Additional robustness checks
| Panel A: Alternative measures of crash risk | ||||
|---|---|---|---|---|
| NCSKEWt+2 | DUVOLt+1 | ESIGMAt+1 | CRASHDUMt+1 | |
| (1) | (2) | (3) | (4) | |
| IDDRt | 0.057** | 0.049* | 0.048*** | 0.014* |
| (0.024) | (0.027) | (0.015) | (0.009) | |
| Controls | Y | Y | Y | Y |
| Firm FE | Y | Y | Y | Y |
| Region*Year FE | Y | Y | Y | Y |
| N | 59,969 | 64,490 | 64,550 | 64,556 |
| Adj_R2 | 0.037 | 0.064 | 0.066 | 0.045 |
| Panel A: Alternative measures of crash risk | ||||
|---|---|---|---|---|
| (1) | (2) | (3) | (4) | |
| 0.057** | 0.049* | 0.048*** | 0.014* | |
| (0.024) | (0.027) | (0.015) | (0.009) | |
| Controls | Y | Y | Y | Y |
| Firm FE | Y | Y | Y | Y |
| Region*Year FE | Y | Y | Y | Y |
| 59,969 | 64,490 | 64,550 | 64,556 | |
| 0.037 | 0.064 | 0.066 | 0.045 | |
| Panel B: Alternative model specifications | ||||
|---|---|---|---|---|
| NCSKEWt+1 | ||||
| Two-way cluster | Sic2*year FE | Excluding delaware firms | Excluding current-year firms | |
| (1) | (2) | (3) | (4) | |
| IDDRt | 0.077*** | 0.077*** | 0.072** | 0.077*** |
| (0.025) | (0.027) | (0.028) | (0.024) | |
| Controls | Y | Y | Y | Y |
| Firm FE | Y | Y | Y | Y |
| Region*Year FE | Y | Y | Y | Y |
| N | 65,489 | 24,474 | 63,179 | 63,223 |
| Adj_R2 | 0.055 | 0.052 | 0.055 | 0.055 |
| Panel B: Alternative model specifications | ||||
|---|---|---|---|---|
| Two-way cluster | Sic2*year FE | Excluding delaware firms | Excluding current-year firms | |
| (1) | (2) | (3) | (4) | |
| 0.077*** | 0.077*** | 0.072** | 0.077*** | |
| (0.025) | (0.027) | (0.028) | (0.024) | |
| Controls | Y | Y | Y | Y |
| Firm FE | Y | Y | Y | Y |
| Region*Year FE | Y | Y | Y | Y |
| 65,489 | 24,474 | 63,179 | 63,223 | |
| 0.055 | 0.052 | 0.055 | 0.055 | |
| Panel C: Specific subsamples | ||||
|---|---|---|---|---|
| NCSKEWt+1 | ||||
| −0.5≤Sales growth≤1 | Manufacturing firms | Excluding 2008–2009 observations | 1995–2015 | |
| (1) | (2) | (3) | (4) | |
| IDDRt | 0.060** | 0.139*** | 0.078*** | 0.075*** |
| (0.023) | (0.029) | (0.028) | (0.027) | |
| Controls | Y | Y | Y | Y |
| Firm FE | Y | Y | Y | Y |
| Region*Year FE | Y | Y | Y | Y |
| N | 60,629 | 31,971 | 60,201 | 50,556 |
| Adj_R2 | 0.054 | 0.059 | 0.059 | 0.054 |
| Panel C: Specific subsamples | ||||
|---|---|---|---|---|
| −0.5≤Sales growth≤1 | Manufacturing firms | Excluding 2008–2009 observations | 1995–2015 | |
| (1) | (2) | (3) | (4) | |
| 0.060** | 0.139*** | 0.078*** | 0.075*** | |
| (0.023) | (0.029) | (0.028) | (0.027) | |
| Controls | Y | Y | Y | Y |
| Firm FE | Y | Y | Y | Y |
| Region*Year FE | Y | Y | Y | Y |
| 60,629 | 31,971 | 60,201 | 50,556 | |
| 0.054 | 0.059 | 0.059 | 0.054 | |
| Panel D: Firm location issues | ||||
|---|---|---|---|---|
| NCSKEWt+1 | ||||
| State firms≥20 | Excluding geographical disperse industries | Adjusted headquarter | Excluding headquarter-movers | |
| (1) | (2) | (3) | (4) | |
| IDDRt | 0.077*** | 0.091*** | 0.067*** | 0.075*** |
| (0.024) | (0.027) | (0.024) | (0.024) | |
| Controls | Y | Y | Y | Y |
| Firm FE | Y | Y | Y | Y |
| Region*Year FE | Y | Y | Y | Y |
| N | 63,223 | 61,478 | 65,489 | 59,637 |
| Adj _R2 | 0.055 | 0.056 | 0.055 | 0.056 |
| Panel D: Firm location issues | ||||
|---|---|---|---|---|
| State firms≥20 | Excluding geographical disperse industries | Adjusted headquarter | Excluding headquarter-movers | |
| (1) | (2) | (3) | (4) | |
| 0.077*** | 0.091*** | 0.067*** | 0.075*** | |
| (0.024) | (0.027) | (0.024) | (0.024) | |
| Controls | Y | Y | Y | Y |
| Firm FE | Y | Y | Y | Y |
| Region*Year FE | Y | Y | Y | Y |
| 63,223 | 61,478 | 65,489 | 59,637 | |
| 0.055 | 0.056 | 0.055 | 0.056 | |
Note(s): This table examines the robustness of rejection of the Inevitable Disclosure Doctrine (IDD) on stock price crash risk through conducting additional tests. All variables are as defined in Table A1 in Appendix. The sample period covers 1990 through 2017 except for special indication. All columns control for firm-fixed effects and region-times-year-fixed effects except for special indication. Robust standard errors are clustered at the state-of-headquarter level. Robust standard errors are reported in parentheses. Coefficients marked with *, ** and *** are significant at 10%, 5% and 1%, respectively
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