Descriptive statistics
| Panel A | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| 2007 | 2008 | 2009 | Pair-wise t-tests for equality of means | ||||||
| Mean | Standard deviation | Mean | Standard deviation | Mean | Standard deviation | 2007 vs. 2008 | 2007 vs. 2009 | 2008 vs. 2009 | |
| 1. European and Australian banking sector (IFRS) | |||||||||
| Test variables | |||||||||
| Accruals | 0.0626 | 0.9070 | −0.0065 | 0.0566 | −0.0445 | 0.1472 | |||
| CAR | 0.0087 | 0.0484 | −0.0318 | 0.1376 | −0.0103 | 0.0281 | ** | *** | * |
| Control variables | |||||||||
| Size | |||||||||
| SALESHA | 9.4460 | 12.8377 | 8.6042 | 14.8736 | 10.1828 | 15.8281 | * | * | |
| LNMV | 8.8493 | 3.3781 | 8.2710 | 3.3995 | 8.5300 | 3.4497 | * | * | |
| Profitability | |||||||||
| PLOWB | 1.1404 | 2.9759 | 1.9705 | 7.1520 | 20.736 | 3.7609 | * | ||
| OPM | 0.3594 | 1.6289 | 0.0143 | 2.0810 | −0.0053 | 0.5873 | * | ** | |
| NPM | 0.3110 | 1.6245 | 0.0150 | 1.9452 | −0.0047 | 0.5327 | * | ||
| ROSC | 0.1877 | 0.1751 | 0.0683 | 0.2294 | 0.0800 | 0.2421 | *** | ||
| EPS | 1.6286 | 4.1021 | 0.4753 | 1.9504 | 0.7385 | 4.4497 | ** | * | |
| ROCE | 0.1476 | 0.2497 | 0.1114 | 0.2176 | 0.0836 | 0.2030 | * | ||
| Leverage | |||||||||
| DEBT | 3.7011 | 5.4081 | 2.3358 | 7.9177 | 3.7385 | 6.9544 | * | * | |
| TLSFU | 12.4919 | 11.4362 | 13.6810 | 13.1320 | 11.5572 | 10.3651 | * | ||
| DSFU | 2.9608 | 5.7496 | 2.8284 | 5.1374 | 2.5110 | 4.4178 | * | ||
| 2. Banking sector US (US GAAP) | |||||||||
| Test variables | |||||||||
| Accruals | 0.0290 | 0.0160 | −0.0333 | 0.0255 | 0.0548 | 0.0242 | |||
| CAR | 0.0110 | 0.0111 | −0.0094 | 0.0322 | 0.0092 | 0.0239 | *** | *** | |
| Control variables | |||||||||
| Size | |||||||||
| SALETAS | 0.0770 | 0.0403 | 0.0690 | 0.0434 | 0.0666 | 0.0444 | ** | *** | |
| RESTAS | 0.0628 | 0.0755 | 0.0464 | 0.0518 | 0.0625 | 0.0645 | *** | *** | |
| RESSFU | 0.3162 | 0.1460 | 0.2788 | 0.3562 | 0.3396 | 0.1579 | *** | * | *** |
| LNMV | 5.6346 | 1.9954 | 5.2289 | 2.1793 | 5.1102 | 2.2424 | ** | *** | |
| Profitability | |||||||||
| PLOWB | 5.0176 | 8.5125 | 4.9501 | 16.3546 | 3.3625 | 16.3536 | * | ||
| OPM | 0.1586 | 0.1206 | 0.0357 | 0.2925 | 0.0339 | 1.1710 | *** | * | |
| NPM | 0.1175 | 0.1519 | 0.0161 | 0.2496 | 0.0061 | 0.7693 | *** | ** | |
| ROSC | 0.0866 | 0.0693 | −0.0129 | 0.7339 | −0.0080 | 0.1401 | ** | *** | |
| EPS | 2.0720 | 9.5006 | −1.2138 | 10.5334 | −2.0086 | 10.0603 | *** | *** | * |
| ROCE | 0.0785 | 0.0579 | 0.1290 | 1.2829 | 0.0632 | 0.0745 | *** | ||
| Leverage | |||||||||
| DEBT | 4.3062 | 10.1947 | 3.8830 | 8.6429 | 5.5565 | 16.4834 | * | ||
| TLSFU | 6.6356 | 3.0753 | 7.0992 | 4.4357 | 6.4547 | 2.6911 | * | ** | |
