TABLE 7.
Stepwise regression results of intermediation effects.
Intermediate variables |
lnCdf
|
lnSubs
|
||||
Variables | lnTfp | lnCdf | lnTfp | lnTfp | lnSubs | lnTfp |
(1) | (2) | (3) | (4) | (5) | (6) | |
GCL | 0.373*** | 0.224*** | 0.325*** | 0.373*** | 0.499*** | 0.323*** |
(17.50) | (5.06) | (17.00) | (17.50) | (10.23) | (15.46) | |
lnCdf | 0.213*** | |||||
(41.43) | ||||||
lnSubs | 0.100*** | |||||
(19.63) | ||||||
lnAge | 0.354*** | 0.704*** | 0.204*** | 0.354*** | 0.679*** | 0.286*** |
(10.92) | (10.44) | (6.97) | (10.92) | (9.15) | (9.02) | |
lnCash | 0.013 | –0.053** | 0.024** | 0.013 | –0.010 | 0.014 |
(1.00) | (–2.03) | (2.12) | (1.00) | (–0.33) | (1.11) | |
lnRoa | 0.302*** | 0.554*** | 0.184*** | 0.302*** | 0.342*** | 0.268*** |
(10.85) | (9.55) | (7.33) | (10.85) | (5.35) | (9.87) | |
lnTang | 0.542*** | 0.374* | 0.462*** | 0.542*** | –0.217 | 0.564*** |
(5.42) | (1.80) | (5.16) | (5.42) | (–0.95) | (5.79) | |
lnLev | 0.469*** | 1.434*** | 0.164*** | 0.469*** | 0.529*** | 0.417*** |
(17.52) | (25.73) | (6.52) | (17.52) | (8.62) | (15.89) | |
lnRoe | –0.016 | –0.415*** | 0.073*** | –0.016 | –0.124*** | –0.003 |
(–0.83) | (–10.64) | (4.30) | (–0.83) | (–2.89) | (–0.18) | |
Constant | 15.055*** | 19.634*** | 10.871*** | 15.055*** | 14.960*** | 13.564*** |
(129.71) | (81.26) | (74.98) | (129.71) | (56.26) | (99.61) | |
Bootstrap test(ind-eff) Bootstrap test(dir-eff) |
0.048 (0.000***) | 0.05 (0.000***) | ||||
0.325(0.000***) | 0.323 (0.000***) | |||||
Observations | 7,014 | 7,014 | 7,014 | 7,014 | 7,014 | 7,014 |
R-squared | 0.171 | 0.294 | 0.335 | 0.171 | 0.068 | 0.215 |
t-statistics in parentheses, *** p < 0.01, ** p < 0.05, * p < 0.1.