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. 2023 Apr 5;9(4):e15171. doi: 10.1016/j.heliyon.2023.e15171

Table 3.

Quartile analysis of financial variables.

Variable Quartile France Germany Italy Spain Variable Quartile France Germany Italy Spain
TAi,tAssetsi,t1 Max −0.0001 0.0000 −0.0007 0.0000 CFOi.tAssetsi.t1 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
EXPi.tAssetsi.t1 Max 3.6485 5.5128 5.2131 3.0135 100Assetsi,t1 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
TDAi,tAssetsi,t1 Max 1.1755 1.3280 1.5638 1.5738 ΔSalesi,tAssetsi,t1 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
Salesi,tAssetsi,t1 Max 3.7180 5.3600 5.0486 3.0616 Salesi.t1Assetsi.t1 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
RoAi,t Max 0.5282 0.4824 0.6568 0.3298 DEBTi.t 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
BtMi.t Max 5.9057 4.4384 5.4987 36.3510 ln(Assetsi.t) 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.