| CGEAR | 4.5214 | 3.1173 | 5.0769 | 4.6387 | 4.5149 | 2.8354 | * | * | |
| INTCOV | 0.9942 | 5.5750 | 0.4632 | 4.1263 | 0.2244 | 2.6517 | ** | ||
| IGEAR | 2.8734 | 10.3516 | 2.6766 | 11.5962 | 1.0250 | 10.5676 | ** | ||
| Panel A | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| 2007 | 2008 | 2009 | Pair-wise | ||||||
| Mean | Standard deviation | Mean | Standard deviation | Mean | Standard deviation | 2007 vs. 2008 | 2007 vs. 2009 | 2008 vs. 2009 | |
| 1. European and Australian banking sector (IFRS) | |||||||||
| Accruals | 0.0626 | 0.9070 | −0.0065 | 0.0566 | −0.0445 | 0.1472 | |||
| CAR | 0.0484 | 0.1376 | 0.0281 | ** | *** | * | |||
| Size | |||||||||
| SALESHA | 12.8377 | 14.8736 | 15.8281 | * | * | ||||
| LNMV | 3.3781 | 3.3995 | 3.4497 | * | * | ||||
| Profitability | |||||||||
| PLOWB | 2.9759 | 1.9705 | 7.1520 | 3.7609 | * | ||||
| OPM | 1.6289 | 2.0810 | 0.5873 | * | ** | ||||
| NPM | 1.6245 | 1.9452 | −0.0047 | 0.5327 | * | ||||
| ROSC | 0.1751 | 0.2294 | 0.0800 | 0.2421 | *** | ||||
| EPS | 4.1021 | 1.9504 | 4.4497 | ** | * | ||||
| ROCE | 0.1476 | 0.2497 | 0.2176 | 0.2030 | * | ||||
| Leverage | |||||||||
| DEBT | 5.4081 | 7.9177 | 6.9544 | * | * | ||||
| TLSFU | 12.4919 | 11.4362 | 13.1320 | 10.3651 | * | ||||
| DSFU | 5.7496 | 2.8284 | 5.1374 | 4.4178 | * | ||||
| 2. Banking sector US (US GAAP) | |||||||||
| Accruals | 0.0290 | 0.0160 | −0.0333 | 0.0255 | 0.0548 | 0.0242 | |||
| CAR | 0.0111 | 0.0322 | 0.0239 | *** | *** | ||||
| Size | |||||||||
| SALETAS | 0.0403 | 0.0434 | 0.0444 | ** | *** | ||||
| RESTAS | 0.0755 | 0.0518 | 0.0645 | *** | *** | ||||
| RESSFU | 0.1460 | 0.3562 | 0.1579 | *** | * | *** | |||
| LNMV | 1.9954 | 2.1793 | 2.2424 | ** | *** | ||||
| Profitability | |||||||||
| PLOWB | 5.0176 | 8.5125 | 16.3546 | 16.3536 | * | ||||
| OPM | 0.1206 | 0.2925 | 1.1710 | *** | * | ||||
| NPM | 0.1519 | 0.2496 | 0.7693 | *** | ** | ||||
| ROSC | 0.0693 | 0.7339 | 0.1401 | ** | *** | ||||
| EPS | 9.5006 | 10.5334 | 10.0603 | *** | *** | * | |||
| ROCE | 0.0579 | 0.1290 | 1.2829 | 0.0745 | *** | ||||
| Leverage | |||||||||
| DEBT | 4.3062 | 10.1947 | 8.6429 | 16.4834 | * | ||||
| TLSFU | 3.0753 | 4.4357 | 2.6911 | * | ** | ||||
| CGEAR | 3.1173 | 4.6387 | 2.8354 | * | * | ||||
| INTCOV | 5.5750 | 0.4632 | 4.1263 | 2.6517 | ** | ||||
| IGEAR | 10.3516 | 2.6766 | 11.5962 | 10.5676 | ** | ||||
| Panel B | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2010 | 2011 | 2012 | 2013 | Pair-wise t-tests for equality of means | ||||||
| Variables | Mean | Standard deviation | Mean | Standard deviation | Mean | Standard deviation | Mean | Standard deviation | 2010 vs. 2011 | 2012 vs. 2013 |
