Dependent Variable

NPL Ratio

Fixed Effects

Random Effects

Fixed Effects

Random Effects

SND ratio (t − 1)

−0.342**

−0.345**

−0.340**

−0.343**

(−8.511)

(−8.542)

(−8.275)

(−8.302)

ROA

−0.413**

−0.417**

−0.419**

−0.422**

(−13.140)

(−13.316)

(−13.350)

(−13.542)

Cash ratio

0.009

0.010

0.007

0.008

(1.447)

(1.688)

(1.166)

(1.393)

Capital ratio

0.339**

0.342**

0.319**

0.321**

(9.436)

(9.452)

(8.270)

(8.280)

Deposit ratio

−0.006**

−0.006**

(−2.656)

(−2.718)

Market share

0.001**

0.001**

(2.697)

(2.701)

Observations

1617

1617

F test (p-value)

0.000

0.000

Hausman test (p-value)

0.143

0.334

Adjusted R-squared

0.238

0.246