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Equality, Participation, Transition: Essays in Honour of Branko Horvat

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54 Determ<strong>in</strong>ants <strong>of</strong> Income Inequality<br />

Table 4.1 Summary statistics for the five regions<br />

Region GINI STATE TRANS INCOME Number <strong>of</strong><br />

countries<br />

OECD 31.2 21.2 22.6 12501 22<br />

E. Europe 24.8 90.0 17.2 6234 8<br />

Africa 52.3 11.3 5.7 1778 16<br />

Asia 41.0 12.6 6.8 4851 17<br />

L. America 49.2 19.3 7.6 4156 17<br />

All the statistics are unweighted averages.<br />

Def<strong>in</strong>ition <strong>of</strong> the variables:<br />

GINI: G<strong>in</strong>i coefficient <strong>of</strong> disposable <strong>in</strong>come for OECD and socialist economies;<br />

G<strong>in</strong>i coefficient <strong>of</strong> gross <strong>in</strong>come for Africa, Asia and Lat<strong>in</strong> America. G<strong>in</strong>i coefficients<br />

are expressed <strong>in</strong> per cent.<br />

STATE: Share <strong>of</strong> state-sector workers (general government and state-owned<br />

enterprises) <strong>in</strong> total labour force.<br />

TRANS: Share <strong>of</strong> cash and <strong>in</strong>-k<strong>in</strong>d social transfers <strong>in</strong> GDP, <strong>in</strong> per cent.<br />

INCOME: Purchas<strong>in</strong>g power GDP <strong>in</strong> <strong>in</strong>ternational dollars for 1988.<br />

4.4.2 Empirical analysis<br />

Table 4.1 gives summary statistics for the five regions. The most important<br />

conclusions are the follow<strong>in</strong>g.<br />

In terms <strong>of</strong> <strong>in</strong>come <strong>in</strong>equality, the five regions have dist<strong>in</strong>ctly<br />

different averages: <strong>in</strong>equality is highest <strong>in</strong> Africa (G<strong>in</strong>i <strong>of</strong> 52),<br />

closely followed by Lat<strong>in</strong> America (49), then Asia (41), OECD<br />

countries (31), while the European socialist economies are the most<br />

equal (25).<br />

Eastern Europe and the former Soviet Union have a much larger<br />

share <strong>of</strong> state-sector employment than does any other region (90 per<br />

cent); the African and Asian samples have the lowest share (11 to 12<br />

per cent <strong>of</strong> the labour force).<br />

The size <strong>of</strong> social transfers is much greater <strong>in</strong> OECD and socialist<br />

countries than elsewhere.<br />

Figures 4.1a–4.1c display the relationship between GINI and the three<br />

explanatory variables. We test first equation (1.0). The <strong>in</strong>come variable<br />

is quadratic, s<strong>in</strong>ce we test for the existence <strong>of</strong> an <strong>in</strong>verted U-shaped<br />

relationship. 3 and 4 are expected to have negative signs. 11 The<br />

observations <strong>in</strong> all the regressions are arranged <strong>in</strong><br />

GINI 0 1 ln(INCOME) 2[ln(INCOME)] 2 3 STATE 4TRANS<br />

(1.0)

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