Panel A: Strings and Cost Flexibility

Independent Variables

(1)

(2)

(3)

(4)

String firms

Non-string firms

String years of string firms

Non-string years of string firms

Coef. (t-value)

Coef. (t-value)

Coef. (t-value)

Coef. (t-value)

Intercept

−0.012

*

0.078

***

−0.019

***

−0.012

(−1.87)

(7.50)

(−3.50)

(−1.24)

ΔS

0.937

***

0.539

***

1.036

***

0.885

***

(56.91)

(43.02)

(128.39)

(34.82)

Employee Intensity

0.148

*

0.053

0.061

0.185

(1.83)

(0.22)

(1.54)

(1.22)

Asset Intensity

0.020

***

0.009

***

0.009

**

0.024

***

(5.41)

(8.46)

(2.42)

(5.09)

Successive Decrease

−0.014

***

−0.078

***

0.005

−0.019

***

(−5.05)

(−20.74)

(1.39)

(−6.04)

Stock Performance

−0.031

***

−0.012

***

−0.023

***

−0.035

***

(−10.72)

(−4.70)

(−13.62)

(−8.24)

Industry Fixed Effect Included

Yes

Yes

Yes

Yes

Adj-R2

0.66

0.31

0.87

0.55

N

59,557

97,768

22,189

37,368

Number of firms

2760

11,934

2760

2760