From: Do financing institutions consider operating performance in estimating cost of debt?
(1) Pooled | (2) Random effects | (3) Pooled | (4) Random effects | |
---|---|---|---|---|
VARIABLES | COD | COD | COD | COD |
ROA | − 0.235*** | − 0.198*** | ||
[− 2.66] | [− 2.79] | |||
TOBINSQ | − 0.005** | − 0.002** | ||
[− 2.09] | [− 1.87] | |||
SIZE | 0.004 | 0.003 | 0.001 | − 0.002 |
[1.19] | [0.02] | [0.15] | [− 0.55] | |
LEVERAGE | − 0.044* | − 0.079** | − 0.024 | − 0.063** |
[− 1.87] | [− 2.54] | [− 1.10] | [− 2.03] | |
OCF | 0.208*** | 0.192*** | 0.163*** | 0.161*** |
[4.65] | [5.27] | [4.42] | [4.58] | |
NWC | 0.028 | 0.022 | 0.016 | 0.013 |
[1.51] | [0.95] | [0.84] | [0.58] | |
CAPEX | − 0.051 | − 0.085 | − 0.07 | − 0.090* |
[− 1.05] | [− 1.61] | [− 1.45] | [− 1.69] | |
AGE | 0.001 | − 0.003 | 0.001 | − 0.003 |
[0.12] | [− 0.32] | [0.13] | [− 0.40] | |
RND | 0.46 | 0.555 | 0.344 | 0.968 |
[0.25] | [0.27] | [0.18] | [0.48] | |
BOD_SIZE | − 0.028** | − 0.018 | − 0.026** | − 0.019 |
[− 2.27] | [− 0.99] | [− 2.11] | [− 1.03] | |
BIG4 | − 0.018* | − 0.022** | − 0.023** | − 0.027** |
[− 1.66] | [− 2.09] | [− 2.13] | [− 2.46] | |
RECINV | 0.016 | 0.028 | 0.023 | 0.033 |
[0.77] | [0.99] | [1.14] | [1.16] | |
SIZE_AC | − 0.002 | − 0.003 | − 0.002 | − 0.002 |
[− 0.76] | [− 0.61] | [− 0.70] | [− 0.56] | |
INST_OWN | 0 | 0 | 0 | 0 |
[− 0.25] | [0.61] | [− 0.28] | [0.75] | |
GOVT | − 0.001*** | 0 | − 0.001** | 0 |
[− 2.71] | [− 0.36] | [− 2.37] | [− 0.14] | |
DUALITY | 0.020* | 0.015 | 0.019 | 0.016 |
[1.68] | [0.24] | [1.53] | [0.27] | |
OPINION | − 0.001 | − 0.012 | − 0.002 | − 0.011 |
[− 0.11] | [− 1.33] | [− 0.15] | [− 1.25] | |
Year effects controlled | Yes | Yes | Yes | Yes |
Fixed effects-Industry | Controlled | Controlled | Controlled | Controlled |
Constant | 0.140*** | 0.161*** | 0.157*** | 0.175*** |
[3.51] | [3.05] | [3.72] | [3.28] | |
Observations | 547 | 547 | 547 | 547 |
Number of Unique companies | 114 | 114 | ||
Wald Chi2 (28) | 68.09*** | 60.13*** | ||
Prob > Chi2 | 0.0000 | 0.000 | ||
R-squared | 0.14 | 0.13 | ||
Adj. R-squared | 0.09 | 0.08 |