Table 6 Adding strategic and competitive factors as a robustness check.

From: CEO political connections and OFDI of Chinese firms under the Belt and Road Initiative

 

(1)

(2)

(3)

(4)

(5)

GDP per capita

−0.0758**

−0.0753**

−0.0777**

−0.0417

−0.0436

 

(0.031)

(0.031)

(0.030)

(0.041)

(0.041)

GDP growth

0.0077

0.0084

0.0083*

0.0065

0.0064

 

(0.005)

(0.005)

(0.005)

(0.006)

(0.006)

Gini coefficient

0.5891***

0.5977***

0.5532***

0.5901***

0.5389***

 

(0.182)

(0.183)

(0.180)

(0.183)

(0.181)

Population density

0.0514***

0.0526***

0.0533***

0.0681***

0.0687***

 

(0.019)

(0.019)

(0.019)

(0.023)

(0.023)

CPI

−0.0509

−0.0529

−0.0470

−0.0617

−0.0556

 

(0.063)

(0.063)

(0.063)

(0.064)

(0.064)

Size

0.0228

0.0208

0.0154

0.0211

0.0158

 

(0.016)

(0.016)

(0.015)

(0.016)

(0.015)

Adjusted ROA

0.2814

0.2736

0.3273

0.2681

0.3241

 

(0.206)

(0.201)

(0.203)

(0.200)

(0.203)

Tobin’s Q

0.0531

0.0599

0.0549

0.0593

0.0539

 

(0.040)

(0.040)

(0.040)

(0.040)

(0.040)

Book-to-market ratio

0.0107

0.0462

0.0554

0.0399

0.0475

 

(0.148)

(0.151)

(0.150)

(0.149)

(0.148)

Net profit growth

−0.0022**

−0.0021**

−0.0022**

−0.0021**

−0.0022**

 

(0.001)

(0.001)

(0.001)

(0.001)

(0.001)

Patent stock

−0.0430***

−0.0456***

−0.0444***

−0.0455***

−0.0442***

 

(0.007)

(0.007)

(0.007)

(0.007)

(0.007)

Concentration

0.0013

0.0012

0.0012

0.0012

0.0012

 

(0.001)

(0.001)

(0.001)

(0.001)

(0.001)

Separation ratio

−0.0010

−0.0010

−0.0017

−0.0010

−0.0017

 

(0.002)

(0.002)

(0.002)

(0.002)

(0.002)

R&D employee ratio

−0.0029***

−0.0030***

−0.0030***

−0.0031***

−0.0031***

 

(0.001)

(0.001)

(0.001)

(0.001)

(0.001)

Multinational strategy

0.0074***

0.0069***

0.0076***

0.0067***

0.0074***

 

(0.002)

(0.002)

(0.002)

(0.002)

(0.002)

Financial condition

0.0059

0.0062

0.0073

0.0067

0.0079

 

(0.008)

(0.008)

(0.008)

(0.008)

(0.008)

Key provinces of BRI

−0.0746**

−0.0697**

−0.0637**

−0.0680**

−0.0613*

 

(0.032)

(0.032)

(0.032)

(0.032)

(0.032)

Key industries of BRI

−0.0758

−0.0810

−0.0759

−0.0747

−0.0673

 

(0.145)

(0.144)

(0.143)

(0.146)

(0.144)

Export

0.3353

0.3051

0.3531

0.2534

0.3099

 

(0.324)

(0.326)

(0.325)

(0.316)

(0.315)

Trade flows

−0.4624

−0.4300

−0.4783

−0.3749

−0.4313

 

(0.320)

(0.323)

(0.322)

(0.313)

(0.312)

Trade openness

0.1968

0.2145

0.1967

0.1966

0.1735

 

(0.177)

(0.179)

(0.178)

(0.180)

(0.179)

Marketization

0.0648**

0.0643**

0.1896***

0.0653**

0.1949***

 

(0.031)

(0.030)

(0.050)

(0.031)

(0.050)

WGI

0.1815***

0.1806***

0.1743***

0.1746

0.1770

 

(0.059)

(0.060)

(0.059)

(0.069)

(0.084)

Politics

 

0.0939**

0.1103***

0.1143**

0.1402***

  

(0.037)

(0.037)

(0.045)

(0.046)

Politics × Marketization

  

−0.1586***

 

−0.1637***

   

(0.044)

 

(0.045)

Politics × WGI

   

−0.1683***

−0.1510**

    

(0.063)

(0.075)

Industry

Yes

Yes

Yes

Yes

Yes

Year

Yes

Yes

Yes

Yes

Yes

(constant)

−1.5605

−1.6388*

−2.9118***

−2.2771**

−2.5878***

 

(0.974)

(0.975)

(1.093)

(1.091)

(1.068)

N

2658

2652

2652

2652

2652

Pseudo R2

0.0317

0.0323

0.0338

0.0324

0.0340

Log pseudolikelihood

−3189.7911

−3181.0874

−3176.024

−3180.6569

−3175.3145

  1. Values in the table are unstandardized regression coefficients. Standard errors are in parentheses.
  2. *p < 0.1, **p < 0.05, ***p < 0.01.