Summary statistics: derivatives users vs non-users
| General derivatives use | |||||||
|---|---|---|---|---|---|---|---|
| All firms | Users | Non-users | Difference in means | ||||
| Variables | Obs | Mean | SD | Mean | Mean | Non-users – Users | p-value |
| Panel A: domestic firm | |||||||
| β country risks | 3,959 | 0.1761 | 1.2305 | 0.1484 | 0.2004 | 0.0521 | 0.161 |
| β FX risks | 3,959 | 0.2772 | 2.0604 | 0.2012 | 0.3442 | 0.1429 | 0.022** |
| β IR risks | 3,959 | 0.7445 | 4.1844 | 0.5604 | 0.9068 | 0.3463 | 0.007*** |
| DER | 4,034 | 0.8231 | 10.3247 | 1.8855 | 0 | −1.8855 | 0.000*** |
| FCD | 4,268 | 0.3664 | 5.2647 | 0.8856 | 0 | −0.8856 | 0.000*** |
| IRD | 4,085 | 0.3449 | 5.4118 | 1.9681 | 0 | −1.9681 | 0.000*** |
| Firm size | 4,218 | 5.4300 | 2.2217 | 5.7169 | 5.1739 | −0.5430 | 0.000*** |
| Leverage | 4,237 | 25.016 | 75.1544 | 23.823 | 26.072 | 2.2484 | 0.309 |
| FORSALES | 2,952 | 41.836 | 39.1131 | 42.566 | 41.147 | −1.4191 | 0.323 |
| Diversification indicator | 4,158 | 0.3942 | 0.48873 | 0.4035 | 0.3857 | −0.0177 | 0.241 |
| GDP per capita | 4,279 | 13.7885 | 1.2030 | 13.8673 | 13.7181 | −0.1482 | 0.000*** |
| DEPOSITSTOGDP | 4,279 | 137.0977 | 74.6620 | 129.4406 | 143.8553 | 14.4147 | 0.000*** |
| Rule of law | 4,279 | 0.8110 | 0.8254 | 0.7897 | 0.8297 | 0.0400 | 0.112 |
| Panel B: domestic MNCs | |||||||
| β country risks | 4,390 | 0.1405 | 0.5739 | 0.1324 | 0.1495 | 0.0169 | 0.311 |
| β FX risks | 4,390 | 0.1867 | 1.7363 | 0.1681 | 0.2074 | 0.0393 | 0.431 |
| β IR risks | 4,390 | 0.5358 | 3.0716 | 0.4310 | 0.6528 | 0.2217 | 0.017** |
| DER | 4,425 | 0.2508 | 3.9113 | 0.5084 | 0 | −0.5084 | 0.000*** |
| FCD | 4,668 | 0.0674 | 0.9581 | 0.1517 | 0 | −0.1517 | 0.000*** |
| IRD | 4,289 | 0.0697 | 1.0786 | 0.2890 | 0 | −0.2890 | 0.000*** |
| Firm size | 4,603 | 6.3791 | 2.4129 | 7.0131 | 5.6861 | −1.326 | 0.000*** |
| Leverage | 4,620 | 23.7549 | 40.4103 | 22.890 | 24.697 | 1.8069 | 0.137 |
| FORSALES | 3,219 | 31.9955 | 32.7232 | 32.842 | 30.830 | −2.0124 | 0.091* |
| Diversification indicator | 4,565 | 0.5301 | 0.5878 | 0.5454 | 0.5131 | −0.0322 | 0.068* |
| GDP per capita | 4,695 | 13.4650 | 1.1758 | 13.4433 | 13.4888 | 0.0454 | 0.1921 |
| DEPOSITSTOGDP | 4,697 | 141.5091 | 80.9590 | 158.9537 | 122.4072 | −36.5465 | 0.000*** |
| Rule of law | 4,697 | 0.7035 | 0.8572 | 0.9074 | 0.4804 | −0.4269 | 0.000*** |
| Panel C: foreign affiliates | |||||||
| β country risks | 679 | 0.1323 | 0.2194 | 0.1137 | 0.1462 | 0.0325 | 0.043** |
| β FX risks | 679 | 0.2499 | 0.7324 | 0.2513 | 0.2488 | −0.0024 | 0.967 |
| β IR risks | 679 | 0.934 | 4.0564 | 0.8793 | 0.9749 | 0.0956 | 0.766 |
| DER | 701 | 0.8400 | 7.5685 | 2.1259 | 0 | −2.1259 | 0.003*** |
| FCD | 712 | 0.5170 | 5.3418 | 0.1516 | 0 | −0.1516 | 0.000*** |
| IRD | 693 | 0.2680 | 2.4170 | 1.5479 | 0 | −1.5479 | 0.003*** |
| Firm size | 704 | 5.4215 | 2.2246 | 5.6719 | 5.2502 | −0.4216 | 0.015** |
| Leverage | 702 | 29.9375 | 182.9618 | 24.466 | 33.699 | 9.2331 | 0.431 |
| FORSALES | 507 | 34.418 | 35.6521 | 36.440 | 32.752 | −3.688 | 0.245 |
| Diversification indicator | 704 | 0.4218 | 0.4942 | 0.3298 | 0.4866 | 0.1567 | 0.000*** |
| GDP per capita | 715 | 13.9812 | 1.1311 | 14.2523 | 13.7952 | −0.45719 | 0.000*** |
| DEPOSITSTOGDP | 715 | 154.8604 | 89.6138 | 147.5522 | 159.8762 | 12.3240 | 0.065* |
| Rule of law | 715 | 0.6948 | 0.7912 | 0.6349 | 0.7360 | 0.1011 | 0.093* |
| General derivatives use | |||||||
|---|---|---|---|---|---|---|---|
| All firms | Users | Non-users | Difference in means | ||||
| Variables | Obs | Mean | SD | Mean | Mean | Non-users – Users | |
