Am. Gill, INCORPORATING THE CAUSES OF OCCUPATIONAL DIFFERENCES IN STUDIES OF RACIAL WAGE DIFFERENTIALS, The Journal of human resources, 29(1), 1994, pp. 20-41
This study provides a basic framework for incorporating the causes of
occupational differences into analyses of racial wage differentials. S
eparating the influences of personal characteristics, occupational cho
ice, and hiring discrimination on occupational attainment provides mea
sures of the contributions of each to the racial pay gap. The paper al
so considers the potential for bias in the wage-equation estimates ari
sing from self selection into occupations. There are two general findi
ngs. First, correcting for self-selection increases the importance of
occupational distribution in explaining racial wage differentials. Sec
ond, a proper accounting of the causes of these occupational differenc
es yields discrimination measures that are higher than those that aris
e when occupational dummy variables are included in the, wage equation
s and all the difference in occupational distribution is treated as no
ndiscriminatory.