Age mean (SD) |
65.5 (12.8) |
63.8 (12.7) |
<0.0001 |
Male gender |
203280 (44.4%) |
18912 (26.1%) |
<0.0001 |
Race/ethnicity |
|
|
<0.0001 |
White |
333290 (72.8%) |
57207 (78.9%) |
|
Black |
39583 (8.6%) |
3373 (4.7%) |
|
Hispanic |
10399 (2.3%) |
1200 (1.7%) |
|
Other |
74604 (16.3%) |
10760 (14.8%) |
|
Type of surgery |
|
|
<0.0001 |
Spine |
54067 (11.8%) |
11285 (15.6%) |
|
Pneumonectomy |
8572 (1.9%) |
1364 (1.9%) |
|
Cardio |
71801 (15.7%) |
6196 (8.5%) |
|
Vascular |
16942 (3.7%) |
2309 (3.2%) |
|
GI |
15530 (3.4%) |
2506 (3.5%) |
|
Nephrectomy |
6718 (1.5%) |
826 (1.1%) |
|
GYN |
21009 (4.6%) |
3840 (5.3%) |
|
Hip/femur fracture |
7054 (1.5%) |
1969 (2.7%) |
|
Arthroplasty knee |
170450 (37.2%) |
29012 (40.0%) |
|
Hip replacement |
85733 (18.7%) |
13233 (18.2%) |
|
Admit source |
|
|
0.0003 |
Outpatient |
426246 (93.1%) |
67598 (93.2%) |
|
Transfer |
25647 (5.6%) |
4122 (5.7%) |
|
Not specified |
5983 (1.3%) |
820 (1.1%) |
|
Primary payer |
|
|
<0.0001 |
Uninsured |
5660 (1.2%) |
610 (0.8%) |
|
Indemnity |
46947 (10.3%) |
7456 (10.3%) |
|
Managed care/capitated |
4504 (1.0%) |
790 (1.1%) |
|
Managed care/non-capitated |
122268 (26.7%) |
19630 (27.1%) |
|
Medicaid |
14730 (3.2%) |
3275 (4.5%) |
|
Medicare |
259425 (56.7%) |
40098 (55.3%) |
|
other |
4342 (1.0%) |
681 (0.9%) |
|
Disposition |
|
|
<0.0001 |
Home |
167157 (36.5%) |
24361 (33.6%) |
|
Transfer |
8498 (1.9%) |
1592 (2.2%) |
|
SNF |
90554 (19.8%) |
17455 (24.1%) |
|
Home health care |
149013 (32.5%) |
21853 (30.1%) |
|
Died (initial hospitalization) |
1937 (0.4%) |
331 (0.5%) |
|
Rehabilitation center |
40410 (8.8%) |
6909 (9.5%) |
|
Other |
307 (0.1%) |
39 (0.1%) |
|
Elixhauser Comorbidities |
|
|
|
Hypertension |
299280 (65.4%) |
46796 (64.5%) |
<0.0001 |
Depression |
28163 (6.2%) |
29754 (41.0%) |
<0.0001 |
Diabetes |
93608 (20.4%) |
15604 (21.5%) |
<0.0001 |
Chronic pulmonary disease |
77705 (17.0%) |
16643 (22.9%) |
<0.0001 |
Deficiency anemia |
75127 (16.4%) |
13170 (18.2%) |
<0.0001 |
Obesity |
64723 (14.1%) |
12501 (17.2%) |
<0.0001 |
Hypothyroidism |
56980 (12.4%) |
12574 (17.3%) |
<0.0001 |
Fluid & electrolyte disorders |
52353 (11.4%) |
8965 (12.4%) |
<0.0001 |
Peripheral vascular disease |
27059 (5.9%) |
3430 (4.7%) |
<0.0001 |
CHF |
19993 (4.4%) |
4052 (5.6%) |
<0.0001 |
Valve disease |
21496 (4.7%) |
