Variable

Explained variable —later_loss

Explained variable —ln_auditfee

Variable

Explained variable —later_loss

Explained variable —ln_auditfee

(1)

(2)

(3)

(4)

dcscost

1.865***

0.078**

cha_dcscost

1.878***

0.071**

change_zd

0.180***

0.010**

MP

1.756***

−0.006

others Var.

Yes

Yes

others Var.

Yes

Yes

Ind./Year

Yes

Yes

Ind./Year

Yes

Yes

N

20,400

22,887

N

20,400

22,887

adj-R2

-

0.645

adj-R2

-

0.645

Variable

Explained variable —later_roa

Explained variable —cha_lnauditfee

Variable

Explained variable —later_sdroa

Explained variable —cha_lnauditfee

(5)

(6)

(7)

(8)

dcscost

−0.020**

0.083**

dcscost

0.023***

cha_dcscost

0.073*

others Var.

Yes

Yes

others Var.

Yes

Yes

Ind./Year

Yes

Yes

Ind./Year

Yes

Yes

N

20,417

22,887

N

20,459

22,887

adj-R2

0.008

0.782

adj-R2

0.128

0.782