| AIS face | 0.74 (0.62–0.88) | 0.63 (0.52–0.76) |
| AIS neck | 1.00 (0.77–1.30) | 1.08 (0.81–1.44) |
| AIS spine | 1.43 (1.33–1.55) | 1.61 (1.47–1.76) |
| AIS thorax | 0.81 (0.72–0.90) | 0.76 (0.67–0.87) |
| AIS abdomen | 0.87 (0.73–1.04) | 1.11 (0.91–1.34) |
| AIS upper extremities | 0.84 (0.72–0.97) | 0.97 (0.83–1.13) |
| AIS lower extremities | 0.76 (0.67–0.85) | 0.85 (0.75–0.96) |
| AIS external | 0.57 (0.40–0.82) | 0.60 (0.40–0.91) |
| Traffic: pedestrian | 0.40 (0.15–1.10) | 0.44 (0.15–1.31) |
| Traffic: bike | 0.91 (0.63–1.30) | 0.65 (0.39–1.06) |
| Traffic: motorized vehicle (car, motorcycle) | 0.71 (0.40–1.26) | 0.62 (0.36–1.06) |
| Traffic: scooter/mopet | 0.95 (0.59–1.53) | 1.00 (0.56–1.81) |
| High energy fall | 0.86 (0.58–1.28) | 0.62 (0.37–1.04) |
| Low energy fall | 1.68 (1.32–2.14) | 0.87 (0.58–1.31) |
| Other | 0.81 (0.59–1.13) | 1.61 (0.91–2.85) |
*Adjusted for all other predictors in this analysis
OR odds ratio, 95% CI, 95% confidence interval, GCS Glasgow coma scale, AIS abbreviated injury scale
Cut-off values of non-linear variables were based on restricted cubic splines
Predictors for being transferred: odds ratios of transfer patients (N = 301) compared to patients primarily admitted to level II TCs (N = 13,076)
| Univariable | Multivariable* | |
|---|---|---|
| Gender (male) | 2.34 (1.85–2.98) | 1.11 (0.83–1.48) |
| Age < 70 | 1.00 (0.99–1.01) | 1.00 (0.99–1.01) |
| Age ≥ 70 | 0.95 (0.94–0.96) | 0.96 (0.94–0.97) |
| GCS | 0.74 (0.71–0.77) | 0.81 (0.76–0.85) |
| RR | 0.99 (0.96–1.02) | 0.99 (0.96–1.02) |
| SBP < 140 | 1.01 (0.996–1.018) | 1.01 (1.00–1.03) |
| SBP ≥ 140 | 0.99 (0.977–0.999) | 0.99 (0.98–1.00) |
| AIS head | 2.21 (2.06–2.37) | 2.36 (2.04–2.50) |
| AIS face | 1.73 (1.45–2.05) | 0.85 (0.68–1.06) |
| AIS neck | 2.26 (1.69–3.01) | 1.77 (1.26–2.48) |
| AIS spine | 2.77 (2.54–3.03) | 3.20 (2.86–3.59) |
| AIS thorax | 1.37 (1.22–1.53) | 1.00 (0.86–1.17) |
| AIS abdomen | 1.57 (1.33–1.87) | 1.43 (1.16–1.77) |
| AIS upper extremities | 1.15 (0.997–1.329) | 1.06 (0.88–1.26) |
| AIS lower extremities | 0.48 (0.43–0.54) | 1.01 (0.87–1.16) |
| AIS external | 1.16 (0.87–1.56) | 0.70 (0.47–1.06) |
| Traffic: pedestrian | 1.93 (0.70–5.34) | 1.30 (0.43–3.93) |
| Traffic: bike | 1.14 (0.80–1.64) | 0.35 (0.20–0.61) |
| Traffic: motorized vehicle | 0.54 (0.31–0.95) | 0.52 (0.30–0.93) |
| Traffic: scooter/mopet | 2.14 (1.33–3.44) | 0.51 (0.27–0.99) |
| High energy fall | 3.63 (2.46–5.38) | 0.46 (0.25–0.83) |
| Low energy fall | 0.34 (0.27–0.44) | 0.36 (0.23–0.57) |
| Other | 2.68 (1.94–3.72) | 2.63 (1.41–4.93) |
*Adjusted for all other predictors in this analysis
OR odds ratio, 95% CI, 95% confidence interval, GCS Glasgow coma scale, AIS abbreviated injury scale
Cut-off values of non-linear variables were based on restricted cubic splines