| 1. Europe and Australia | ||||||||||
| Test variables | ||||||||||
| Tobin's q | 0.9761 | 2.1608 | −0.0770 | 0.4893 | 0.1566 | 0.4767 | 0.2834 | 0.8232 | *** | * |
| Accruals | 0.0325 | 0.8651 | −0.0022 | 0.3418 | 0.0140 | 0.2509 | −0.0182 | 0.2064 | ||
| OCF | −0.3276 | 3.5184 | 0.4007 | 2.4265 | −0.2061 | 7.9176 | −1.1311 | 7.1782 | ** | |
| Control variables | ||||||||||
| Size | ||||||||||
| SALESHA | 2.4995 | 6.8140 | 1.7553 | 3.2208 | 1.5935 | 3.3716 | 2.1995 | 5.5660 | * | * |
| NAVSH | 3.2858 | 4.6439 | 3.3188 | 4.8343 | 2.6308 | 3.4083 | 3.6753 | 6.2373 | ** | |
| RESSFU | 0.1631 | 0.3641 | 0.2414 | 0.6585 | 0.2390 | 1.0429 | 0.3922 | 2.4008 | * | |
| Investment | ||||||||||
| DIVSH | 0.1565 | 0.3908 | 0.1997 | 0.4655 | 0.1560 | 0.3656 | 0.2398 | 0.7625 | * | |
| DIVYI | 0.0434 | 0.2284 | 0.1313 | 0.8562 | 0.0615 | 0.3146 | 0.3131 | 3.0782 | * | |
| DIVCOV | 2.6583 | 4.6197 | 0.7022 | 8.5390 | 1.4454 | 3.6099 | 3.3562 | 5.1494 | * | *** |
| Growth | ||||||||||
| MVBV | 2.5026 | 3.9412 | 2.3390 | 6.1450 | 1.9688 | 3.3373 | 3.4750 | 9.0268 | ** | |
| Profitability | ||||||||||
| OPM | 0.2703 | 1.4899 | 0.3530 | 3.0212 | −0.6920 | 4.8534 | −1.5424 | 7.6635 | * | |
| NPM | 0.2232 | 1.4688 | 0.3195 | 2.9938 | −0.7384 | 4.4794 | −1.5563 | 7.6013 | * | |
| ROSC | 0.0706 | 1.0639 | 0.1026 | 0.7535 | 0.0245 | 0.5187 | −0.1673 | 1.5831 | * | |
| EPS | 0.2681 | 1.2223 | 0.0941 | 0.9998 | 0.0430 | 2.0113 | 0.3334 | 1.6086 | * | * |
| ROCE | 0.0366 | 0.2326 | 0.0813 | 0.4434 | 0.0206 | 0.4875 | −0.0899 | 0.6486 | * | |
| Liquidity | ||||||||||
| CUR | 3.6911 | 5.7514 | 5.3105 | 13.4922 | 5.7880 | 9.2804 | 8.6917 | 19.5506 | * | * |
| CFSH | 0.4127 | 1.3762 | 0.2059 | 1.0990 | 0.3034 | 1.0906 | 0.4614 | 1.7480 | * | |
| CFM | 0.5978 | 6.3433 | 0.2795 | 3.0208 | −0.0665 | 5.9241 | −2.4482 | 13.1110 | ** | |
| Leverage | ||||||||||
| ETL | 3.5995 | 10.8018 | 3.7849 | 7.3954 | 4.8511 | 6.7386 | 7.1994 | 13.4620 | ** | |
| IGEAR | 0.4061 | 2.7655 | 0.0478 | 2.0834 | 0.1917 | 0.8442 | 0.0967 | 1.1067 | * | |
| DEBTE | 0.8661 | 3.2858 | 0.8829 | 3.0187 | 0.7605 | 2.4032 | 1.3020 | 4.7912 | * | |
| 2. US | ||||||||||
| Test variables | ||||||||||
| Tobin's q | 0.3806 | 0.9293 | 0.1009 | 0.3881 | 0.2672 | 0.5202 | 0.4195 | 0.9144 | *** | ** |
| Accruals | −0.0252 | 0.1206 | 0.0208 | 0.6571 | 0.0299 | 0.5773 | −0.0147 | 0.1469 | ||
| OCF | 0.0777 | 0.1961 | 0.0635 | 0.2628 | 0.0647 | 0.1547 | 0.1371 | 0.7936 | * | |
| Control variables | ||||||||||
| Size | ||||||||||
| SALESHA | 9.9029 | 10.8065 | 8.1300 | 7.8484 | 8.3826 | 8.5415 | 9.5764 | 10.9833 | * | * |
