Age |
|
|
|
|
|
<65 years |
Reference |
|
|
Reference |
|
≥65 years |
1.48 (1.45–1.51) |
<0.0001 |
|
1.29 (1.24–1.34) |
<0.0001 |
Gender |
|
|
|
|
|
Men |
Reference |
|
|
Reference |
|
Women |
1.39 (1.36–1.42) |
<0.0001 |
|
1.24 (1.20–1.27) |
<0.0001 |
Race/ethnicity |
|
|
|
|
|
Asian or Pacific islander |
Reference |
|
|
Reference |
|
White |
0.87 (0.80–0.95) |
0.0011 |
|
0.85 (0.78–0.93) |
0.0006 |
African-American |
1.44 (1.32–1.57) |
<0.0001 |
|
1.28 (1.16–1.40) |
<0.0001 |
Hispanics |
1.28 (1.17–1.40) |
<0.0001 |
|
1.21 (1.10–1.33) |
<0.0001 |
Native American |
0.75 (0.63–0.90) |
0.0016 |
|
0.78 (0.65–0.95) |
0.0107 |
Others |
0.90 (0.81–1.00) |
0.0600 |
|
0.83 (0.74–0.93) |
0.0014 |
Co-morbid conditions |
|
|
|
|
|
Obesity |
1.15 (1.11–1.19) |
<0.0001 |
|
1.14 (1.10–1.19) |
<0.0001 |
Hypertension |
1.22 (1.19–1.25) |
<0.0001 |
|
1.03 (1.00–1.06) |
0.0765 |
Diabetes mellitus without complications |
1.26 (1.23–1.29) |
<0.0001 |
|
1.15 (1.11–1.18) |
<0.0001 |
Diabetes mellitus with complications |
1.93 (1.81–2.05) |
<0.0001 |
|
1.52 (1.41–1.64) |
<0.0001 |
Congestive heart failure |
13.75 (7.64–24.80) |
<0.0001 |
|
6.29 (3.11–12.72) |
<0.0001 |
Peripheral vascular disease |
1.55 (1.48–1.63) |
<0.0001 |
|
1.22 (1.15–1.30) |
<0.0001 |
Renal failure |
2.07 (1.97–2.17) |
<0.0001 |
|
1.26 (1.19–1.34) |
<0.0001 |
Coagulopathy |
2.22 (1.99–2.47) |
<0.0001 |
|
1.68 (1.48–1.91) |
<0.0001 |
Chronic lung disease |
1.42 (1.38–1.46) |
<0.0001 |
|
1.33 (1.29–1.38) |
<0.0001 |
Alcohol abuse |
1.072 (1.00–1.15) |
0.0500 |
|
1.21 (1.11–1.32) |
<0.0001 |
Nicotine dependence |
0.78 (0.77–0.80) |
<0.0001 |
|
0.83 (0.80–0.85) |
<0.0001 |
Tumor present |
1.34 (1.22–1.46) |
<0.0001 |
|
1.25 (1.12–1.39) |
<0.0001 |
Metastatic disease |
1.99 (1.63–2.42) |
<0.0001 |
|
1.62 (1.29–2.04) |
<0.0001 |
Deficiency anemias |
2.34 (2.24–2.45) |
<0.0001 |
|
1.54 (1.45–1.62) |
<0.0001 |
Lymphoma |
1.52 (1.25–1.90) |
<0.0001 |
|
1.27 (1.00–1.61) |
0.0462 |
Weight loss |
2.71 (2.24–3.28) |
<0.0001 |
|
1.70 (1.36–2.13) |
<0.0001 |
Depression |
1.20 (1.15–1.25) |
<0.0001 |
|
1.19 (1.13–1.25) |
<0.0001 |
Hypothyroidism |
1.19 (1.15–1.24) |
<0.0001 |
|
1.05 (1.00–1.09) |
0.0584 |
Liver disease |
1.44 (1.29–1.60) |
<0.0001 |
|
1.32 (1.16–1.50) |
<0.0001 |
Electrolyte disturbances |
1.80 (1.72–1.88) |
<0.0001 |
|
1.41 (1.34–1.49) |
<0.0001 |
Ulcer disease without bleeding |
1.54 (1.26–1.89) |
<0.0001 |
|
1.63 (1.27–2.09) |
0.0001 |
In-hospital complications |
|
|
|
|
|
Myocardial infarction |
1.30 (1.16–1.45) |
<0.0001 |
|
1.17 (1.02–1.34) |
