Descriptive statistics
| Full sample | PreCOVID | COVID | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| N | Mean | SD | N | Mean | SD | N | Mean | SD | Diff | |
| EBIT/TA | 45213 | −0.002 | 0.062 | 12597 | −0.006 | 0.067 | 11259 | −0.003 | 0.060 | −0.003** |
| M2B | 45213 | 2.373 | 1.942 | 12597 | 2.263 | 1.883 | 11259 | 2.715 | 2.394 | −0.452*** |
| Depreciation | 45213 | 0.011 | 0.007 | 12597 | 0.011 | 0.007 | 11259 | 0.009 | 0.007 | 0.001* |
| Size | 45213 | 7.268 | 1.894 | 12597 | 7.209 | 1.932 | 11259 | 7.294 | 1.959 | −0.085*** |
| Tangibility | 45213 | 0.254 | 0.243 | 12597 | 0.262 | 0.246 | 11259 | 0.240 | 0.225 | 0.022*** |
| R&D/TA | 45213 | 0.014 | 0.028 | 12597 | 0.015 | 0.030 | 11259 | 0.014 | 0.027 | 0.001 |
| R&D Dummy | 45213 | 0.449 | 0.497 | 12597 | 0.461 | 0.498 | 11259 | 0.477 | 0.499 | −0.016** |
| Ind Median Book Lev | 45213 | 0.284 | 0.133 | 12597 | 0.281 | 0.133 | 11259 | 0.274 | 0.132 | 0.007** |
| Ind Median Market Lev | 45213 | 0.212 | 0.153 | 12597 | 0.210 | 0.152 | 11259 | 0.198 | 0.148 | 0.011** |
| Book Lev | 45213 | 0.332 | 0.243 | 12597 | 0.347 | 0.242 | 11259 | 0.239 | 0.141 | 0.108*** |
| Book Dev | 45213 | 0.202 | 0.361 | 12597 | 0.202 | 0.354 | 11259 | 0.225 | 0.340 | −0.023*** |
| Book Target | 45213 | 0.530 | 0.275 | 12597 | 0.537 | 0.267 | 11259 | 0.579 | 0.256 | −0.042*** |
| Market Lev | 45213 | 0.259 | 0.230 | 12597 | 0.289 | 0.248 | 11259 | 0.157 | 0.230 | 0.132*** |
| Market Dev | 45213 | 0.296 | 0.369 | 12597 | 0.290 | 0.376 | 11259 | 0.292 | 0.377 | −0.002* |
| Market Target | 45213 | 0.552 | 0.352 | 12597 | 0.559 | 0.356 | 11259 | 0.568 | 0.368 | −0.009** |
| NPND | 45213 | 0.293 | 0.455 | 12597 | 0.266 | 0.442 | 11259 | 0.309 | 0.462 | −0.043** |
| Dividend payout | 45213 | 0.944 | 0.230 | 12597 | 0.947 | 0.224 | 11259 | 0.934 | 0.248 | 0.0128*** |
| ITC | 45213 | 0.716 | 0.451 | 12597 | 0.711 | 0.453 | 11259 | 0.693 | 0.461 | 0.018*** |
| Covid Exposure | 45213 | 0.339 | 0.858 | 12597 | 0.060 | 0.289 | 11259 | 1.296 | 1.282 | −1.236*** |
| Covid Risk | 45213 | 0.0236 | 0.097 | 12597 | 0.002 | 0.028 | 11259 | 0.089 | 0.173 | −0.086*** |
| Ln(RISK) | 45213 | 3.586 | 1.337 | 12597 | 3.471 | 1.399 | 11259 | 3.998 | 1.121 | −0.527*** |
| Full sample | PreCOVID | COVID | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| N | Mean | SD | N | Mean | SD | N | Mean | SD | Diff | |
| EBIT/TA | 45213 | −0.002 | 0.062 | 12597 | −0.006 | 0.067 | 11259 | −0.003 | 0.060 | −0.003** |
| M2B | 45213 | 2.373 | 1.942 | 12597 | 2.263 | 1.883 | 11259 | 2.715 | 2.394 | −0.452*** |
| Depreciation | 45213 | 0.011 | 0.007 | 12597 | 0.011 | 0.007 | 11259 | 0.009 | 0.007 | 0.001* |
| Size | 45213 | 7.268 | 1.894 | 12597 | 7.209 | 1.932 | 11259 | 7.294 | 1.959 | −0.085*** |
| Tangibility | 45213 | 0.254 | 0.243 | 12597 | 0.262 | 0.246 | 11259 | 0.240 | 0.225 | 0.022*** |
| R&D/TA | 45213 | 0.014 | 0.028 | 12597 | 0.015 | 0.030 | 11259 | 0.014 | 0.027 | 0.001 |
| R&D Dummy | 45213 | 0.449 | 0.497 | 12597 | 0.461 | 0.498 | 11259 | 0.477 | 0.499 | −0.016** |
| Ind Median Book Lev | 45213 | 0.284 | 0.133 | 12597 | 0.281 | 0.133 | 11259 | 0.274 | 0.132 | 0.007** |
| Ind Median Market Lev | 45213 | 0.212 | 0.153 | 12597 | 0.210 | 0.152 | 11259 | 0.198 | 0.148 | 0.011** |
| Book Lev | 45213 | 0.332 | 0.243 | 12597 | 0.347 | 0.242 | 11259 | 0.239 | 0.141 | 0.108*** |
| Book Dev | 45213 | 0.202 | 0.361 | 12597 | 0.202 | 0.354 | 11259 | 0.225 | 0.340 | −0.023*** |
| Book Target | 45213 | 0.530 | 0.275 | 12597 | 0.537 | 0.267 | 11259 | 0.579 | 0.256 | −0.042*** |
| Market Lev | 45213 | 0.259 | 0.230 | 12597 | 0.289 | 0.248 | 11259 | 0.157 | 0.230 | 0.132*** |
| Market Dev | 45213 | 0.296 | 0.369 | 12597 | 0.290 | 0.376 | 11259 | 0.292 | 0.377 | −0.002* |
| Market Target | 45213 | 0.552 | 0.352 | 12597 | 0.559 | 0.356 | 11259 | 0.568 | 0.368 | −0.009** |
| NPND | 45213 | 0.293 | 0.455 | 12597 | 0.266 | 0.442 | 11259 | 0.309 | 0.462 | −0.043** |
| Dividend payout | 45213 | 0.944 | 0.230 | 12597 | 0.947 | 0.224 | 11259 | 0.934 | 0.248 | 0.0128*** |
| ITC | 45213 | 0.716 | 0.451 | 12597 | 0.711 | 0.453 | 11259 | 0.693 | 0.461 | 0.018*** |
| Covid Exposure | 45213 | 0.339 | 0.858 | 12597 | 0.060 | 0.289 | 11259 | 1.296 | 1.282 | −1.236*** |
| Covid Risk | 45213 | 0.0236 | 0.097 | 12597 | 0.002 | 0.028 | 11259 | 0.089 | 0.173 | −0.086*** |
| Ln(RISK) | 45213 | 3.586 | 1.337 | 12597 | 3.471 | 1.399 | 11259 | 3.998 | 1.121 | −0.527*** |
Note(s): The table reports the descriptive statistics of all the variables. The variables are defined in Appendix Table A1
PreCOVID and COVID samples range between 2018Q3-2020Q1 and 2020Q2-2021Q4 respectively, while the full sample is for the period 2015Q1-2021Q4. ***p < 0.01, **p < 0.05, *p < 0.1 signifies significance at 1%, 5%, and 10% respectively
Source(s): Table by authors
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