Why are low-skilled not as compensated as expected for higher housing costs?

Marie Aurélie Lapierre

2024

Abstract

Standard urban economics models tell us that wages are higher in large cities due to agglomeration economies, but that the concentration of economic agents in these large cities raises housing prices. In equilibrium, wages should compensate for spatial differences in housing costs, real wages should be equal across cities of different sizes, and workers should be perfectly mobile. When considering heterogeneous agents (high-skilled, low-skilled), these models imply that, due to a higher housing cost burden for the low-skilled, the latter should be relatively more compensated than the high-skilled in expensive areas. However, using French data on wages and housing costs, I find that this compensation mechanism does not seem to work anymore in the recent period. The aim of this article is firstly to provide a robust measure of the level of these wage differentials and their evolution over time and, secondly, to highlight the factors that may explain the lower remuneration of the low-skilled. Several sets of explanations are considered. Labor market frictions in costly cities could be more detrimental to low-skilled workers. The latter may have fewer external options, and hence less bargaining power, than high-skilled workers in these cities due to (i) their higher local unemployment rate and (ii) the fact that local labor markets are more monopsonistic for them. Mobility frictions may also be greater in costly cities for the low-skilled: (i) who are more dependent on their local networks; (ii) for whom it is more difficult to find employment in lower-cost and more remote cities; (iii) who may suffer more from housing market rigidities (the "locked-in" effect associated with social housing). A final family of explanations focuses on the role of housing subsidies for low-skilled workers in the compensation system.