Before Centralization

After Centralization

(1)

(2)

Innov

Innov

Degree

10.943***

−0.249

(3.755)

(−1.457)

SA

−3.213

−3.213

(−1.093)

(−1.093)

SA × Degree

3.013***

3.013***

(3.965)

(3.965)

DT

5.609***

5.609***

(5.102)

(5.102)

Size

4.912***

4.912***

(3.628)

(3.628)

ROA

−0.571

−0.571

(−0.083)

(−0.083)

Growth

0.699*

0.699*

(1.856)

(1.856)

Lev

6.099

6.099

(1.515)

(1.515)

Top1

0.094

0.094

(1.474)

(1.474)

Top31

2.023

2.023

(1.059)

(1.059)

DUAL

0.220

0.220

(0.208)

(0.208)

PID

−0.812

−0.812

(−0.119)

(−0.119)

State

1.075

1.075

(0.777)

(0.777)

Constant

−118.348***

−106.416***

(−4.374)

(−3.713)

IND

controlled

controlled

Year

controlled

controlled

Observations

513

513

Adjusted R-squared

0.234

0.234