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Table 4 Regression results using two-part models in 2008 and 2013

From: The distribution of benefits under China’s new rural cooperative medical system: evidence from western rural China

Variables

2008

2013

Participant (Probit)

Continuous (OLS)

Participant (Probit)

Continuous (OLS)

Coeff.

SE

Coeff.

SE

Coeff.

SE

Coeff.

SE

Age (Ref: 15–44 years)

 45–59

−0.011*

0.005

0.256

0.165

− 0.012**

0.003

0.173**

0.057

 60 or above

−0.005

0.008

0.246

0.177

0.016 **

0.006

0.164*

0.064

Gender (Ref: Male)

 Female

0.015**

0.005

−0.315*

0.136

0.018**

0.003

−0.206**

0.040

Chronic conditions (Ref: No)

 Yes

0.056**

0.011

−0.262

0.143

0.089**

0.005

−0.011

0.045

 Self-rated health

−0.001**

0.000

−0.009*

0.004

−0.002**

0.000

−0.011**

0.001

Economic status (Ref: Poorest)

 Poorer

0.009

0.007

−0.045

0.226

0.014**

0.005

0.022

0.066

 Middle

0.028**

0.007

−0.118

0.148

0.018**

0.005

0.065

0.065

 Richer

0.020**

0.007

0.018

0.155

0.028**

0.005

0.195**

0.072

 Richest

0.049**

0.008

0.528**

0.170

0.045**

0.007

0.566**

0.080

Educational status (Ref: Primary or below)

 Middle school

0.006

0.006

−0.101

0.133

−0.001

0.004

0.009

0.049

 High school

0.000

0.009

−0.134

0.183

−0.004

0.006

0.072

0.076

 College or above

−0.005

0.017

−0.038

0.487

0.013

0.012

0.136

0.166

Marital status (Ref: Unmarried)

 Married

0.024**

0.005

0.106

0.222

0.050**

0.005

−0.288**

0.106

 Other

0.014*

0.007

−0.029

0.281

0.026**

0.005

−0.349**

0.114

Employment status (Ref: Employed)

 Unemployed

−0.004

0.005

0.189

0.120

0.011*

0.005

0.033

0.051

Commercial insurance (Ref: No)

 Yes

−0.003

0.009

0.171

0.195

−0.007

0.009

−0.162

0.118

Time to the nearest health-care facility (Ref: Less than 15 min)

 15 min or above

−0.009

0.005

  

0.000

0.004

  

 Sample size

9506

 

408

 

38,010

 

3272

 
  1. Note: (1) Clustered robust SEs in parentheses; (2) Ref means Reference level; (3) *P < 0.05, **P < 0.01