1 = the big four, 0 = Non-big four

R&D1

0.0002

(0.00)

R&D2

0.0001

(0.13)

R&D_Z

0.0017

(0.42)

R&D_F

0.0021

(0.47)

Size

1.2485***

0.0256***

0.6394***

(29.52)

(5.34)

(28.62)

Lev

−2.0515***

−0.0153

−1.0615***

(−7.09)

(−1.25)

(−7.40)

OtherRev

−1.6469

−0.0854

−0.9416

(−0.88)

(−1.20)

(−0.98)

Turnover

2.4851***

−0.0373

1.3155***

(5.40)

(−1.11)

(5.54)

CashFlow

4.7991***

0.0208

2.4833***

(7.44)

(1.51)

(7.62)

Growth

−0.4764***

−0.0051**

−0.2595***

(−3.91)

(−2.43)

(−4.36)

Roa

−0.7055

0.0209

−0.4007

(−0.58)

(0.59)

(−0.65)

Loss

0.0685

0.0050

0.0764

(0.34)

(1.21)

(0.77)

IIR

1.1892***

0.0054

0.5954***

(5.73)

(0.66)

(5.76)

Ret

0.1246

0.0067**

0.057

(1.10)

(2.53)

(1.00)

Sd_Ret

−1.0644

−0.0088

−0.4192

(−0.96)

(−0.35)

(−0.78)

_cons

−29.2902***

−0.5308***

−15.2417***

(−30.25)

(−5.20)

(−29.54)

year

Control

Control

Control

Industry

Control

Control

Control

N

14958

14958

14958

Pseudo R2

0.3126

0.1394

0.3076