Autor(es):
Nunes, Alcina 
; Barros, Elisa
Data: 2010
Identificador Persistente: http://hdl.handle.net/10198/2292
Origem: Biblioteca Digital do IPB
Assunto(s): Unemployment; Portugal; Regions; Cluster analysis
Detalhes do Documento
Regional unemployment patterns: a cluster analysis approach to the portuguese e...
Descrição
The data mining methodology, in particular the cluster analysis technique, is an important ally in the study of economic patterns in a multivariate framework. Aware of its analytical importance this paper adopts such method of study to identify groups of Portuguese administrative regions that share similar patterns regarding some characteristics of unemployed registered individuals. The regional distribution of the unemployed individual characteristics is of core importance for the development of public policies directed to fight the unemployment phenomenon, especially in times of crisis. The research is based on annual cross-section data, from the Portuguese public employment service, for the period before and after the finance crisis. The analysis over time tries to find out if there are persistent regional trends especially when the aggregate unemployment rate rises. Preliminary results show a clear division of the territory into four regions – north and south and urban and rural areas - that stresses the importance of designing well-directed public labour policies.
The data mining methodology, in particular the cluster analysis technique, is an important ally in the study of economic patterns in a multivariate framework. Aware of its analytical importance this paper adopts such method of study to identify groups of Portuguese administrative regions that share similar patterns regarding some characteristics of unemployed registered individuals. The regional distribution of the unemployed individual characteristics is of core importance for the development of public policies directed to fight the unemployment phenomenon, especially in times of crisis. The research is based on annual cross-section data, from the Portuguese public employment service, for the period before and after the finance crisis. The analysis over time tries to find out if there are persistent regional trends especially when the aggregate unemployment rate rises. Preliminary results show a clear division of the territory into four regions – north and south and urban and rural areas - that stresses the importance of designing well-directed public labour policies.
Tipo de Documento
Documento de conferência
Idioma Inglês
Idioma Inglês
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