Descriptive statistics
| Variable | Mean | Std. Dev | p25 | Median | p75 |
|---|---|---|---|---|---|
| Panel A: Summary statistics – “recent” sample | |||||
| Dependent Variable | |||||
| FE | 0.561 | 1.312 | 0.058 | 0.171 | 0.486 |
| Independent Variables | |||||
| HRE | 0.244 | 0.429 | 0 | 0 | 0 |
| COVID | 0.697 | 0.459 | 0 | 1 | 1 |
| Control Variables | |||||
| SIZE | 8.774 | 1.935 | 7.484 | 8.747 | 10.023 |
| ANALYSTS_ISSUING | 12.418 | 7.131 | 7 | 11 | 17 |
| DURATION | 5.383 | 4.222 | 2 | 4 | 8 |
| BAD_NEWS | 0.242 | 0.428 | 0 | 0 | 0 |
| LEV | 0.326 | 0.205 | 0.164 | 0.321 | 0.462 |
| FCF | −0.037 | 0.155 | −0.108 | −.029 | 0.041 |
| KZINDEX | −1752.203 | 32090.798 | −3271.525 | −466.521 | 107.875 |
| INVESTMENT | 0.043 | 0.060 | 0.007 | 0.023 | 0.054 |
| BTM | 0.428 | 0.396 | 0.146 | 0.300 | 0.589 |
| IND_EXPERIENCE | 8.273 | 5.389 | 4 | 7 | 11 |
| Cross-Sectional Test Variables | |||||
| HIGH INTENSITY | 0.200 | 0.400 | 0 | 0 | 0 |
| PANDEMIC | 0.665 | 0.472 | 0 | 1 | 1 |
| NEGATIVE SENTIMENT | 0.243 | 0.429 | 0 | 0 | 0 |
| CONCENTRATION | 0.217 | 0.412 | 0 | 0 | 0 |
| ANALYST_FOLLOWING | 0.172 | 0.378 | 0 | 0 | 0 |
| Panel B: Summary statistics – “all” sample | |||||
| Dependent Variable | |||||
| FE | 0.598 | 1.290 | 0.063 | 0.188 | 0.543 |
| Independent Variables | |||||
| HRE | 0.237 | 0.426 | 0 | 0 | 0 |
| COVID | 0.713 | 0.452 | 0 | 1 | 1 |
| Control Variables | |||||
| SIZE | 9.014 | 1.959 | 7.683 | 8.934 | 10.287 |
| ANALYSTS_ISSUING | 12.757 | 6.943 | 7 | 12 | 17 |
| DURATION | 5.531 | 4.286 | 2 | 4 | 8 |
| BAD_NEWS | 0.254 | 0.435 | 0 | 0 | 1 |
| LEV | 0.325 | 0.206 | 0.161 | 0.320 | 0.462 |
| FCF | −0.034 | 0.160 | −0.107 | −0.027 | 0.044 |
| KZINDEX | 1502.226 | 41885.506 | −3185.478 | −402.188 | 315.653 |
| INVESTMENT | 0.041 | 0.058 | 0.006 | 0.021 | 0.052 |
| BTM | 0.448 | 0.406 | 0.154 | 0.318 | 0.630 |
| IND_EXPERIENCE | 8.352 | 5.399 | 4 | 7 | 12 |
| Cross-Sectional Test Variables | |||||
| HIGH INTENSITY | 0.208 | 0.406 | 0 | 0 | 0 |
| PANDEMIC | 0.658 | 0.474 | 0 | 1 | 1 |
| NEGATIVE SENTIMENT | 0.239 | 0.427 | 0 | 0 | 0 |
| CONCENTRATION | 0.219 | 0.413 | 0 | 0 | 0 |
| ANALYST_FOLLOWING | 0.202 | 0.402 | 0 | 0 | 0 |
| Variable | Mean | Std. Dev | p25 | Median | p75 |
|---|---|---|---|---|---|
| Panel A: Summary statistics – “recent” sample | |||||
| FE | 0.561 | 1.312 | 0.058 | 0.171 | 0.486 |
| HRE | 0.244 | 0.429 | 0 | 0 | 0 |
| COVID | 0.697 | 0.459 | 0 | 1 | 1 |
| SIZE | 8.774 | 1.935 | 7.484 | 8.747 | 10.023 |
| ANALYSTS_ISSUING | 12.418 | 7.131 | 7 | 11 | 17 |
| DURATION | 5.383 | 4.222 | 2 | 4 | 8 |
| BAD_NEWS | 0.242 | 0.428 | 0 | 0 | 0 |
| LEV | 0.326 | 0.205 | 0.164 | 0.321 | 0.462 |
| FCF | −0.037 | 0.155 | −0.108 | −.029 | 0.041 |
| KZINDEX | −1752.203 | 32090.798 | −3271.525 | −466.521 | 107.875 |
| INVESTMENT | 0.043 | 0.060 | 0.007 | 0.023 | 0.054 |
| BTM | 0.428 | 0.396 | 0.146 | 0.300 | 0.589 |
| IND_EXPERIENCE | 8.273 | 5.389 | 4 | 7 | 11 |
| HIGH INTENSITY | 0.200 | 0.400 | 0 | 0 | 0 |
| PANDEMIC | 0.665 | 0.472 | 0 | 1 | 1 |
| NEGATIVE SENTIMENT | 0.243 | 0.429 | 0 | 0 | 0 |
| CONCENTRATION | 0.217 | 0.412 | 0 | 0 | 0 |
| ANALYST_FOLLOWING | 0.172 | 0.378 | 0 | 0 | 0 |
| Panel B: Summary statistics – “all” sample | |||||
| FE | 0.598 | 1.290 | 0.063 | 0.188 | 0.543 |
| HRE | 0.237 | 0.426 | 0 | 0 | 0 |
| COVID | 0.713 | 0.452 | 0 | 1 | 1 |
| SIZE | 9.014 | 1.959 | 7.683 | 8.934 | 10.287 |
| ANALYSTS_ISSUING | 12.757 | 6.943 | 7 | 12 | 17 |
| DURATION | 5.531 | 4.286 | 2 | 4 | 8 |
| BAD_NEWS | 0.254 | 0.435 | 0 | 0 | 1 |
| LEV | 0.325 | 0.206 | 0.161 | 0.320 | 0.462 |
| FCF | −0.034 | 0.160 | −0.107 | −0.027 | 0.044 |
| KZINDEX | 1502.226 | 41885.506 | −3185.478 | −402.188 | 315.653 |
| INVESTMENT | 0.041 | 0.058 | 0.006 | 0.021 | 0.052 |
| BTM | 0.448 | 0.406 | 0.154 | 0.318 | 0.630 |
| IND_EXPERIENCE | 8.352 | 5.399 | 4 | 7 | 12 |
| HIGH INTENSITY | 0.208 | 0.406 | 0 | 0 | 0 |
| PANDEMIC | 0.658 | 0.474 | 0 | 1 | 1 |
| NEGATIVE SENTIMENT | 0.239 | 0.427 | 0 | 0 | 0 |
| CONCENTRATION | 0.219 | 0.413 | 0 | 0 | 0 |
| ANALYST_FOLLOWING | 0.202 | 0.402 | 0 | 0 | 0 |
Note(s): This table presents summary statistics for the sample firms. The sample spans the period 2019-2023. Panel A reports summary statistics for the “Recent” sample (N = 136,836), and Panel B reports summary statistics for the “All” sample (N = 194,980). All continuous variables are winsorized at the 1 percent and 99 percent levels. All variables are described in Appendix
Source(s): Table 1 by authors
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