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Spine Surgery
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Spine Surgery
Lumbar surgery
Cervical Spine
30-Day Readmission
Cost
30-Day Readmission Risk
DEMOGRAPHICS
Age of Patient?
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
Gender
Male
Female
Insurance Payer
MEDICARE
MEDICAID
PRIVATE INCLUDING HMO
SELF
OTHERS
Income Quartile
FIRST
SECOND
THIRD
FOURTH
HOSPITAL SPECIFIC CHARACTERISTICS
Hospital Bedsize
SMALL
MEDIUM
LARGE
Hospital Teaching Status
METROPOLITAN NON-TEACHING
METROPOLITAN TEACHING
NON-METROPOLITAN
Hospital Teaching Status
GOVERNMENT (NON-FEDERAL)
PRIVATE (NOT-FOR-PROFIT)
PRIVATE (INVESTOR-OWNED)
Admission Day
WEEKDAY
WEEKEND
NO. of Procedures
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
Lumbar Surgery
PRIMARY (First Surgery)
REVISION (Secondary Surgery)
POST-OPERATIVE COMPLICATIONS
Neurological (includes CSF leak, dural tears)
YES
NO
Respiratory
YES
NO
Gastrointestinal
YES
NO
Cardiac
YES
NO
Wound
YES
NO
Infection
YES
NO
Venous Thromboembolism
YES
NO
Acute Renal Failure
YES
NO
MEDICAL COMORBIDITIES
Morbid Obesity
Yes
NO
Alcohol Abuse
Yes
NO
History of Smoking
Yes
NO
Recent Weight Loss
Yes
NO
DM (Uncomplicated)
Yes
NO
DM with Chronic Complications
Yes
NO
Hypothyroidism
Yes
NO
Coagulopathy
Yes
NO
Fluid and Electrolyte Disorders
Yes
NO
Hypercholesterolemia
Yes
NO
Hypertension
Yes
NO
CHF
Yes
NO
Pulmonary Circulation Disorders
Yes
NO
Arthritis or Collagen Vascular Diseases
Yes
NO
Peripheral Vascular Disorders
Yes
NO
Chronic Pulmonary Disease
Yes
NO
Renal Failure
Yes
NO
Neurological Disorders
Yes
NO
Paralysis
Yes
NO
Sensory Deficits
Yes
NO
Bowel/Bladder Dysfunction
Yes
NO
Anemia (Deficiency)
Yes
NO
Coagulopathy
Yes
NO
Liver Disease
Yes
NO
Depression
Yes
NO
Psychoses
Yes
NO
Metastatic Cancer
Yes
NO
Osteoporosis
Yes
NO
ESTIMATED RISK OF 30-DAY READMISSION FOLLOWING LUMBAR SURGERY:
0
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