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-0.076<br />

-0.069<br />

-0.061<br />

-0.053<br />

-0.046<br />

-0.038<br />

-0.031<br />

-0.023<br />

-0.015<br />

-0.008<br />

0.000<br />

0.008<br />

0.015<br />

0.023<br />

0.031<br />

0.038<br />

0.046<br />

0.053<br />

0.061<br />

0.069<br />

0.076<br />

0.084<br />

0.092<br />

0.099<br />

0.107<br />

0.114<br />

0.122<br />

-0.077<br />

-0.070<br />

-0.062<br />

-0.054<br />

-0.046<br />

-0.039<br />

-0.031<br />

-0.023<br />

-0.015<br />

-0.008<br />

0.000<br />

0.008<br />

0.015<br />

0.023<br />

0.031<br />

0.039<br />

0.046<br />

0.054<br />

0.062<br />

0.070<br />

0.077<br />

0.085<br />

0.093<br />

0.101<br />

0.108<br />

0.116<br />

0.124<br />

Laura Parte Esteban, María Jesús Such Devesa & Pilar Alberca Oliver<br />

Panel B: Changes in Net Income distribution (ΔNI/AT t-1 )<br />

Debt ratio (q1)<br />

Debt ratio (q3)<br />

16.0%<br />

14.0%<br />

12.0%<br />

10.0%<br />

8.0%<br />

6.0%<br />

4.0%<br />

2.0%<br />

0.0%<br />

16.0%<br />

14.0%<br />

12.0%<br />

10.0%<br />

8.0%<br />

6.0%<br />

4.0%<br />

2.0%<br />

0.0%<br />

The histograms are generated from 1,990 observations. Panel A shows net income<br />

distributions (NI/ATt-1). Panel B represents changes in net income distributions (ΔNI/ATt-<br />

1). The frequency histogram on the left represents low leverage firms (Debt ratio < quartile<br />

1) and the frequency histogram on the right represents high leverage firms (Debt ratio ><br />

quartile 3).<br />

The interval widths are calculated following the Degeorge et al.´s (1999) formula. In<br />

Panel A, the interval widths are 0.016 for NI and 0.008 for ΔNI. In Panel B, the interval<br />

widths are 0.008 for both NI and ΔNI. In a sensitivity analysis, frequency histograms are<br />

built using another two measures (mean and median) to discriminate between high and low<br />

leverage firms. Similar results are obtained.<br />

Table 4 reports the incidence of ownership structure in reaching the<br />

earnings benchmarks (levels and changes). As we explained, the database<br />

used in this study provides limited-information related to the owners of<br />

the firms. The introduction of this variable produces a sample-reduction<br />

(see Table 1, statistical descriptive).<br />

In Table 4, we can see that the discontinuity of earnings distribution<br />

in earnings level as well as in earnings changes is more accentuated in<br />

family structure than in others ownership structures. In the annex, Table 7<br />

shows similar results using the alternative interval widths. This evidence<br />

must be interpreted with caution due the difficulties found when picking<br />

up the data.<br />

26

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