Wage differential studies rarely account for interarea differences in cost
of living, owing both to data limitations and theoretical ambiguity. This s
tudy develops a price index for 185 metropolitan areas comprising about 70%
of the U.S. labor force. Current Population Survey data for 1985-95 and da
ta on site-specific amenities are used to estimate earnings differentials b
ased on nominal wages, wages fully adjusted for measured cost of living, an
d a simple approximation of "real" wages with partial adjustment for price-
level differences. Dispersion in approximate real wages across 185 labor ma
rkets and differentials by region and city size are substantially lower tha
n dispersion in nominal or full adjustment wages. Estimates of racial and e
thnic differentials display moderate sensitivity to choice of a wage measur
e, whereas other standard differentials do not. Both nominal wages and wage
s fully adjusted for cost of living may provide misleading estimates of rea
l wage differentials. Absent data on interarea prices and amenities, resear
chers should include detailed controls for region and city size in nominal
wage equations. (JEL J31, R23).