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Table 12 Voluntary disclosures and the bidding activity: The Heckman two–step estimation

From: Voluntary disclosures and peer-to-peer lending decisions: Evidence from the repeated game

 

Borrowing experience

Successful borrowing experience

Stage1

Stage2

Stage1

Stage2

(1)

(2)

(3)

(4)

 

Ltimes×Score

−0.051*

−0.040***

   

(−1.86)

(−5.08)

   

Ltimes

−0.175*

0.225***

   

(−1.77)

(7.61)

   

Lsuccess×Score

  

−0.122***

−0.034***

 
  

(−3.32)

(−4.63)

 

Lsuccess

  

−0.542***

0.282***

 
  

(−4.72)

(9.14)

 

Score

0.049**

0.014***

0.132***

0.015***

 

(2.42)

(3.12)

(3.99)

(2.93)

 

Lnamount

−0.206***

−0.079***

−0.256***

−0.067***

 

(−6.33)

(−9.42)

(−7.71)

(−7.60)

 

Months

−0.052***

−0.016***

− 0.061***

−0.013***

 

(−6.27)

(−5.83)

(−7.09)

(−4.81)

 

Bgrade

0.226***

−0.041***

0.076

−0.020*

 

(4.86)

(−3.64)

(1.54)

(−1.84)

 

Idnumber

0.713***

0.060***

0.731***

0.032*

 

(14.87)

(3.03)

(15.27)

(1.70)

 

Age

0.251***

−0.017*

0.244***

−0.019**

 

(8.66)

(−1.80)

(8.28)

(−2.14)

 

Worker

−0.324***

0.058***

−0.314***

0.061***

 

(−4.41)

(2.86)

(−4.20)

(3.09)

 

Boss

−0.138

0.029

−0.137

0.035

 

(−1.44)

(1.09)

(−1.40)

(1.31)

 

Gender

−0.458***

−0.019

− 0.460***

−0.005

 

(−7.55)

(−1.02)

(−7.51)

(−0.27)

 

Student

−0.187

0.005

−0.119

−0.011

 

(−1.20)

(0.09)

(−0.76)

(−0.20)

 

Guarantee

0.512***

 

0.496***

  

(6.81)

 

(6.44)

  

MILLS

 

0.0652

 

−0.0137

 
 

0.0586

 

0.0548

 

Constant

0.651**

1.280***

1.668***

1.123***

 

(2.35)

(17.15)

(5.43)

(15.39)

 

Year

Yes

Yes

Yes

Yes

N

3935

3935

3935

3935

 
  1. Notes. Robust standard errors are reported in parentheses. *, **, *** represents statistical significance at the 10%, 5% and 1% confidence levels, respectively