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Table 13 Relationship between PIN and loan information after adding the intangible asset ratio

From: Bank loan information and information asymmetry in the stock market: evidence from China

Variables

PIN

1

2

3

Panel A: Relation between PIN and corporate transparency by adding intangible asset ratio

Intercept

0.3125***

0.3131***

0.3137***

(11.33)

(11.36)

(11.38)

Loan

− 0.0029*

  

(− 1.65)

  

Loan size

 

− 0.0023**

 
 

(− 2.26)

 

Tbank

  

− 0.0031*

  

(− 1.86)

INTAN

0.0306

0.0320

0.0317

(1.28)

(1.33)

(1.32)

Year \(\times\) industry-fixed effect

Yes

Yes

Yes

Firm-fixed effect

Yes

Yes

Yes

Adjusted \(R^2\)

0.0800

0.0801

0.0801

Obs.

43,088

43,088

43,088

Variables

PIN

1

2

3

4

Panel B: Relation between PIN and overdue loans by adding intangible asset ratio

Intercept

0.3820***

0.3802***

0.3790***

0.3820***

(10.61)

(10.56)

(10.50)

(10.61)

OL

0.0116***

   

(2.59)

   

OL rate

 

0.0318***

  
 

(3.12)

  

OL Tbank

  

0.0254**

 
  

(2.51)

 

OL Nbank

   

0.0116***

   

(2.59)

INTAN

0.0452

0.0426

0.0473

0.0452

(1.28)

(1.20)

(1.35)

(1.28)

Year \(\times\) industry-fixed effect

Yes

Yes

Yes

Yes

Firm-fixed effect

Yes

Yes

Yes

Yes

Adjusted \(R^2\)

0.0695

0.0696

0.0696

0.0695

Obs.

26,625

26,625

26,625

26,625

  1. Symbols *, **, and *** indicate significance at the 10%, 5%, and 1% levels, respectively