Descriptive statistics of variables used in the analyses
| Listed companies | Large private companies | Medium-sized companies | Small companies | Micro companies | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Variable | Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD |
| Total assets (in millions) | 1,866 | 12.8 | 317 | 6.9052 | 8.65 | 0.0444 | 0.49 | 0.0646 | 0.06 | 0.0003 |
| Total sales (in millions) | 1,469 | 10.9 | 144 | 0.7807 | 14.72 | 0.0352 | 0.66 | 0.0109 | 0.11 | 0.0008 |
| ΔNI | 0.0008 | 0.1478 | 0.0046 | 0.0543 | 0.0042 | 0.0626 | −0.0056 | 0.3895 | −0.0108 | 0.4869 |
| ΔCF | 0.0044 | 0.2883 | 0.0063 | 0.2855 | 0.0176 | 0.2912 | 0.0216 | 0.8142 | 0.006 | 1.0488 |
| Size | 10.8693 | 2.4617 | 10.5425 | 0.983 | 8.6921 | 0.4241 | 4.4342 | 1.7745 | 3.4331 | 1.3113 |
| Growth | 0.0821 | 0.2727 | 0.0671 | 0.1738 | 0.0524 | 0.1761 | −0.0078 | 0.3694 | −0.0094 | 0.3768 |
| Lev | 0.5387 | 0.3291 | 0.6655 | 0.2848 | 0.7041 | 0.3148 | 1.2663 | 0.9213 | 1.4863 | 1.2122 |
| Dissue | 0.2268 | 0.7082 | 0.1173 | 0.3409 | 0.0911 | 0.3738 | 0.1194 | 0.5141 | 0.125 | 0.5427 |
| Turn | 0.9621 | 0.7589 | 1.6667 | 1.1204 | 2.118 | 1.1367 | 2.3073 | 2.1662 | 2.7019 | 2.4085 |
| CF | −0.0141 | 0.3072 | 0.0645 | 0.2112 | 0.0776 | 0.2142 | 0.4008 | 0.8647 | 0.553 | 1.0434 |
| No. of firm-years observations | 6,318 | 13,067 | 20,630 | 256,562 | 217,647 | |||||
| Listed companies | Large private companies | Medium-sized companies | Small companies | Micro companies | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Variable | Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD |
| Total assets (in millions) | 1,866 | 12.8 | 317 | 6.9052 | 8.65 | 0.0444 | 0.49 | 0.0646 | 0.06 | 0.0003 |
| Total sales (in millions) | 1,469 | 10.9 | 144 | 0.7807 | 14.72 | 0.0352 | 0.66 | 0.0109 | 0.11 | 0.0008 |
| ΔNI | 0.0008 | 0.1478 | 0.0046 | 0.0543 | 0.0042 | 0.0626 | −0.0056 | 0.3895 | −0.0108 | 0.4869 |
| ΔCF | 0.0044 | 0.2883 | 0.0063 | 0.2855 | 0.0176 | 0.2912 | 0.0216 | 0.8142 | 0.006 | 1.0488 |
| Size | 10.8693 | 2.4617 | 10.5425 | 0.983 | 8.6921 | 0.4241 | 4.4342 | 1.7745 | 3.4331 | 1.3113 |
| Growth | 0.0821 | 0.2727 | 0.0671 | 0.1738 | 0.0524 | 0.1761 | −0.0078 | 0.3694 | −0.0094 | 0.3768 |
| Lev | 0.5387 | 0.3291 | 0.6655 | 0.2848 | 0.7041 | 0.3148 | 1.2663 | 0.9213 | 1.4863 | 1.2122 |
| Dissue | 0.2268 | 0.7082 | 0.1173 | 0.3409 | 0.0911 | 0.3738 | 0.1194 | 0.5141 | 0.125 | 0.5427 |
| Turn | 0.9621 | 0.7589 | 1.6667 | 1.1204 | 2.118 | 1.1367 | 2.3073 | 2.1662 | 2.7019 | 2.4085 |
| CF | −0.0141 | 0.3072 | 0.0645 | 0.2112 | 0.0776 | 0.2142 | 0.4008 | 0.8647 | 0.553 | 1.0434 |
| No. of firm-years observations | 6,318 | 13,067 | 20,630 | 256,562 | 217,647 | |||||
Notes: ΔNI is the change in earnings, where earnings is scaled by end-of-year total assets; ΔCF is the change in cash flow from operating activities, where cash flow from operating activities is scaled by end-of-year total assets; cash flow from operating activities is defined as net income after interest, tax and extraordinary items in the observation year + Depreciation – Working Capital Accruals (WCA), where WCA is defined as the change in non-cash current assets minus the change in current liabilities other than short-term debt and taxes payable; Size is the natural logarithm of the end-of-year total assets; Growth is the percentage change in sales; Lev is end-of-year total liabilities divided by end-of-year book value of equity; Dissue is the percentage change in total liabilities; Turn is sales divided by end-of-year total assets; CF is the cash flow from operating activities, scaled by end-of-year total assets. All variables are measured during the sample period, 2006-2013