| NAVSH | 14.9496 | 15.7529 | 14.3562 | 11.1738 | 13.8841 | 10.6841 | 15.6440 | 13.6162 | * | |
| LNMV | 6.9994 | 1.9321 | 6.8808 | 1.8973 | 7.0810 | 1.8693 | 7.3570 | 1.7819 | * | |
| Investment | ||||||||||
| DIVSH | 1.5147 | 3.4131 | 1.1565 | 1.6606 | 1.1095 | 1.0856 | 1.3395 | 2.4611 | * | * |
| DIVYI | 0.0625 | 0.1525 | 0.0686 | 0.1868 | 0.0801 | 0.2418 | 0.0524 | 0.1306 | * | |
| DIVCOV | 0.3272 | 8.0780 | 0.7682 | 3.1023 | 0.6072 | 1.8374 | 1.2453 | 2.3262 | *** | |
| PE | 11.2206 | 28.0425 | 10.0009 | 21.9310 | 10.8266 | 28.5366 | 19.1688 | 25.9597 | *** | |
| Growth | ||||||||||
| MVBV | 2.2187 | 4.3864 | 1.6618 | 2.5499 | 1.8736 | 3.0659 | 2.5167 | 5.0445 | * | * |
| Profitability | ||||||||||
| OPM | 0.3738 | 1.8029 | 0.1435 | 0.4902 | 0.1380 | 0.5178 | 0.2816 | 1.9560 | * | |
| NPM | 0.1642 | 0.6524 | 0.0919 | 0.3355 | 0.1163 | 0.2834 | 0.1241 | 1.4846 | * | |
| EPS | 1.0345 | 6.1476 | 1.2666 | 4.7187 | 1.1949 | 2.5525 | 1.5937 | 2.6941 | * | |
| ROCE | 0.0637 | 0.3519 | 0.1360 | 0.9100 | 0.0410 | 0.1409 | 0.0865 | 0.4534 | * | |
| Liquidity | ||||||||||
| CUR | 2.1270 | 3.0401 | 1.7802 | 2.2448 | 1.7503 | 2.3482 | 2.0818 | 3.0610 | * | * |
| CFSH | 2.2626 | 4.3376 | 1.8860 | 4.1456 | 2.3649 | 3.3595 | 2.8581 | 3.6546 | * | |
| Leverage | ||||||||||
| CGEAR | 1.1359 | 2.5038 | 0.8716 | 1.2608 | 0.8240 | 2.5143 | 0.7815 | 1.0279 | * | |
| INTCOV | 6.1354 | 23.6873 | 2.6423 | 16.8249 | 4.6584 | 18.3497 | 4.7883 | 9.9091 | * | |
| IGEAR | 0.2503 | 3.5386 | 0.0891 | 4.5429 | 0.0984 | 4.5515 | 0.5727 | 2.5750 | * | |
| DSFU | 0.4864 | 0.9899 | 0.7369 | 1.4637 | 0.6824 | 1.9402 | 0.6506 | 2.0856 | ** | |
| Panel B | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2010 | 2011 | 2012 | 2013 | Pair-wise | ||||||
| Variables | Mean | Standard deviation | Mean | Standard deviation | Mean | Standard deviation | Mean | Standard deviation | 2010 vs. 2011 | 2012 vs. 2013 |
| 1. Europe and Australia | ||||||||||
| Tobin's q | 2.1608 | 0.4893 | 0.4767 | 0.8232 | *** | * | ||||
| Accruals | 0.0325 | 0.8651 | −0.0022 | 0.3418 | 0.0140 | 0.2509 | −0.0182 | 0.2064 | ||
| OCF | 3.5184 | 2.4265 | −0.2061 | 7.9176 | −1.1311 | 7.1782 | ** | |||
| Size | ||||||||||
| SALESHA | 6.8140 | 3.2208 | 3.3716 | 5.5660 | * | * | ||||
| NAVSH | 3.2858 | 4.6439 | 3.3188 | 4.8343 | 3.4083 | 6.2373 | ** | |||
| RESSFU | 0.3641 | 0.6585 | 0.2390 | 1.0429 | 0.3922 | 2.4008 | * | |||
| Investment | ||||||||||
| DIVSH | 0.1565 | 0.3908 | 0.1997 | 0.4655 | 0.3656 | 0.7625 | * | |||
| DIVYI | 0.2284 | 0.8562 | 0.0615 | 0.3146 | 0.3131 | 3.0782 | * | |||
| DIVCOV | 4.6197 | 8.5390 | 3.6099 | 5.1494 | * | *** | ||||
| Growth | ||||||||||
