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Table 2 Factors associated with willingness to pay for HPV vaccines among Chinese female health workers

From: Willingness to pay for HPV vaccine among female health care workers in a Chinese nationwide survey

Variables

Initial model

Final model

Coefficient

Std. Error

t-Statistic

P value

Centered VIF

Coefficient

Std. Error

t-Statistic

P value

Centered VIF

Constant

1201.70

85.43

14.07

< 0.001

-

1646.63

77.15

21.34

< 0.001

-

Age

-223.82

21.86

-10.24

< 0.001

2.28

-220.02

19.94

-11.03

< 0.001

1.84

Educational level

19.15

22.78

0.84

0.401

1.19

-

-

-

-

-

Marital status

-202.87

33.46

-6.06

< 0.001

2.43

-170.07

33.57

-5.07

< 0.001

2.42

Local GDP

28.90

14.28

2.02

0.040

1.42

35.36

14.31

2.47

0.008

1.41

Local HDI

54.16

24.81

2.18

0.031

1.44

58.62

24.93

2.35

0.012

1.43

Professional title

-22.86

22.89

-1.00

0.317

1.77

-

-

-

-

-

Hospital level

104.22

24.38

4.27

< 0.001

1.06

96.94

24.55

3.95

< 0.001

1.04

Monthly income (CNY)

191.72

14.77

12.98

< 0.001

1.13

183.82

14.89

12.34

< 0.001

1.12

Numbers of children

-95.00

21.53

-4.41

< 0.001

2.35

-96.18

22.03

-4.37

< 0.001

2.28

Vaccination behavior

326.46

24.94

13.13

< 0.001

1.15

288.75

24.53

11.77

< 0.001

1.13

  1. Weighted statistics (initial model vs. final model) were determined as follows: R-squared (0.95 vs. 0.95), adjusted R-squared (0.93 vs. 0.94 ), S.E. of regression (1314.94 vs. 1332.48), sum squared resid (2.77E + 10 vs. 2.83E + 10), log likelihood (-137317.4 vs. -137530.5), F-statistic (139.65 vs. 151.68), probability (F-statistic) (< 0.001 vs. < 0.001), mean dependent var (1987.48 vs. 2184.60), S.D. dependent var (1130.41 vs. 1389.13), Akaike info criterion (17.20 vs. 17.23), Schwarz criterion (17.21 vs. 17.23), Hannan-Quinn criter (17.21 vs. 17.23), Durbin-Watson stat (1.96 vs. 1.98)