| Literature DB >> 35004137 |
Nee-Kofi Mould-Millman1, Julia M Dixon1, Bradley van Ster2, Fabio Moreira2, Beatrix Bester2, Charmaine Cunningham3, Shaheem de Vries2, Brenda Beaty4, Krithika Suresh4, Steven G Schauer5, Joseph K Maddry6, Lee A Wallis3, Vikhyat S Bebarta7, Adit A Ginde1.
Abstract
INTRODUCTION: Patients experiencing traumatic shock are at a higher risk for death and complications. We previously designed a bundle of emergency medical services traumatic shock care ("EMS-TruShoC") for prehospital providers in resource-limited settings. We assess how EMS-TruShoC changes clinical outcomes of critically injured prehospital patients.Entities:
Keywords: Africa; Bundle of care; Emergency medical services; Prehospital; Shock; Trauma
Year: 2021 PMID: 35004137 PMCID: PMC8718736 DOI: 10.1016/j.afjem.2021.10.003
Source DB: PubMed Journal: Afr J Emerg Med ISSN: 2211-419X
Fig. 1Study flow diagram.
Providers' demographics and characteristics.
| Study group | |||||
|---|---|---|---|---|---|
| Variable | Category | Overall | Control | Intervention | |
| Provider Sex | Male | 107 (54%) | 60 (57%) | 47 (51%) | 0.35 |
| Female | 91 (46%) | 45 (43%) | 46 (49%) | ||
| Provider Qualification | BLS | 83 (42%) | 57 (54%) | 26 (28%) | <0.001 |
| ILS | 83 (42%) | 36 (34%) | 47 (51%) | ||
| ALS | 32 (16%) | 12 (11%) | 20 (22%) | ||
| Mean (SD) age in years | 37.2 (7.3) | 37.6 (7.9) | 36.6 (6.5) | 0.38 | |
| Median (IQR) years of experience | 8.0 (5.0–11.0) | 8.0 (5.0–12.0) | 8.0 (5.0–11.0) | 0.56 | |
Wilcoxon Test.
The differing proportions of BLS providers are taken into account in the modelling procedures by adjusting for provider type as a fixed effect in all of the multivariable mode.
Patients' pre-intervention demographic and physiologic characteristics.
| Pre-implementation ( | |||||
|---|---|---|---|---|---|
| Variable | Category | Overall | Control | Intervention | P-value |
| Median (IQR) patient age in years | 30 (25–37) | 30 (25–39) | 30 (25–36) | 0.34 | |
| Patient sex | Female | 84 (24%) | 44 (22%) | 40 (26%) | 0.34 |
| Male | 271 (76%) | 158 (78%) | 113 (74%) | ||
| Primary injury mechanism | Blunt | 166 (47%) | 96 (48%) | 70 (46%) | 0.74 |
| Penetrating | 189 (53%) | 106 (52%) | 83 (54%) | ||
| Median (IQR) initial heart rate (BPM) | 111 (102–118) | 112 (104–118) | 110 (98–119) | 0.17 | |
| Median (IQR) initial SBP (mm Hg) | 112 (90–130) | 114 (94–130) | 110 (90–129) | 0.12 | |
| Median (IQR) Initial Shock Index | 0.96 (0.85–1.10) | 0.96 (0.85–1.11) | 0.96 (0.87–1.09) | 0.84 | |
| Shock stage defined by initial Shock Index | High (≥1.0) | 149 (42%) | 87 (43%) | 62 (41%) | 0.18 |
| Intermediate (0.7- < 1.0) | 189 (53%) | 109 (54%) | 80 (52%) | ||
| Normal (<0.7) | 17 (5%) | 6 (3%) | 11 (7%) | ||
| Median (IQR) change in Shock Index from initial to final | −0.05 (−0.19–0.02) | −0.04 (−0.16–0.01) | −0.06 (−0.23–0.02) | 0.24 | |
| Median (IQR) minutes from incident to scene arrival ( | 16 (10−33) | 17 (10–34) | 15 (10−32) | 0.93 | |
| Median (IQR) minutes from scene arrival to scene departure | 23 (13–35) | 24 (12–36) | 22 (14–32) | 0.93 | |
| Median (IQR) minutes from scene departure to hospital arrival | 18 (10–27) | 21 (12–29) | 13 (9–22) | <0.0001 | |
SBP = systolic blood pressure.
Wilcoxon Test.
Patients' post-intervention demographic and physiologic characteristics.
