Table 4

Screening of future defaulters

(1)(2)
Loan rateLoan spread
Future default0.05***0.05***
(0.01)(0.01)
I(Depositor)0.27***0.26***
(0.02)(0.02)
Future default x I(Depositor)–0.02–0.02
(0.02)(0.02)
ln(Debt)–0.12***–0.12***
(0.00)(0.00)
ln(House value)–0.09***–0.09***
(0.01)(0.01)
ln(Deposits)0.00***0.00***
(0.00)(0.00)
Birth year–0.01***–0.01***
(0.00)(0.00)
Has ever received UI0.04***0.04***
(0.00)(0.00)
Number of banks used–0.09***–0.09***
(0.00)(0.00)
Constant17.37***15.54***
(0.66)(0.66)
Observations5,165,4255,165,425
R  2.27.30
Bank × Year FEYY
Municipality × Education × Year FEYY
(1)(2)
Loan rateLoan spread
Future default0.05***0.05***
(0.01)(0.01)
I(Depositor)0.27***0.26***
(0.02)(0.02)
Future default x I(Depositor)–0.02–0.02
(0.02)(0.02)
ln(Debt)–0.12***–0.12***
(0.00)(0.00)
ln(House value)–0.09***–0.09***
(0.01)(0.01)
ln(Deposits)0.00***0.00***
(0.00)(0.00)
Birth year–0.01***–0.01***
(0.00)(0.00)
Has ever received UI0.04***0.04***
(0.00)(0.00)
Number of banks used–0.09***–0.09***
(0.00)(0.00)
Constant17.37***15.54***
(0.66)(0.66)
Observations5,165,4255,165,425
R  2.27.30
Bank × Year FEYY
Municipality × Education × Year FEYY

This table shows the results from regressing the loan rate and loan spread on a wide range of household characteristics, including a dummy for whether the household eventually defaults. Default is measured as an event where the outstanding debt is nonzero, but the bank has not received any interest payments. Standard errors clustered by bank × year are in parentheses.

*

p < .1;

**

p < .05;

***

p < .01.

Table 4

Screening of future defaulters

(1)(2)
Loan rateLoan spread
Future default0.05***0.05***
(0.01)(0.01)
I(Depositor)0.27***0.26***
(0.02)(0.02)
Future default x I(Depositor)–0.02–0.02
(0.02)(0.02)
ln(Debt)–0.12***–0.12***
(0.00)(0.00)
ln(House value)–0.09***–0.09***
(0.01)(0.01)
ln(Deposits)0.00***0.00***
(0.00)(0.00)
Birth year–0.01***–0.01***
(0.00)(0.00)
Has ever received UI0.04***0.04***
(0.00)(0.00)
Number of banks used–0.09***–0.09***
(0.00)(0.00)
Constant17.37***15.54***
(0.66)(0.66)
Observations5,165,4255,165,425
R  2.27.30
Bank × Year FEYY
Municipality × Education × Year FEYY
(1)(2)
Loan rateLoan spread
Future default0.05***0.05***
(0.01)(0.01)
I(Depositor)0.27***0.26***
(0.02)(0.02)
Future default x I(Depositor)–0.02–0.02
(0.02)(0.02)
ln(Debt)–0.12***–0.12***
(0.00)(0.00)
ln(House value)–0.09***–0.09***
(0.01)(0.01)
ln(Deposits)0.00***0.00***
(0.00)(0.00)
Birth year–0.01***–0.01***
(0.00)(0.00)
Has ever received UI0.04***0.04***
(0.00)(0.00)
Number of banks used–0.09***–0.09***
(0.00)(0.00)
Constant17.37***15.54***
(0.66)(0.66)
Observations5,165,4255,165,425
R  2.27.30
Bank × Year FEYY
Municipality × Education × Year FEYY

This table shows the results from regressing the loan rate and loan spread on a wide range of household characteristics, including a dummy for whether the household eventually defaults. Default is measured as an event where the outstanding debt is nonzero, but the bank has not received any interest payments. Standard errors clustered by bank × year are in parentheses.

*

p < .1;

**

p < .05;

***

p < .01.

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