1Department of Surgery, University of Minnesota Medical Center, Minneapolis, MN, USA
2Department of Trauma Surgery, Essentia Health-St. Mary's Medical Center, Duluth, MN, USA
3Essentia Institute of Rural Health, Duluth, MN, USA
© 2022 The Korean Society of Traumatology
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Ethical statements
This study was reviewed, approved, and monitored throughout by the Institutional Review Board of Essentia Institute of Rural Health. Due to the retrospective nature of the study, informed consent was waived.
Conflicts of interest
The authors have no conflicts of interest to declare.
Funding
None.
Author contributions
Conceptualization: all authors; Data curation: KC, MH; Formal analysis: all authors; Methodology: KC, MH; Project administration: KC, MH; Visualization: KC, MH; Writing–original draft: all authors; Writing–review & editing: all authors.
All authors read and approved the final manuscript.
Additional information
The data from this study was partially presented at the Minnesota Surgical Society Fall Conference on September 2019 in Saint Paul, MN, USA.
Values are presented as number (%) or median (interquartile range). Patients with more than one unique hospitalization with rib fracture could be in both the direct admission and transfer groups. Analysis was performed using bivariate generalized estimating equations. Directly admitted patients were the comparison group.
ExpB, exponentiation of the B coefficient in binary logistic regression; CI, confidence interval; LOS, length of stay; ICU, intensive care unit; BiPAP, bilevel positive airway pressure; CPAP, continuous positive airway pressure.
Unadjusted ORs were calculated using univariate binary logistic regression, and the adjusted ORs (multivariate analysis) were calculated using all four variables controlling for sex (the adjusted OR for the female sex in the multivariate model was 0.82; 95% CI, 0.46–1.46).
OR, odds ratio; CI, confidence interval.
Variable | Total (n=1,671) | Direct admissions (n=769) | Transfer patients (n=902) | ExpB (95% CI) | P-value |
---|---|---|---|---|---|
Male sex | 1,190 (71.2) | 519 (76.5) | 671 (74.4) | 0.72 (0.58–0.88) | 0.001 |
Age (yr) | 57 (43–70) | 58 (44–72) | 56 (42–68) | 0.97 (0.94–0.99) | 0.028 |
Injury cause | |||||
Fall | 608 (36.0) | 330 (43.0) | 278 (31.0) | 0.60 (0.49–0.72) | <0.001 |
Motor vehicle crash | 383 (23.0) | 155 (20.0) | 228 (25.0) | 1.34 (1.06–1.68) | 0.013 |
All-terrain vehicle | 188 (11.0) | 70 (9.0) | 118 (13.0) | 1.58 (1.08–2.02) | 0.015 |
Motorcycle accident | 152 (9.0) | 77 (10.0) | 75 (8.0) | 0.81 (0.57–1.14) | 0.218 |
Other transport | 140 (8.0) | 42 (6.0) | 98 (11.0) | 2.07 (1.43–3.01) | <0.001 |
Alcohol use-related rib fracture injury | 440 (26.0) | 172 (22.0) | 268 (30.0) | 1.39 (1.10–1.74) | 0.006 |
Current tobacco use | 467 (28.0) | 195 (25.0) | 272 (30.0) | 1.01 (1.00–1.01) | 0.012 |
No. of rib fractures | 3 (2–5) | 3 (2–5) | 3 (2–5) | 0.99 (0.93–1.06) | 0.790 |
Injury Severity Score | 14 (9–18) | 13 (9–17) | 14 (10–19) | 1.09 (1.02–1.18) | 0.017 |
>15 | 645 (39.0) | 276 (36.0) | 369 (41.0) | 1.25 (1.02–1.52) | 0.031 |
Charlson score | 0 (0–0) | 0 (0–1) | 0 (0–0) | 0.56 (0.44–0.70) | - |
Hospital LOS (day) | 4 (2–8) | 4 (2–8) | 4 (2–8) | 1.04 (0.90–1.19) | 0.605 |
ICU admissions | |||||
No ICU stay | 1,063 (64.0) | 502 (65.0) | 561 (62.0) | 0.79 (0.61–1.04) | 0.089 |
