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Table 4 Results from logistic regression

From: How does air pollution affect urban settlement of the floating population in China? New evidence from a push-pull migration analysis

Dependent variables

Model1

Model2

Model3

Staywilling

(1)

(2)

(3)

PM2.5

−0.038 (− 1.94)

−0.081*** (− 4.07)

−0.087*** (− 4.25)

Lnpgdp

 

0.084*** (3.99)

0.189*** (8.63)

Unemployment

 

−0.018** (− 3.03)

− 0.026*** (− 4.43)

Undergraduate

 

0.011* (2.48)

0.0004 (1.05)

Pop

 

0.012*** (14.08)

0.008*** (9.04)

Perroad

 

−0.102*** (−8.63)

− 0.085*** (−6.94)

Rubbish

 

0.140*** (5.16)

0.115*** (4.17)

Direction (Reference: East to East)

 Midwest to East

 

−0.386*** (−16.36)

− 0.135*** (−4.96)

 East to Midwest

 

−0.508*** (−12.84)

−0.364*** (−8.57)

 Midwest to Midwest

 

−0.352*** (−15.93)

− 0.210*** (−9.06)

Education (Reference: Less than primary)

 Junior school

0.293*** (13.39)

 

0.284*** (12.93)

 Senior school

0.467*** (17.60)

 

0.456*** (17.06)

 College and above

0.710*** (22.13)

 

0.696*** (21.46)

Marriage (Ref: Unmarried)

 Married

0.371*** (14.25)

 

0.393*** (15.03)

Hukou (Ref: Agricultural)

 Non-agricultural

−0.092*** (− 4.13)

 

− 0.099*** (−4.37)

Range (Ref: Inter-provincial)

 Intra-provinicial

0.049** (2.89)

 

0.085*** (3.99)

 Duration

0.031*** (20.17)

 

0.029*** (18.83)

Status (Reference: Employee)

 Employer

0.097* (2.12)

 

0.181*** (3.93)

 Self-employment

−0.169*** (−8.50)

 

− 0.091*** (−4.42)

 Others

− 0.051* (−2.13)

 

− 0.015 (− 0.61)

Income (Reference: 9000 and above)

 Less than 4200

− 0.635*** (−24.63)

 

− 0.546*** (− 20.82)

 4200–6000

− 0.470*** (−17.71)

 

−0.405*** (−15.10)

 6000–9000

− 0.274*** (− 11.21)

 

− 0.239*** (− 9.73)

 Medical insurance

0.062** (2.21)

 

0.138*** (6.52)

 Social security card

0.122*** (7.23)

 

0.097*** (5.61)

House (Reference: Free housing)

 Rent

0.119*** (5.44)

 

0.102*** (4.63)

 Self-buying

0.774*** (25.54)

 

0.809*** (26.52)

Family (Reference: Single)

 Spouse

0.500*** (6.63)

 

0.527*** (6.97)

 Child

0.060 (1.35)

 

0.133*** (2.98)

 Parents

0.244*** (4.08)

 

0.260*** (4.33)

 Constant

0.913*** (16.69)

1.750*** (41.01)

0.797*** (10.49)

 Pseudo R2

0.05

0.01

0.06

 Log likelihood

−50,598.39

−52,747.26

−50,279.64

 N

116,283

116,283

116,283

  1. t statistics in parentheses
  2. * p < 0.05, ** p < 0.01, *** p < 0.001