| Post-implementation ( | |||||
|---|---|---|---|---|---|
| Variable | Category | Overall | Control | Intervention | P-value |
| Median (IQR) patient age in years | 30 (24–36) | 30 (24–36) | 30 (25–37) | 0.42 | |
| Patient sex (n = 4, 1% missing) | Female | 85 (21%) | 53 (22%) | 32 (18%) | 0.35 |
| Male | 326 (79%) | 185 (78%) | 141 (82%) | ||
| Primary injury mechanism | Blunt | 191 (46%) | 109 (46%) | 82 (47%) | 0.84 |
| Penetrating | 224 (54%) | 103 (54%) | 94 (53%) | ||
| Median (IQR) initial heart rate (BPM) | 111 (104–119) | 111 (106–120) | 110 (97–119) | 0.06 | |
| Median (IQR) initial SBP (mm Hg) | 114 (91–130) | 115 (100−130) | 110 (90–129) | 0.10 | |
| Median (IQR) Initial Shock Index | 0.96 (0.85–1.11) | 0.95 (0.85–1.11) | 0.97 (0.85–1.12) | 0.96 | |
| Shock stage defined by initial Shock Index | High (≥1.0) | 176 (42%) | 100 (42%) | 76 (43%) | 0.12 |
| Intermediate (0.7- < 1.0) | 226 (54%) | 135 (56%) | 91 (52%) | ||
| Normal (<0.7) | 13 (3%) | 4 (2%) | 9 (5%) | ||
| Median (IQR) change in Shock Index from initial to final | −0.03 (−0.14–0.05) | −0.03 (−0.12–0.04) | −0.04 (−0.18–0.06) | 0.53 | |
| Median (IQR) minutes from incident to scene arrival ( | 23 (13–47) | 25 (15–51) | 18 (12–41) | 0.003 | |
| Median (IQR) minutes from scene arrival to scene departure | 18 (9–27) | 17 (7–28) | 19 (10–26) | 0.25 | |
| Median (IQR) minutes from scene departure to hospital arrival | 15 (9–27) | 16 (10–28) | 14 (9–25) | 0.43 | |
SBP = systolic blood pressure.
Wilcoxon Test.
Fig. 2Mean change in shock between EMS arrival at the scene of injury to hospital arrival by whole cohort (1a), cases with BLS providers (1b), penetrating injury (1c) and severe shock (1d). The more negative the change in shock index value is, the more improved the shock.
Delta shock index by time interval and study group, for entire cohort (N = 755)a.
| Control | Intervention | |||||
|---|---|---|---|---|---|---|
| Time Interval | Frequency | Estimated Delta SI (95% CI) | Frequency | Estimated Delta SI (95% CI) | Difference in Differences (95% CI) (Intervention-Control) | P-value |
| Before - All | 200 | −0.071 | 151 | −0.097 | ||
| Post - 0-4 months | 73 | −0.024 | 69 | −0.093 | −0.043 | 0.27 |
| Post - 5-8 months | 62 | −0.044 | 39 | −0.062 | 0.008 | 0.86 |
| Post - 9-13 months | 98 | −0.028 | 63 | −0.074 | −0.021 | 0.59 |
SI = shock index. A more negative delta SI represents more improved shock.
15 cases from the original sample of N = 770 were excluded from this analysis due to missing data.
Difference-in-differences by time interval and study group.
| Time interval | N | N | Difference in Differences (95% CI) (Intervention-Control) | P-value |
|---|---|---|---|---|
| Group=Overall | ||||
| Before - All | 200 | 151 | ||
| Post - 0-4 months | 73 | 69 | −0.043 (−0.119, 0.033) | 0.27 |
| Post - 5-8 months | 62 | 39 | 0.008 (−0.080, 0.097) | 0.86 |
| Post - 9-13 months | 98 | 63 | −0.021 (−0.095, 0.054) | 0.59 |
| Cases with BLS Provider | ||||
| Before – All | 81 | 37 | ||
| Post - 0-4 months | 39 | 9 | −0.163 (−0.336, 0.011) | 0.07 |
| Post - 5-8 months | 28 | 8 | −0.035 (−0.219, 0.149) | 0.71 |
| Post - 9-13 months | 44 | 9 | 0.051 (−0.120, 0.222) | 0.56 |
| Cases with ILS provider | ||||
| Before – All | 97 | 70 | ||
| Post - 0-4 months | 20 | 39 | 0.023 (−0.091, 0.136) | 0.70 |
| Post - 5-8 months | 15 | 23 | 0.090 (−0.042, 0.221) | 0.18 |
| Post - 9-13 months | 32 | 36 | −0.074 (−0.178, 0.029) | 0.16 |
| Cases with ALS Provider | ||||
| Before – All | 22 | 44 | ||
| Post - 0-4 months | 14 | 21 | −0.009 (−0.158, 0.139) | 0.90 |
| Post - 5-8 months | 19 | 8 | −0.044 (−0.214, 0.127) | 0.62 |
| Post - 9-13 months | 22 | 18 | 0.008 (−0.133, 0.149) | 0.91 |
| Penetrating injury only | ||||
| Before – All | 104 | 81 | ||
| Post - 0-4 months | 47 | 34 | −0.050 (−0.165, 0.065) | 0.39 |
| Post - 5-8 months | 35 | 23 | 0.019 (−0.112, 0.150) | 0.78 |
| Post - 9-13 months | 45 | 36 | −0.081 (−0.195, 0.033) | 0.16 |
| Initial Shock Index ≥ 1.0 | ||||
| Before - All | 86 | 60 | ||
| Post - 0-4 months | 37 | 26 | −0.078 (−0.208, 0.051) | 0.24 |
| Post - 5-8 months | 24 | 23 | 0.001 (−0.141, 0.144) | 0.99 |
| Post - 9-13 months | 36 | 25 | −0.033 (−0.164, 0.097) | 0.62 |
| Penetrating Injury with | ||||
| Before - All | 44 | 23 | ||
| Post - 0-4 months | 26 | 3 | −0.372 (−0.674, −0.070) | 0.02 |
| Post - 5-8 months | 18 | 3 | 0.029 (−0.283, 0.341) | 0.86 |
| Post - 9-13 months | 20 | 7 | −0.015 (−0.247, 0.218) | 0.90 |
15 cases from the original cohort of N = 770 were excluded from this analysis due to missing data.