Enrique López-Bazo (Department of Econometrics, Statistics and Spanish Economy, University of Barcelona, Avda. Diagonal 690, 08034 Barcelona, Spain) Tomás del Barrio (Department of Econometrics, Statistics and Spanish Economy, University of Barcelona, Avda. Diagonal 690, 08034 Barcelona, Spain) Manuel Artis (Department of Econometrics, Statistics and Spanish Economy, University of Barcelona, Avda. Diagonal 690, 08034 Barcelona, Spain)
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In this article we propose a set of tools for analysing the regional distribution of unemployment. As we are interested in the characteristics of the distribution as a whole, results from a traditional regression analysis are complemented with those obtained by estimating its external shape before and after being conditioned to factors underlying regional unemployment. In addition, we specifically consider the spatial characteristics of the distribution, and the empirical model we develop to determine explanatory factors includes spatial effects. This framework is applied to the study of the provincial distribution of unemployment rates in Spain. Results point to increasing spatial dependence in the distribution of regional unemployment rates, and a change in the factors causing regional differentials over the last decade.
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Find related papers by JEL classification: C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models E24 - Macroeconomics and Monetary Economics - - Macroeconomics: Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution R12 - Urban, Rural, and Regional Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography) R23 - Urban, Rural, and Regional Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
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