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. Author manuscript; available in PMC: 2017 Apr 1.
Published in final edited form as: Health Econ. 2016 Feb 9;26(4):431–449. doi: 10.1002/hec.3322

Table II.

Regressions for having health insurance by schemes

Urban hukou Rural hukou


UEMI URMI NCMS Any
others
Any
insurance
NCMS Any
others
Any
insurance
Log(PCE) 0.063***
(0.012)
−0.035***
(0.012)
−0.025***
(0.006)
0.015
(0.011)
0.024**
(0.011)
0.005
(0.004)
0.006
(0.004)
0.012**
(0.005)
Can read and write 0.065*
(0.036)
−0.028
(0.030)
−0.040*
(0.024)
0.028
(0.022)
0.040
(0.031)
0.007
(0.008)
−0.003
(0.005)
0.004
(0.007)
Elementary school 0.092***
(0.024)
−0.030
(0.027)
−0.031
(0.021)
0.051*
(0.030)
0.082**
(0.041)
0.020**
(0.009)
−0.004
(0.005)
0.015*
(0.009)
Middle school and above 0.193***
(0.028)
−0.099**
(0.039)
−0.098***
(0.025)
0.091**
(0.039)
0.099**
(0.042)
0.008
(0.008)
0.012
(0.009)
0.020*
(0.010)
Age 55–64 0.036
(0.022)
−0.018
(0.017)
−0.034**
(0.014)
0.039***
(0.013)
0.029*
(0.016)
0.012
(0.007)
0.004
(0.003)
0.016**
(0.008)
Age 65–74 0.055**
(0.026)
−0.058**
(0.026)
−0.057**
(0.023)
0.122***
(0.038)
0.062**
(0.027)
0.003
(0.009)
0.008*
(0.005)
0.012
(0.008)
Age 75+ 0.006
(0.040)
−0.065*
(0.034)
−0.093***
(0.024)
0.185***
(0.048)
0.039
(0.027)
−0.026*
(0.013)
0.024*
(0.013)
−0.001
(0.011)
Male 0.076***
(0.017)
−0.053***
(0.015)
−0.006
(0.019)
0.025**
(0.012)
0.005
(0.010)
−0.016***
(0.005)
0.010
(0.006)
−0.006
(0.004)
Never married/divorced/separated −0.022
(0.038)
0.010
(0.028)
0.002
(0.031)
−0.012
(0.029)
−0.037
(0.031)
−0.027**
(0.014)
0.002
(0.006)
−0.025*
(0.014)
Widowed −0.034
(0.023)
0.047**
(0.022)
−0.010
(0.016)
−0.028
(0.019)
−0.036
(0.022)
−0.038***
(0.012)
−0.008
(0.005)
−0.046***
(0.016)
Constant −0.310***
(0.114)
0.609***
(0.141)
0.468***
(0.073)
−0.134
(0.130)
0.574***
(0.130)
0.874***
(0.038)
−0.033
(0.042)
0.840***
(0.049)
Observations 3839 3839 3839 3839 3839 13,306 13,306 13,306
R2 0.316 0.201 0.384 0.202 0.177 0.135 0.175 0.110
p-value of F-test for all age dummies 0.087 0.166 0.000 0.002 0.117 0.048 0.240 0.230
p-value of F-test for all education dummies 0.000 0.049 0.000 0.102 0.061 0.184 0.541 0.222
p-value of F-test for community fixed effects 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000

Robust standard errors (clustered at the community level) are in parentheses. Reference group for education is illiterate; reference for marriage status is married and living with spouse. Missing values of log(PCE) are imputed by sample mean of log(PCE), and a dummy variable indicating whether log(PCE) is missing is included as control. All regressions control for community fixed effects. Linear probability model, dependent variable: whether having health insurance (=1, Yes; = 0, No).

***

p < 0.01,

**

p < 0.05,

*

p < 0.1.