Regression results of the mediation effect of female attributes on female directorship and credit risk
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 | Model 11 | Model 12 | |
| Dependent variable | FE_IND | FE_LED | FE_EXP | FE_HEDU | FE_FOREDU | FE_ACFI | Dependent variable = NPL | |||||
| FPBOD | 0.105*** | 8.003*** | 0.422*** | 0.651*** | 0.290*** | 0.134*** | −0.179** | −0.210*** | −0.263*** | −0.192** | −0.314*** | −0.383*** |
| (0.0183) | (1.515) | (0.0405) | (0.0432) | (0.0332) | (0.0252) | (0.0769) | (0.0710) | (0.0752) | (0.0897) | (0.0728) | (0.0722) | |
| FE_IND | −0.681*** | |||||||||||
| (0.168) | ||||||||||||
| FE_LED | −0.0562*** | |||||||||||
| (0.0153) | ||||||||||||
| FE_EXP | −0.314*** | |||||||||||
| (0.0917) | ||||||||||||
| FE_HEDU | −0.312*** | |||||||||||
| (0.120) | ||||||||||||
| FE_FOREDU | −0.280*** | |||||||||||
| (0.0978) | ||||||||||||
| FE_ACFI | −0.0963 | |||||||||||
| (0.131) | ||||||||||||
| Constant | −0.185*** | −19.14*** | −0.305** | −0.226* | −0.128 | −0.248** | 2.670*** | 2.689*** | 1.267*** | 1.292*** | 1.326*** | 1.338*** |
| (0.0680) | (5.806) | (0.153) | (0.132) | (0.144) | (0.106) | (0.398) | (0.397) | (0.373) | (0.375) | (0.377) | (0.386) | |
| All controls | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Year fixed | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Industry fixed | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 358 | 358 | 328 | 328 | 328 | 328 | 358 | 358 | 328 | 328 | 328 | 328 |
| R-squared | 0.403 | 0.453 | 0.727 | 0.484 | 0.182 | 0.675 | 0.673 | 0.711 | 0.710 | 0.708 | 0.704 | |
| Adj. R-squared | 0.373 | 0.423 | 0.712 | 0.456 | 0.137 | 0.658 | 0.655 | 0.694 | 0.693 | 0.691 | 0.686 | |
| F-statistic | 8.432*** | 14.03*** | 75.42*** | 14.22*** | 3.478*** | 41.41*** | 37.20*** | 35.26*** | 34.91*** | 35.51*** | 34.08*** | |
| Pseudo R2 | 0.2508 | |||||||||||
| Chi-squared | 59.67*** | |||||||||||
| Sobel Test (z statistics) | −2.668*** | −2.153** | −2.802*** | −2.594*** | −2.184** | −0.567 | ||||||
| Aroian Test (z statistics) | −2.642*** | −2.111** | −2.794*** | −2.591** | −2.174** | −0.560 | ||||||
| GoodmanTest (z statistics) | −2.696*** | −2.197** | −2.810*** | −2.597*** | −2.195** | −0.575 | ||||||
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 | Model 8 | Model 9 | Model 10 | Model 11 | Model 12 | |
| 0.105*** | 8.003*** | 0.422*** | 0.651*** | 0.290*** | 0.134*** | −0.179** | −0.210*** | −0.263*** | −0.192** | −0.314*** | −0.383*** | |
| (0.0183) | (1.515) | (0.0405) | (0.0432) | (0.0332) | (0.0252) | (0.0769) | (0.0710) | (0.0752) | (0.0897) | (0.0728) | (0.0722) | |
| −0.681*** | ||||||||||||
| (0.168) | ||||||||||||
| −0.0562*** | ||||||||||||
| (0.0153) | ||||||||||||
| −0.314*** | ||||||||||||
| (0.0917) | ||||||||||||
| −0.312*** | ||||||||||||
| (0.120) | ||||||||||||
| −0.280*** | ||||||||||||
| (0.0978) | ||||||||||||
| −0.0963 | ||||||||||||
| (0.131) | ||||||||||||
| Constant | −0.185*** | −19.14*** | −0.305** | −0.226* | −0.128 | −0.248** | 2.670*** | 2.689*** | 1.267*** | 1.292*** | 1.326*** | 1.338*** |
| (0.0680) | (5.806) | (0.153) | (0.132) | (0.144) | (0.106) | (0.398) | (0.397) | (0.373) | (0.375) | (0.377) | (0.386) | |
| All controls | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Year fixed | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Industry fixed | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 358 | 358 | 328 | 328 | 328 | 328 | 358 | 358 | 328 | 328 | 328 | 328 |
| R-squared | 0.403 | 0.453 | 0.727 | 0.484 | 0.182 | 0.675 | 0.673 | 0.711 | 0.710 | 0.708 | 0.704 | |
| Adj. R-squared | 0.373 | 0.423 | 0.712 | 0.456 | 0.137 | 0.658 | 0.655 | 0.694 | 0.693 | 0.691 | 0.686 | |
| F-statistic | 8.432*** | 14.03*** | 75.42*** | 14.22*** | 3.478*** | 41.41*** | 37.20*** | 35.26*** | 34.91*** | 35.51*** | 34.08*** | |
| Pseudo R2 | 0.2508 | |||||||||||
| Chi-squared | 59.67*** | |||||||||||
| Sobel Test (z statistics) | −2.668*** | −2.153** | −2.802*** | −2.594*** | −2.184** | −0.567 | ||||||
| Aroian Test (z statistics) | −2.642*** | −2.111** | −2.794*** | −2.591** | −2.174** | −0.560 | ||||||
| GoodmanTest (z statistics) | −2.696*** | −2.197** | −2.810*** | −2.597*** | −2.195** | −0.575 | ||||||
Note(s): Numbers in parentheses are robust standard error. Superscripts ***, **, and * denote significance at the 1%, 5%, and 10% levels, respectively. The definitions of variables are given in Appendix
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