(1)

(2)

(3)

VARIABLES

ROA

net = 0

net = 1

sticky

−0.006***

−0.007***

−0.005***

(−8.66)

(−7.17)

(−4.93)

size

0.010***

0.009***

0.011***

(14.27)

(12.01)

(8.65)

lev

−0.141***

−0.136***

−0.150***

(−19.32)

(−20.71)

(−9.97)

cap

−0.004***

−0.005***

−0.003***

(−9.83)

(−8.07)

(−6.04)

cashflow

0.171***

0.150***

0.195***

(15.44)

(9.18)

(13.70)

top1

0.008**

0.011**

0.005

(2.31)

(2.52)

(0.93)

Constant

−0.125***

−0.109***

−0.147***

(−9.98)

(−7.31)

(−6.80)

Observations

8,073

4,346

3,727

R-squared

0.346

0.365

0.335

industry FE

YES

YES

YES

year FE

YES

YES

YES