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Frontiers of Business Research in China

Table 5 Ologit results of full sample migrants

From: Homeownership, city integration, and the sense of happiness of migrants in urban China

 

Regression coefficient

Marginal effect

(1)

(2)

(3)

(4)

(5)

(6)

(7)

Happy = 1

(Very unhappy)

Happy = 2

(Unhappy)

Happy = 3

(Neutral)

Happy = 4

(Happy)

Happy = 5

(Very happy)

Integration

3.287***

3.413***

−0.006***

−0.049***

− 0.688***

0.344***

0.399***

 

(87.584)

(92.449)

(−15.858)

(−41.879)

(− 101.262)

(88.457)

(86.069)

Buyhouse

0.694***

0.903***

−0.002***

− 0.013***

− 0.182***

0.091***

0.106***

 

(12.283)

(15.153)

(−11.028)

(−14.414)

(−15.231)

(15.301)

(15.054)

Integration×Buyhouse

−0.297***

−0.438***

0.001***

0.006***

0.088***

−0.044***

−0.051***

 

(−3.200)

(−4.472)

(4.307)

(4.451)

(4.478)

(−4.491)

(−4.463)

Age

−0.023***

−0.023***

0.000***

0.000***

0.005***

−0.002***

−0.003***

 

(−5.598)

(−5.386)

(5.108)

(5.351)

(5.388)

(−5.385)

(−5.385)

Age_sq

0.000***

0.000***

−0.000***

−0.000***

− 0.000***

0.000***

0.000***

 

(5.737)

(5.726)

(−5.395)

(− 5.684)

(− 5.728)

(5.725)

(5.725)

Eduyear

−0.042***

−0.052***

0.000***

0.001***

0.011***

−0.005***

−0.006***

 

(−20.905)

(−25.259)

(13.572)

(22.238)

(25.401)

(−25.099)

(−25.149)

Gender

0.112***

0.106***

−0.000***

−0.002***

− 0.021***

0.011***

0.012***

 

(11.278)

(10.344)

(−8.701)

(−10.101)

(−10.354)

(10.334)

(10.336)

Marriage

0.237***

0.265***

−0.000***

− 0.004***

−0.053***

0.027***

0.031***

 

(9.639)

(10.341)

(−8.700)

(−10.100)

(−10.354)

(10.343)

(10.328)

Havekid

0.167***

0.149***

−0.000***

−0.002***

− 0.030***

0.015***

0.017***

 

(7.645)

(6.516)

(−6.040)

(−6.455)

(−6.519)

(6.514)

(6.515)

Income

0.109***

0.088***

−0.000***

− 0.001***

−0.018***

0.009***

0.010***

 

(19.606)

(15.392)

(−11.116)

(−14.625)

(−15.432)

(15.384)

(15.356)

GDP

 

0.048***

−0.000***

−0.001***

− 0.010***

0.005***

0.006***

  

(4.874)

(−4.665)

(−4.848)

(−4.875)

(4.873)

(4.873)

Population

 

−0.070***

0.000***

0.001***

0.014***

−0.007***

−0.008***

  

(−11.879)

(9.557)

(11.516)

(11.894)

(−11.864)

(−11.865)

City FE

YES

NO

NO

NO

NO

NO

NO

N

158,333

144,720

     

LR Chi2

23,245.16***

14,761.21***

     

Pseudo R2

0.0683

0.0475

     
  1. Notes. Regression results controlled with the city-fixed effect are reported in column (1) and results not controlled with the city-fixed effect but with city-level variables are reported in column (2). Columns (3)–(7) are the marginal effects of the explaining variables on “Happiness” respectively. z statistics are in parentheses. *, **, and *** represent the significance level at 10%, 5% and 1% respectively
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