| MVBV | 2.5026 | 3.9412 | 2.3390 | 6.1450 | 3.3373 | 9.0268 | ** | |||
| Profitability | ||||||||||
| OPM | 0.2703 | 1.4899 | 0.3530 | 3.0212 | 4.8534 | 7.6635 | * | |||
| NPM | 0.2232 | 1.4688 | 0.3195 | 2.9938 | 4.4794 | 7.6013 | * | |||
| ROSC | 0.0706 | 1.0639 | 0.1026 | 0.7535 | 0.5187 | 1.5831 | * | |||
| EPS | 1.2223 | 0.9998 | 2.0113 | 1.6086 | * | * | ||||
| ROCE | 0.0366 | 0.2326 | 0.0813 | 0.4434 | 0.4875 | 0.6486 | * | |||
| Liquidity | ||||||||||
| CUR | 5.7514 | 13.4922 | 9.2804 | 19.5506 | * | * | ||||
| CFSH | 1.3762 | 1.0990 | 0.3034 | 1.0906 | 0.4614 | 1.7480 | * | |||
| CFM | 0.5978 | 6.3433 | 0.2795 | 3.0208 | 5.9241 | 13.1110 | ** | |||
| Leverage | ||||||||||
| ETL | 3.5995 | 10.8018 | 3.7849 | 7.3954 | 6.7386 | 13.4620 | ** | |||
| IGEAR | 2.7655 | 2.0834 | 0.1917 | 0.8442 | 0.0967 | 1.1067 | * | |||
| DEBTE | 0.8661 | 3.2858 | 0.8829 | 3.0187 | 2.4032 | 4.7912 | * | |||
| 2. US | ||||||||||
| Tobin's | 0.9293 | 0.3881 | 0.5202 | 0.9144 | *** | ** | ||||
| Accruals | −0.0252 | 0.1206 | 0.0208 | 0.6571 | 0.0299 | 0.5773 | −0.0147 | 0.1469 | ||
| OCF | 0.0777 | 0.1961 | 0.0635 | 0.2628 | 0.1547 | 0.7936 | * | |||
| Size | ||||||||||
| SALESHA | 10.8065 | 7.8484 | 8.5415 | 10.9833 | * | * | ||||
| NAVSH | 14.9496 | 15.7529 | 14.3562 | 11.1738 | 10.6841 | 13.6162 | * | |||
| LNMV | 6.9994 | 1.9321 | 6.8808 | 1.8973 | 1.8693 | 1.7819 | * | |||
| Investment | ||||||||||
| DIVSH | 3.4131 | 1.6606 | 1.0856 | 2.4611 | * | * | ||||
| DIVYI | 0.0625 | 0.1525 | 0.0686 | 0.1868 | 0.2418 | 0.1306 | * | |||
| DIVCOV | 0.3272 | 8.0780 | 0.7682 | 3.1023 | 1.8374 | 2.3262 | *** | |||
| PE | 11.2206 | 28.0425 | 10.0009 | 21.9310 | 28.5366 | 25.9597 | *** | |||
| Growth | ||||||||||
| MVBV | 4.3864 | 2.5499 | 3.0659 | 5.0445 | * | * | ||||
| Profitability | ||||||||||
| OPM | 1.8029 | 0.4902 | 0.1380 | 0.5178 | 0.2816 | 1.9560 | * | |||
| NPM | 0.6524 | 0.3355 | 0.1163 | 0.2834 | 0.1241 | 1.4846 | * | |||
| EPS | 1.0345 | 6.1476 | 1.2666 | 4.7187 | 2.5525 | 2.6941 | * | |||
| ROCE | 0.0637 | 0.3519 | 0.1360 | 0.9100 | 0.1409 | 0.4534 | * | |||
| Liquidity | ||||||||||
| CUR | 3.0401 | 2.2448 | 2.3482 | 3.0610 | * | * | ||||
| CFSH | 2.2626 | 4.3376 | 1.8860 | 4.1456 | 3.3595 | 3.6546 | * | |||
| Leverage | ||||||||||
| CGEAR | 2.5038 | 1.2608 | 0.8240 | 2.5143 | 0.7815 | 1.0279 | * | |||
| INTCOV | 23.6873 | 16.8249 | 4.6584 | 18.3497 | 4.7883 | 9.9091 | * | |||
| IGEAR | 0.2503 | 3.5386 | 0.0891 | 4.5429 | 4.5515 | 2.5750 | * | |||
| DSFU | 0.9899 | 1.4637 | 0.6824 | 1.9402 | 0.6506 | 2.0856 | ** | |||
Note(s): *, ** and *** indicate statistically significant factors at 10, 5 and 1% (two-tailed) level, respectively