|
Dependent variable
|
|
Medical expenditure
|
Total medical expenditure
|
Average total medical expenditure
|
5468.86
|
5820.13
|
0.35
|
559,328.4
|
|
Drug expenditure
|
Average drug expenditure
|
1980.06
|
2366.27
|
0.01
|
157,170.3
|
|
Medical consumables expenditure
|
Average medical consumables expenditure
|
500.01
|
1806.15
|
0.05
|
95,490.39
|
|
Diagnostic testing expenditure
|
Average diagnostic testing expenditure
|
1536.27
|
1546.74
|
2
|
156,887
|
|
Nursing care expenditure
|
Average nursing care expenditure
|
166.23
|
250.38
|
0.34
|
73,077
|
|
Bed expenditure
|
Average bed expenditure
|
221.98
|
222.42
|
2
|
47,880
|
|
Blood expenditure
|
Average blood expenditure
|
1733.21
|
1386.78
|
70
|
49,813.23
|
|
Surgery expenditure
|
Average surgery expenditure
|
983.18
|
988.32
|
0.4
|
25,591.9
|
|
Inpendent variables
|
|
Hospital level
|
Grade II Level A hospital
|
Grade II Level A hospital = 1, otherwise = 0
|
0.83
|
0.37
|
0
|
1
|
|
Grade II Level B hospital
|
Grade II Level B hospital = 1, otherwise = 0
|
0.12
|
0.33
|
0
|
1
|
|
Grade II Level C hospital
|
Grade II Level C hospital = 1, otherwise = 0
|
0.03
|
0.16
|
0
|
1
|
|
Control variables
|
|
Reimbursement ratio
|
Grade II Level A hospital
|
Average reimbursement ratio Grade II Level A hospital
|
83.95%
|
0.14
|
0.15%
|
100%
|
|
Grade II Level B hospital
|
Average reimbursement ratio Grade II Level B hospital
|
76.70%
|
0.15
|
0.63%
|
100%
|
|
Grade II Level C hospital
|
Average reimbursement ratio Grade II Level C hospital
|
82.90%
|
0.15
|
2.35%
|
100%
|
|
Deductible
|
Grade II Level A hospital
|
Average deductible of Grade II Level A hospital
|
271.90
|
95.19
|
0
|
400
|
|
Grade II Level B hospital
|
Average deductible of Grade II Level B hospital
|
241.65
|
83.22
|
0
|
400
|
|
Grade II Level C hospital
|
Average deductible of Grade II Level C hospital
|
184.50
|
93.08
|
0
|
400
|
|
Patients characteristic
|
Gender
|
female = 1, others = 0
|
0.52
|
0.50
|
0
|
1
|
|
Age
|
Age of patient
|
85.65
|
23.92
|
0
|
133
|
|
Length of stay
|
Actual length of stay
|
9.42
|
44.67
|
1
|
23,070
|
|
Disease type
|
Chronic disease
|
Chronic disease = 1, otherwise = 0
|
0.05
|
0.21
|
0
|
1
|
|
Critical disease
|
Critical disease = 1, otherwise = 0
|
0.05
|
0.21
|
0
|
1
|
|
Common disease
|
Common disease = 1, otherwise = 0
|
0.90
|
0.29
|
0
|
1
|