Skip to main content

Table 8 Robustness check (1): Decomposition using O-R decomposition methods

From: Union membership and the wage gap between the public and private sectors: evidence from China

 

Endowment

 

Price

 
 

(a)

(b) loss of non-union

(c) gain of union

(d) total (b + c)

Value: wage gap = 0.239

0.219

0.008

0.012

0.020

Contribution rate (%)

 Total

91.4%

3.4%

5.2%

8.6%

Each factor

    

 Union

10.4%

− 0.2%

− 4.1%

− 4.3%

 Education

54.0%

45.9%

118.8%

164.7%

 Experience

0.1%

35.5%

58.8%

94.3%

 Health

− 0.4%

− 0.9%

− 1.7%

− 2.6%

 Gender

3.4%

13.1%

21.1%

34.2%

 Ethnicity

0.0%

− 0.4%

3.7%

3.3%

 Married

− 0.5%

− 14.3%

− 21.1%

− 35.4%

 Party

3.8%

1.2%

2.4%

3.6%

 Occupation

23.1%

− 12.4%

− 36.7%

− 49.1%

 I ndustry

0.0%

9.3%

20.8%

30.0%

 Region

− 14.0%

1.4%

− 0.8%

0.7%

 Year

11.7%

4.3%

10.2%

14.5%

 Constant

0.0%

− 79.1%

− 166.3%

− 245.3%

  1. Source: Calculated using data from the CFPS of 2010, 2012, 2014, 2016 and 2018. O-R decomposition method (Oaxaca-Ransom 1994) is used. The results of wage functions based on the OLS method are used in the decomposition analysis