| 3,959 | 0.1761 | 1.2305 | 0.1484 | 0.2004 | 0.0521 | 0.161 | |
| 3,959 | 0.2772 | 2.0604 | 0.2012 | 0.3442 | 0.1429 | 0.022** | |
| 3,959 | 0.7445 | 4.1844 | 0.5604 | 0.9068 | 0.3463 | 0.007*** | |
| DER | 4,034 | 0.8231 | 10.3247 | 1.8855 | 0 | −1.8855 | 0.000*** |
| FCD | 4,268 | 0.3664 | 5.2647 | 0.8856 | 0 | −0.8856 | 0.000*** |
| IRD | 4,085 | 0.3449 | 5.4118 | 1.9681 | 0 | −1.9681 | 0.000*** |
| Firm size | 4,218 | 5.4300 | 2.2217 | 5.7169 | 5.1739 | −0.5430 | 0.000*** |
| Leverage | 4,237 | 25.016 | 75.1544 | 23.823 | 26.072 | 2.2484 | 0.309 |
| FORSALES | 2,952 | 41.836 | 39.1131 | 42.566 | 41.147 | −1.4191 | 0.323 |
| Diversification indicator | 4,158 | 0.3942 | 0.48873 | 0.4035 | 0.3857 | −0.0177 | 0.241 |
| GDP per capita | 4,279 | 13.7885 | 1.2030 | 13.8673 | 13.7181 | −0.1482 | 0.000*** |
| DEPOSITSTOGDP | 4,279 | 137.0977 | 74.6620 | 129.4406 | 143.8553 | 14.4147 | 0.000*** |
| Rule of law | 4,279 | 0.8110 | 0.8254 | 0.7897 | 0.8297 | 0.0400 | 0.112 |
| 4,390 | 0.1405 | 0.5739 | 0.1324 | 0.1495 | 0.0169 | 0.311 | |
| 4,390 | 0.1867 | 1.7363 | 0.1681 | 0.2074 | 0.0393 | 0.431 | |
| 4,390 | 0.5358 | 3.0716 | 0.4310 | 0.6528 | 0.2217 | 0.017** | |
| DER | 4,425 | 0.2508 | 3.9113 | 0.5084 | 0 | −0.5084 | 0.000*** |
| FCD | 4,668 | 0.0674 | 0.9581 | 0.1517 | 0 | −0.1517 | 0.000*** |
| IRD | 4,289 | 0.0697 | 1.0786 | 0.2890 | 0 | −0.2890 | 0.000*** |
| Firm size | 4,603 | 6.3791 | 2.4129 | 7.0131 | 5.6861 | −1.326 | 0.000*** |
| Leverage | 4,620 | 23.7549 | 40.4103 | 22.890 | 24.697 | 1.8069 | 0.137 |
| FORSALES | 3,219 | 31.9955 | 32.7232 | 32.842 | 30.830 | −2.0124 | 0.091* |
| Diversification indicator | 4,565 | 0.5301 | 0.5878 | 0.5454 | 0.5131 | −0.0322 | 0.068* |
| GDP per capita | 4,695 | 13.4650 | 1.1758 | 13.4433 | 13.4888 | 0.0454 | 0.1921 |
| DEPOSITSTOGDP | 4,697 | 141.5091 | 80.9590 | 158.9537 | 122.4072 | −36.5465 | 0.000*** |
| Rule of law | 4,697 | 0.7035 | 0.8572 | 0.9074 | 0.4804 | −0.4269 | 0.000*** |
| 679 | 0.1323 | 0.2194 | 0.1137 | 0.1462 | 0.0325 | 0.043** | |
| 679 | 0.2499 | 0.7324 | 0.2513 | 0.2488 | −0.0024 | 0.967 | |
| 679 | 0.934 | 4.0564 | 0.8793 | 0.9749 | 0.0956 | 0.766 | |
| DER | 701 | 0.8400 | 7.5685 | 2.1259 | 0 | −2.1259 | 0.003*** |
| FCD | 712 | 0.5170 | 5.3418 | 0.1516 | 0 | −0.1516 | 0.000*** |
| IRD | 693 | 0.2680 | 2.4170 | 1.5479 | 0 | −1.5479 | 0.003*** |
| Firm size | 704 | 5.4215 | 2.2246 | 5.6719 | 5.2502 | −0.4216 | 0.015** |
| Leverage | 702 | 29.9375 | 182.9618 | 24.466 | 33.699 | 9.2331 | 0.431 |
| FORSALES | 507 | 34.418 | 35.6521 | 36.440 | 32.752 | −3.688 | 0.245 |
| Diversification indicator | 704 | 0.4218 | 0.4942 | 0.3298 | 0.4866 | 0.1567 | 0.000*** |
| GDP per capita | 715 | 13.9812 | 1.1311 | 14.2523 | 13.7952 | −0.45719 | 0.000*** |
| DEPOSITSTOGDP | 715 | 154.8604 | 89.6138 | 147.5522 | 159.8762 | 12.3240 | 0.065* |
| Rule of law | 715 | 0.6948 | 0.7912 | 0.6349 | 0.7360 | 0.1011 | 0.093* |
Notes: This table presents a summary statistics of characteristics between firms use derivatives and those firms do not. Panel A reports summary statistics for the variables for the domestic firms that use derivatives (derivative users) and firms that do not (derivatives non-users). Panel B displays the mean, standard deviation for variables of domestic MNCs only separately for derivatives users and non-users. Panel C presents these values for foreign affiliates only. P-values for testing the difference in mean are also reported. *,**,***Significant 10, 5 and 1 percent levels, respectively
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