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Table 6 Subgroup regression results of firms under different ownership and different scale

From: Could more innovation output bring better financial performance? The role of financial constraints

Independent variables

Scale

Ownership

Area

large

SMEs

SOEs

Non-SOEs

East

Non-East

Model 11

Model 12

Model 13

Model 14

Model 15

Model 16

Share

0.085***

0.028***

0.032***

0.045***

0.064***

0.025***

(6.02)

(5.41)

(2.65)

(8.20)

(9.88)

(2.94)

CI

− 0.899***

− 0.170***

− 0.577***

− 0.171***

− 0.335***

− 0.169***

(− 5.56)

(− 6.23)

(− 5.99)

(− 5.15)

(− 7.88)

(− 3.23)

Cost

− 0.345***

− 0.003

− 0.003

− 0.008

− 0.004

− 0.010

(− 4.60)

(− 1.19)

(− 0.77)

(− 1.63)

(− 1.21)

(− 1.32)

Subsidy

− 0.018***

0.001

− 0.020***

0.004**

− 0.001

− 0.009***

(− 3.87)

(0.77)

(− 5.97)

(2.47)

(− 0.35)

(− 3.35)

DOI

0.068

0.005

0.043

0.020

0.007

0.073***

(1.23)

(0.46)

(1.34)

(1.36)

(0.41)

(3.15)

Innov

− 1.299**

− 1.201***

− 1.483***

− 2.262***

− 2.359***

− 1.825***

(− 2.03)

(− 5.66)

(− 4.39)

(− 9.19)

(− 8.35)

(− 7.01)

Innov2

0.081***

0.092***

0.094***

0.151***

0.142***

0.117***

(2.93)

(7.82)

(6.03)

(12.46)

(10.67)

(9.38)

IFC

0.842

0.911***

1.359***

1.911***

2.340***

1.576***

(0.79)

(3.54)

(2.92)

(5.55)

(5.76)

(4.39)

IFC × Innov

− 0.165

− 0.308***

− 0.297***

− 0.567***

− 0.543***

− 0.418***

(− 0.87)

(− 5.35)

(− 3.37)

(− 8.19)

(− 6.92)

(− 5.95)

IFC × Innov2

0.009

0.023***

0.018***

0.037***

0.032***

0.026***

(1.03)

(7.08)

(4.21)

(10.52)

(8.26)

(7.53)

MFC

− 0.494

0.415***

− 0.381

− 0.437***

− 0.721***

− 0.576***

(− 1.06)

(3.63)

(− 1.63)

(− 3.09)

(− 4.49)

(− 2.99)

MFC × Innov

0.154**

− 0.054**

0.113***

0.176***

0.192***

0.167***

(1.97)

(− 2.21)

(2.72)

(6.43)

(6.41)

(4.73)

MFC × Innov2

− 0.009***

0.002*

− 0.007***

− 0.011***

− 0.011***

− 0.010***

(− 2.69)

(1.82)

(− 3.74)

(− 8.40)

(− 7.71)

(− 6.17)

IFC × MFC

− 0.211

0.064**

− 0.138**

− 0.170***

− 0.225***

− 0.185***

(− 1.51)

(2.02)

(− 2.30)

(− 4.25)

(− 5.06)

(− 3.55)

IFC × MFC × Innov

0.052**

− 0.003

0.038***

0.059***

0.059***

0.056***

(2.15)

(− 0.46)

(3.42)

(7.54)

(6.96)

(5.67)

IFC × MFC × Innov2

− 0.003***

− 0.000

− 0.002***

− 0.004***

− 0.003***

− 0.003***

(− 2.68)

(− 0.37)

(− 4.57)

(− 9.62)

(− 8.29)

(− 7.47)

_cons

5.000

3.101***

5.631***

6.923***

10.013***

6.161***

(1.30)

(2.85)

(2.94)

(5.01)

(6.46)

(3.80)

Year FE

Yes

Yes

Yes

Yes

Yes

Yes

Industry FE

Yes

Yes

Yes

Yes

Yes

Yes

Scale

No

No

Yes

Yes

Yes

Yes

Area FE

Yes

Yes

Yes

Yes

No

No

Ownership

Yes

Yes

No

No

Yes

Yes

N

19,928

123,044

29,064

113,908

89,541

53,431

F

19.996

126.911

26.922

113.580

90.653

63.612

r2_b

0.035

0.175

0.089

0.272

0.299

0.232

r2_o

0.039

0.190

0.100

0.306

0.326

0.264

  1. t statistics in parentheses
  2. *p < 0.1; **p < 0.05; ***p < 0.01