Table 3.
Quartile analysis of financial variables.
| Variable | Quartile | France | Germany | Italy | Spain | Variable | Quartile | France | Germany | Italy | Spain |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Max | −0.0001 | 0.0000 | −0.0007 | 0.0000 | Max | 0.4022 | 0.5507 | 0.4265 | 0.5080 | ||
| Upper quartile | −0.0166 | −0.0201 | −0.0278 | −0.0123 | Upper quartile | 0.0949 | 0.1167 | 0.1175 | 0.0984 | ||
| Median | −0.0333 | −0.0375 | −0.0449 | −0.0271 | Median | 0.0541 | 0.0734 | 0.0695 | 0.0500 | ||
| Lower quartile | −0.0563 | −0.0593 | −0.0702 | −0.0452 | Lower quartile | 0.0059 | 0.0281 | 0.0311 | 0.0056 | ||
| Min | −0.2526 | −0.2406 | −0.2628 | −0.2176 | Min | −1.0969 | −0.8300 | −0.4135 | −0.3402 | ||
| Max | 3.6485 | 5.5128 | 5.2131 | 3.0135 | Max | 0.1754 | 0.2482 | 0.4487 | 0.1803 | ||
| Upper quartile | 1.1827 | 1.3164 | 1.0641 | 0.7839 | Upper quartile | 0.0061 | 0.0035 | 0.0039 | 0.0039 | ||
| Median | 0.8043 | 0.8760 | 0.7373 | 0.4149 | Median | 0.0011 | 0.0007 | 0.0007 | 0.0006 | ||
| Lower quartile | 0.4668 | 0.4467 | 0.4720 | 0.0559 | Lower quartile | 0.0001 | 0.0001 | 0.0002 | 0.0001 | ||
| Min | 0.0073 | 0.0075 | 0.0096 | 0.0038 | Min | 0.0000 | 0.0000 | 0.0000 | 0.0000 | ||
| Max | 1.1755 | 1.3280 | 1.5638 | 1.5738 | Max | 1.1704 | 1.4803 | 2.4265 | 0.9237 | ||
| Upper quartile | 0.5165 | 0.5492 | 0.5849 | 0.5920 | Upper quartile | 0.0883 | 0.1039 | 0.1265 | 0.0507 | ||
| Median | 0.3428 | 0.3515 | 0.4162 | 0.3755 | Median | 0.0156 | 0.0244 | 0.0286 | 0.0053 | ||
| Lower quartile | 0.1553 | 0.1283 | 0.2383 | 0.0818 | Lower quartile | −0.0358 | −0.0305 | −0.0291 | −0.0142 | ||
| Min | 0.0000 | 0.0000 | 0.0019 | 0.0000 | Min | −0.8932 | −1.0256 | −0.6419 | −0.5317 | ||
| Max | 3.7180 | 5.3600 | 5.0486 | 3.0616 | Max | 4.1466 | 4.5860 | 2.9356 | 2.7092 | ||
| Upper quartile | 1.1990 | 1.3846 | 1.1542 | 0.8150 | Upper quartile | 1.1602 | 1.3137 | 1.0391 | 0.8057 | ||
| Median | 0.7861 | 0.9179 | 0.7783 | 0.4194 | Median | 0.7777 | 0.8996 | 0.7401 | 0.4338 | ||
| Lower quartile | 0.4055 | 0.4302 | 0.4835 | 0.0730 | Lower quartile | 0.4030 | 0.4294 | 0.4795 | 0.0652 | ||
| Min | 0.0001 | 0.0019 | 0.0021 | 0.0001 | Min | 0.0000 | 0.0018 | 0.0000 | 0.0001 | ||
| Max | 0.5282 | 0.4824 | 0.6568 | 0.3298 | Max | 8.8388 | 6.7813 | 12.3630 | 25.8177 | ||
| Upper quartile | 0.0801 | 0.0952 | 0.0832 | 0.0679 | Upper quartile | 0.9637 | 1.0043 | 1.4760 | 1.6707 | ||
| Median | 0.0368 | 0.0487 | 0.0425 | 0.0314 | Median | 0.4713 | 0.4603 | 0.7582 | 0.8131 | ||
| Lower quartile | −0.0235 | −0.0043 | −0.0014 | −0.0065 | Lower quartile | 0.1710 | 0.1405 | 0.3506 | 0.3583 | ||
| Min | −1.1805 | −1.0368 | −0.4746 | −0.3240 | Min | 0.0000 | 0.0000 | 0.0000 | 0.0000 | ||
| Max | 5.9057 | 4.4384 | 5.4987 | 36.3510 | Max | 18.3281 | 18.5000 | 18.5128 | 18.3418 | ||
| Upper quartile | 1.1400 | 0.9945 | 1.1778 | 1.1670 | Upper quartile | 13.4782 | 13.5465 | 13.3459 | 14.1391 | ||
| Median | 0.6728 | 0.6039 | 0.6813 | 0.6643 | Median | 11.4688 | 11.8897 | 11.9211 | 11.9847 | ||
| Lower quartile | 0.3742 | 0.3371 | 0.3798 | 0.3530 | Lower quartile | 9.7676 | 10.3309 | 10.2341 | 10.2673 | ||
| Min | 0.0315 | 0.0477 | 0.0554 | 0.0434 | Min | 6.3572 | 6.1321 | 5.9873 | 6.9430 |
Note: This table shows the main quartiles of the financial variables used disaggregated by country. Values are shown for the variables in Eqs (2), (4), (6), i.e.: TA: Total accruals defined as income from continuing operation minus the cash flow from operations; CFO: Operating cash-flows; Sales: Revenue; EXP: Difference between operating revenues and operating income (EBIT); Assets: Total assets; ΔSales: Difference in revenue between two consecutive fiscal years or sales growth; TDA: Total depreciable assets; RoA: Return on Assets; Ln(Assets): Log-asset; BtM: Book-to-Market ratio; DEBT: Level of indebtedness measured by Debt-to-Book value ratio.