The spatial structure of the labour market across public jobcentres. Does their accessibility matter

The objective is to analyse how one's place of residence affects the probability of finding a job and to measure the definition of the public jobcentre catchment area, which contributes to improving labour outcomes in the most deprived areas. We propose a multilevel model to estimate the probability of finding a job controlling for individual characteristics and discerning the effect of the place of residence and the contribution of public employment centres. We use an administrative register of jobseekers (70,379) grouped by 384 postal codes and 24 jobcentres. The econometric results confirm the hypothesis that there is a strong residence effect that is not sufficiently mitigated by public employment services.