Directly admitted to ICU (planned) | 431 (26.0) | 198 (28.0) | 233 (26.0) | 1.00 (0.81–1.25) | 0.976 |
Unplanned ICU | 177 (11.0) | 69 (9.0) | 108 (12.0) | 1.99 (1.03–3.85) | 0.041 |
Total ICU LOS (day) | 2 (1–6) | 2 (1–6) | 2 (1–6) | 1.05 (0.81–1.36) | 0.692 |
Ventilator use | 301 (18.0) | 124 (16.0) | 177 (20.0) | 1.00 (0.99–1.01) | 0.213 |
On ventilator (day) | 4 (2.0–10.0) | 5 (2.0–10.8) | 4 (2.0–9.5) | 0.91 (0.60–1.37) | 0.646 |
Rib fixation | 40 (2.0) | 19 (3.0) | 21 (2.0) | 0.94 (0.50–1.76) | 0.849 |
BiPAP/CPAP | 21 (1.0) | 8 (1.0) | 13 (1.0) | 1.39 (0.57–3.37) | 0.465 |
Catheter-based pain control | 21 (1.0) | 10 (1.0) | 11 (1.0) | 0.94 (0.40–2.22) | 0.884 |
Pneumonia | 42 (3.0) | 21 (3.0) | 21 (2.0) | 0.99 (0.98–1.01) | 0.319 |
Discharge disposition | |||||
Home with or without home health services | 1,047 (63.0) | 477 (62.0) | 570 (63.0) | 0.89 (0.66–1.20) | 0.449 |
Skilled nursing facility or rehab | 528 (32.0) | 240 (31.0) | 288 (32.0) | 1.30 (0.90–1.88) | 0.168 |
Hospice | 6 (0.4) | 4 (0.5) | 2 (0.2) | 0.43 (0.08–2.33) | 0.324 |
Mortality | |||||
Deceased on arrival | 10 (0.6) | 8 (1.0) | 2 (0.2) | 0.21 (0.05–0.99) | 0.050 |
In-hospital | 68 (4.1) | 32 (4.2) | 36 (4.0) | 0.99 (0.99–1.01) | 0.549 |
30-Day postdischarge | 13 (0.8) | 10 (1.3) | 3 (0.3) | 0.25 (0.07–0.92) | 0.037 |
Variable | Unadjusted OR (95% CI) | Adjusted OR (95% CI) |
---|---|---|
Age at time of injury (yr) | 1.02 (1.03–1.03) | 1.03 (1.02–1.05) |
No. of rib fractures | 1.09 (1.01–1.18) | 0.96 (0.87–1.06) |
Injury Severity Score | 1.09 (1.07–1.11) | 1.14 (1.09–1.14) |
Charlson Comorbidity Index score | 1.21 (1.08–1.37) | 1.28 (1.11–1.47) |
Variable | Direct admission (n=280) | Transfer admission (n=285) | P-value |
---|---|---|---|
No. of ribs fractured | 3 (1–14) | 4 (1–17) | 0.207 |
Mechanism of injury | 0.001 | ||
Fall | 210 (75.0) | 157 (55.0) | |
Motor vehicle crash | 23 (8.0) | 54 (19.0) | |
All-terrain vehicle | 11 (4.0) | 21 (7.0) | |
Motorcycle accident | 12 (4.0) | 5 (2.0) | |
Other | 24 (9.0) | 48 (17.0) | |
Injury Severity Score | |||
Median | 10 | 13 | <0.001 |
>15 | 58 (21.0) | 89 (31.2) | 0.005 |
Intensive care unit admission | |||
Planned | 50 (18.0) | 84 (29.5) | 0.001 |
Unplanned | 14 (5.0) | 23 (8.1) | 0.138 |
Length of stay (day) | 4 (1–80) | 3 (1–28) | 0.860 |
Mechanical ventilation required | 28 (10.0) | 41 (14.4) | 0.150 |
On ventilator (day) | 10 (0–164) | 5 (1–44) | 0.294 |
In-hospital mortality | 13 (4.6) | 19 (6.7) | 0.302 |
Values are presented as number (%) or median (interquartile range). Patients with more than one unique hospitalization with rib fracture could be in both the direct admission and transfer groups. Analysis was performed using bivariate generalized estimating equations. Directly admitted patients were the comparison group. ExpB, exponentiation of the B coefficient in binary logistic regression; CI, confidence interval; LOS, length of stay; ICU, intensive care unit; BiPAP, bilevel positive airway pressure; CPAP, continuous positive airway pressure.
Unadjusted ORs were calculated using univariate binary logistic regression, and the adjusted ORs (multivariate analysis) were calculated using all four variables controlling for sex (the adjusted OR for the female sex in the multivariate model was 0.82; 95% CI, 0.46–1.46). OR, odds ratio; CI, confidence interval.
Values are presented as median (range) or number (%).