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. 2019 Aug 20;14:204. doi: 10.1186/s13023-019-1165-7

Table 11.

Results of ordinary least squares (OLS) and quantile regression for inpatients

Ln TTC OLS QR_10 QR_25 QR_50 QR_75 QR_90 QR_98
AGE 0.004c 0.006c 0.005c 0.004c 0.001 0.0003 − 0.0003
(0.001) (0.002) (0.001) (0.001) (0.001) (0.001) (0.002)
LOS 0.027c 0.030c 0.036c 0.032c 0.025c 0.021c 0.020c
(0.001) (0.002) (0.001) (0.001) (0.001) (0.001) (0.002)
R reimbursement rate 0.450c 1.061c 0.903c 0.794c 1.143c 1.384c 1.665c
(0.100) (0.163) (0.119) (0.101) (0.100) (0.116) (0.198)
OOP 0.000006c 0.000003c 0.000009c 0.00006c 0.00008c 0.0001c 0.0001c
(0.000) (0.000) (0.000) (0.000) (0.000) (0.000) (0.000)
GENDER
 Male 0 0 0 0 0 0 0
 Female 0.0411 0.0256 0.0411 −0.0129 −0.0328 −0.123c −0.265c
(0.037) (0.060) (0.044) (0.037) (0.036) (0.043) (0.073)
AREA
 Eastern Area 0 0 0 0 0 0 0
 Central Area −0.170c 0.0872 − 0.100a − 0.127b − 0.179c − 0.157c −0.212b
(0.051) (0.083) (0.061) (0.052) (0.051) (0.059) (0.101)
 Western Area −0.200c − 0.0407 − 0.218c − 0.160c −0.0795a 0.00839 0.177b
(0.043) (0.070) (0.051) (0.044) (0.043) (0.050) (0.085)
CITY LEVEL
 Level 1 0 0 0 0 0 0 0
 Level 2 0.169a 0.128 0.114 0.0195 0.0439 0.154 0.21
(0.090) (0.147) (0.107) (0.091) (0.089) (0.105) (0.178)
 Level 3 0.087 0.0835 0.0834 −0.063 −0.0633 −0.0102 −0.116
(0.090) (0.147) (0.107) (0.091) (0.089) (0.105) (0.178)
 Level 4 0.00112 0.158 0.0444 −0.144 − 0.13 − 0.0642 − 0.15
(0.094) (0.153) (0.112) (0.095) (0.093) (0.109) (0.186)
INSURANCE TYPE
 UEMBI 0 0 0 0 0 0 0
 URMBI −0.106b − 0.0759 − 0.0343 − 0.017 − 0.0098 −0.0678 − 0.0223
(0.047) (0.078) (0.057) (0.048) (0.047) (0.055) (0.094)
INSTITUTION TYPE
 Class III hospital 0 0 0 0 0 0 0
 Class II hospital −0.171c − 0.382c − 0.288c − 0.166c − 0.0478 0.0888 0.341c
(0.051) (0.084) (0.061) (0.052) (0.051) (0.060) (0.102)
 Class I hospital −0.857c −1.663c −1.139c − 0.843c − 0.485c − 0.328a 0.533
(0.165) (0.270) (0.197) (0.168) (0.165) (0.193) (0.328)
Hospital for special
 General hospital 0 0 0 0 0 0 0
 Special hospital −0.274c − 0.280c − 0.284c − 0.269c − 0.227c 0.0795 0.117
(0.062) (0.102) (0.074) (0.063) (0.062) (0.073) (0.124)
 Clinic & Community −0.174 0.563a 0.262 −0.268 −0.414b − 0.242 − 0.428
(0.206) (0.337) (0.247) (0.209) (0.206) (0.241) (0.410)
Pay-by-DRGs
 Yes 0 0 0 0 0 0 0
 No − 0.237c −0.0938 − 0.0594 − 0.170c − 0.219c − 0.298c −1.009c
(0.054) (0.088) (0.065) (0.055) (0.054) (0.063) (0.107)
 cons 8.456c 6.880c 7.376c 8.051c 8.247c 8.394c 9.303c
(0.120) (0.196) (0.143) (0.121) (0.119) (0.140) (0.238)
No.Obs 2305 2305 2305 2305 2305 2305 2305
R2 0.36

Note: as TTC was abnormal distribution, ln TTC was used to make the variable normalized

Standard errors in parentheses

a Significant at the 90% level., b Significant at the 95% level, c Significant at the 99% level