Table 3.
Stringency Index and Volatility Regressions.
| STRINGENCY | ECONOMIC | HEALTH | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ln_Volatility | Ln_Volatility | Ln_Volatility | |||||||||||||
| Model | [1] | [2] | [3] | [4] | [5] | [1] | [2] | [3] | [4] | [5] | [1] | [2] | [3] | [4] | [5] |
| Ln(INV) | 0.171*** | 0.158*** | 0.151*** | 0.198*** | 0.144*** | 0.226*** | 0.276*** | 0.266*** | 0.254*** | 0.176*** | 0.170*** | 0.159*** | 0.152*** | 0.193*** | 0.134*** |
| (21.861) | (21.825) | (22.287) | (17.577) | (8.879) | (22.248) | (25.826) | (26.292) | (20.568) | (14.507) | (21.929) | (22.248) | (22.776) | (17.672) | (9.649) | |
| EM × Ln(INV) | -0.089*** | -0.113*** | -0.005 | 0.026 | -0.083*** | -0.109*** | |||||||||
| (-6.495) | (-8.141) | (-0.176) | (1.121) | (-6.222) | (-8.199) | ||||||||||
| EM | 0.361*** | 0.364*** | 0.395*** | 0.289*** | 0.356*** | 0.360*** | |||||||||
| (6.877) | (6.917) | (7.896) | (5.735) | (6.758) | (6.829) | ||||||||||
| Ln(Cases) | 0.036*** | 0.046*** | 0.039*** | ||||||||||||
| (4.912) | (13.586) | (6.893) | |||||||||||||
| Amihud_M | -0.062*** | -0.066*** | -0.066*** | -0.062*** | -0.067*** | -0.067*** | -0.061*** | -0.065*** | -0.066*** | ||||||
| (-7.573) | (-7.638) | (-7.711) | (-7.694) | (-7.851) | (-7.850) | (-7.557) | (-7.654) | (-7.736) | |||||||
| Nasdaq | 0.273*** | 0.313*** | 0.316*** | 0.265*** | 0.310*** | 0.316*** | 0.273*** | 0.313*** | 0.316*** | ||||||
| (4.125) | (4.575) | (4.595) | (3.996) | (4.321) | (4.501) | (4.116) | (4.532) | (4.569) | |||||||
| Ln(Price) | -0.236*** | -0.231*** | -0.233*** | -0.231*** | -0.219*** | -0.224*** | -0.238*** | -0.232*** | -0.234*** | ||||||
| (-11.125) | (-9.684) | (-9.778) | (-10.805) | (-9.166) | (-9.390) | (-11.190) | (-9.724) | (-9.802) | |||||||
| Ln(Size) | -0.015 | -0.032** | -0.031** | -0.019 | -0.039*** | -0.035*** | -0.015 | -0.032** | -0.032** | ||||||
| (-1.218) | (-2.476) | (-2.422) | (-1.514) | (-2.994) | (-2.697) | (-1.195) | (-2.498) | (-2.438) | |||||||
| Turnover | 0.144* | 0.153* | 0.154* | 0.143* | 0.150* | 0.151* | 0.144* | 0.154* | 0.155* | ||||||
| (1.966) | (1.943) | (1.939) | (1.859) | (1.823) | (1.871) | (1.963) | (1.942) | (1.939) | |||||||
| ΔS&P500 | -1.697*** | -1.746*** | -1.744*** | -2.821*** | -2.804*** | -2.233*** | -1.679*** | -1.732*** | -1.723*** | ||||||
| (-16.159) | (-16.534) | (-16.558) | (-22.000) | (-22.095) | (-18.293) | (-16.141) | (-16.497) | (-16.351) | |||||||
| C | -3.682*** | -4.167*** | -3.618*** | -2.779*** | -2.728*** | -3.502*** | -4.014*** | -3.403*** | -2.625*** | -2.608*** | -3.689*** | -4.177*** | -3.631*** | -2.758*** | -2.713*** |
| (-48.523) | (-16.516) | (-12.140) | (-11.836) | (-101.50) | (-47.070) | (-15.398) | (-11.469) | (-11.312) | (-97.698) | (-48.660) | (-16.587) | (-11.979) | (-11.727) | ||
| Country FE | No | Yes | Yes | No | No | No | Yes | Yes | No | No | No | Yes | Yes | No | No |
| Industry FE | No | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes |
| Robust SE | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| N | 46,376 | 45,915 | 45,542 | 45,542 | 45,542 | 46,358 | 45,897 | 45,524 | 45,524 | 45,524 | 46,376 | 45,915 | 45,542 | 45,542 | 45,542 |
| RSQ | 0.011 | 0.324 | 0.727 | 0.700 | 0.701 | 0.004 | 0.325 | 0.727 | 0.701 | 0.702 | 0.010 | 0.324 | 0.727 | 0.700 | 0.701 |
This table provides the results from the variations in the estimation of the following OLS regression specification.
The dependent variable is Ln_Volatility which is the natural log of Range_Volatility. The main independent variable of interest is Ln_INV, which refers to the natural log of the Oxford Stringency, Economic Support and Containment_Health Indexes, respectively. For remaining variable definitions please refer to Table 1. Robust T-stats corresponding to standard errors clustered at the ADR level are reported in parenthesis. ***, **, and * reflect statistical significance at 0.01, 0.05, and 0.10 levels, respectively.