Table 4 SDM test results.

From: Network externalities of the innovation network in China’s five urban agglomerations: based on “buzz-and-pipeline” theory

Variable

(Total value of nighttime light)

(1)

(2)

(3)

Intra

Inter

Dual weight

Direct effect

   

K

1.083***

2.088***

0.977***

 

(0.139)

(0.164)

(0.182)

L

0.164***

0.055

−0.051

 

(0.047)

(0.045)

(0.107)

Indirect effect

   

K

0.164

−2.784**

0.222

 

(1.362)

(1.391)

(0.772)

L

3.021***

2.033***

0.582**

 

(0.591)

(0.462)

(0.227)

Total effect

   

K

1.247

−0.696

1.199

 

(1.466)

(1.439)

(0.780)

L

3.185***

2.088***

−0.634***

 

(0.632)

(0.473)

(0.202)

Control

YES

YES

YES

Observations

920

920

920

R-squared

0.767

0.758

0.721

yearfix

YES

YES

YES

infix

YES

YES

YES

  1. Note: Standard deviations in parentheses; ** and *** represent significant at the 5% and 1% levels.