3638 (5.0%) |
0.0002 |
Renal failure |
23515 (5.1%) |
3568 (4.9%) |
0.0136 |
Other neurological disease |
15816 (3.5%) |
4953 (6.8%) |
<0.0001 |
Rheumatoid arthritis/collagen vas |
14281 (3.1%) |
2941 (4.1%) |
<0.0001 |
Coagulopathy |
15074 (3.3%) |
1901 (2.6%) |
<0.0001 |
Chronic blood loss anemia |
11732 (2.6%) |
2109 (2.9%) |
<0.0001 |
Diabetes w/ chronic complications |
11856 (2.6%) |
2065 (2.9%) |
<0.0001 |
Psychoses |
6783 (1.5%) |
3097 (4.3%) |
<0.0001 |
Pulmonary circulation disease |
5363 (1.2%) |
950 (2.3%) |
0.0014 |
Alcohol abuse |
6030 (1.3%) |
1016 (1.4%) |
0.0675 |
Weight loss |
4784 (1.0%) |
913 (1.3%) |
<0.0001 |
Metastatic cancer |
5262 (1.2%) |
829 (1.1%) |
0.8815 |
Paralysis |
4012 (0.9%) |
960 (1.3%) |
<0.0001 |
Liver disease |
3697 (0.8%) |
787 (1.1%) |
<0.0001 |
Drug abuse |
2693 (0.6%) |
628 (0.9%) |
<0.0001 |
Solid tumor w/o metastasis |
3647 (0.8%) |
462 (0.6%) |
<0.0001 |
Lymphoma |
1593 (0.4%) |
262 (0.4%) |
0.5738 |
Characteristics of Hospitals |
|
|
|
Location |
|
|
<0.0001 |
Rural |
50195 (11.0%) |
8690 (12.0%) |
|
Urban |
407681 (89.0%) |
63850 (88.0%) |
|
Area |
|
|
<0.0001 |
Midwest |
105698 (23.1%) |
16908 (23.3%) |
|
Northeast |
67816 (14.8%) |
9546 (13.2%) |
|
South |
194412 (42.5%) |
32080 (44.2%) |
|
West |
89950 (19.7%) |
14006 (19.3%) |
|
Number of beds |
|
|
0.0003 |
0−99 |
11553 (2.5%) |
1786 (2.5%) |
|
100−199 |
34937 (7.6%) |
5801 (8.0%) |
|
200−299 |
65708 (14.4%) |
10501 (14.5%) |
|
300−399 |
94346 (20.6%) |
14728 (20.3%) |
|
400−499 |
81890 (17.9%) |
13225 (18.2%) |
|
≥500 |
169442 (37.0%) |
26499 (36.5%) |
|
Teaching |
115974 (25.3%) |
17144 (23.6%) |
<0.0001 |
Outcomes
|
|
|
|
Mortality (initial hospitalization and readmission) |
2667 (0.6%) |
461 (0.6%) |
0.0830 |
Readmission 30 days |
30296 (6.6%) |
5725 (7.9%) |
<0.0001 |
Any bleeding |
12193 (2.7%) |
1887 (2.6%) |
0.3374 |
LOS mean (SD) |
5.3 (4.7) |
5.2 (4.7) |
0.0584 |
LOS median (IQR) |
4 (3, 6) |
4 (3, 5) |
<0.0001 |
Transfusions median (IQR) (range) |
0 (0, 0) (0−48) |
0 (0, 0) (0−76) |
<0.0001 |
Ventricular arrhythmia |
6958 (1.5%) |
709 (1.0%) |
<0.0001 |
Transfusion count |
|
|
|
0 |
399351 (87.2%) |
61787 (85.2%) |
<0.0001 |
1 |
27661 (6.0%) |
4950 (6.8%) |
|
2 |
23384 (5.1%) |
4470 (6.2%) |
|
3 |
3765 (0.8%) |
665 (0.9%) |
|
≥ 4 |
3715 (0.8%) |
668 (0.9%) |
|