2This impedance measure is the commuting time from home to work, calculated at the individual level for the wage equation or for the neighbourhood in the case of the estimation of unemployment probability. This second approach may be associated with a multicentric city structure. Census data only provides commuting time in categories, what represents an additional limitation of this analysis.