0.0284 |
Acute kidney injury |
3.51 (3.16–3.90) |
<0.0001 |
|
1.83 (1.62–2.06) |
<0.0001 |
Deep vein thrombosis |
2.99 (2.15–4.15) |
<0.0001 |
|
2.19 (1.52–3.16) |
<0.0001 |
Sepsis |
5.706 (3.48–9.36) |
<0.0001 |
|
2.05 (1.16–3.62) |
0.014 |
Pneumonia |
4.90 (2.19–10.92) |
<0.0001 |
|
2.71 (1.15–6.40) |
0.0233 |
Stroke |
3.04 (2.52–3.66) |
<0.0001 |
|
2.64 (2.12–3.30) |
<0.0001 |
Cardiogenic shock |
1.23 (0.85–1.78) |
0.28 |
|
0.60 (0.36–0.98) |
0.0416 |
Urinary tract infection |
2.96 (2.72–3.21) |
<0.0001 |
|
2.12 (1.92–2.34) |
<0.0001 |
Blood loss |
3.47 (2.76–4.35) |
<0.0001 |
|
1.95 (1.47–2.59) |
<0.0001 |
In-hospital procedures |
|
|
|
|
|
Cardiac catheterization |
1.85 (1.80–1.91) |
<0.0001 |
|
1.86 (1.79–1.93) |
<0.0001 |
Percutaneous transluminal coronary angioplasty |
1.67 (1.57–1.78) |
<0.0001 |
|
1.24 (1.14–1.34) |
<0.0001 |
Transfusion |
6.43 (5.58–7.42) |
<0.0001 |
|
3.06 (2.57–3.64) |
<0.0001 |
Coronary artery bypass graft |
197.66 (64.30–607.70) |
<0.0001 |
|
161.24 (39.57–657.04) |
<0.0001 |
Intubated |
1.73 (1.40–2.14) |
<0.0001 |
|
0.64 (0.48–0.85) |
0.002 |
Insurance status |
|
|
|
|
|
Private insurance |
Reference |
|
|
Reference |
|
Medicare |
1.72 (1.67–1.76) |
<0.0001 |
|
1.29 (1.24–1.34) |
<0.0001 |
Medicaid |
1.73 (1.66–1.80) |
<0.0001 |
|
1.40 (1.33–1.47) |
<0.0001 |
Workers compensation |
1.15 (1.10–1.21) |
<0.0001 |
|
1.13 (1.07–1.20) |
<0.0001 |
Self-pay |
2.00 (1.68–2.28) |
<0.0001 |
|
1.69 (1.43–2.00) |
<0.0001 |
Other |
1.30 (1.22–1.38) |
<0.0001 |
|
1.30 (1.21–1.41) |
<0.0001 |
Hospital regions |
|
|
|
|
|
West |
Reference |
|
|
Reference |
|
Northeast |
1.22 (1.18–1.26) |
<0.0001 |
|
1.32 (1.27–1.38) |
0.1619 |
Midwest |
1.12 (1.09–1.16) |
<0.0001 |
|
1.04 (0.99–1.09) |
<0.0001 |
South |
1.23 (1.19–1.27) |
<0.0001 |
|
1.26 (1.21–1.31) |
<0.0001 |
Hospital teaching status/ location |
|
|
|
|
|
Rural |
Reference |
|
|
Reference |
|
Urban non-teaching |
1.32 (1.28–1.35) |
<0.0001 |
|
1.25 (1.20–1.29) |
<0.0001 |
Urban teaching |
1.62 (1.57–1.67) |
<0.0001 |
|
1.27 (1.22–1.32) |
<0.0001 |
Hospital bed size |
|
|
|
|
|
Small |
Reference |
|
|
Reference |
|
Medium |
1.23 (1.19–1.27) |
<0.0001 |
|
1.12 (1.08–1.16) |
<0.0001 |
Large |
1.43 (1.39–1.48) |
<0.0001 |
|
1.28 (1.24–1.33) |
<0.0001 |
Admitted on |
|
|
|
|
|
Weekday |
Reference |
|
|
Reference |
|
Weekend |
1.63 (1.59–1.67) |
<0.0001 |
|
1.74 (1.69–1.80) |
<0.0001 |
Admission type |
|
|
|
|
|
Non-elective |
Reference |
|
|
Reference |
|
Elective |
1.15 (1.10–1.20) |
<0.0001 |
|
1.15 (1.09–1.22) |
<0.0001 |