Interest Rate Liberalization and Firm Leverage in China: Effects and Channels
Table 8
Robustness analyses using alternative leverage measures.
Panel A: alternative leverage measures regression results
Variables
Loan
Loan
Sloan
Lloan
Sloan
Lloan
(1)
(2)
(3)
(4)
(5)
(6)
Irlib1
−0.6378
−0.4568
−0.1745
(−9.65)
(−8.22)
(-4.52)
Irlib2
−0.3186
−0.2282
−0.0872
(−9.65)
(−8.22)
(−4.52)
Controls
Yes
Yes
Yes
Yes
Yes
Yes
Constant
−1.8359
−2.0735
−1.3385
−0.3722
−1.5086
−0.4372
(−1.39)
(−1.55)
(−1.21)
(−0.44)
(−1.35)
(−0.51)
Firm effects
Yes
Yes
Yes
Yes
Yes
Yes
Year effects
Yes
Yes
Yes
Yes
Yes
Yes
N
16234
16234
16234
16234
16234
16234
Adj-R2
0.1325
0.1325
0.0992
0.1111
0.0992
0.1111
Panel B: difference analysis results
Coefficient
p-value
Conclusion
Irlib1
β Irlib1⟶Slevvs. βIrlib1⟶Llev = −0.4568vs.0.1745
p ≤ 0.001
βIrlib1⟶Slev < βIrlib1⟶Llev
Irlib2
β Irlib2⟶Slevvs. βIrlib2⟶Llev = −0.2282vs. 0.0872
p ≤ 0.001
βIrlib1⟶Slev < βIrlib1⟶Llev
Note. ,, and indicate statistical significance at 1 percent, 5 percent, and 10 percent, respectively. Two alternative measures of interest rate liberalization are used in Table 8. The t-statistics are in parentheses, we calculate them on the basis of standard errors that are robust to heteroscedasticity.