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Regional unemployment patterns: a cluster analysis approach to the portuguese economy

dc.contributor.authorNunes, Alcina
dc.contributor.authorBarros, Elisa
dc.date.accessioned2010-06-07T08:46:03Z
dc.date.available2010-06-07T08:46:03Z
dc.date.issued2010
dc.description.abstractThe 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.pt
dc.identifier.citationNunes, Alcina; Barros, Elisa (2010). Regional unemployment patterns: a cluster analysis approach to the portuguese economy. In Global Imbalances, Financial Institutions, and Reforms in the Post-Crisis Era. Atenas.pt
dc.identifier.urihttp://hdl.handle.net/10198/2292
dc.language.isoengpt
dc.publisherEEFS - European Economics and Finance Societypt
dc.relation.publisherversionhttp://www.eefs.eu/conf/Athens/Papers/586.pdfpt
dc.subjectUnemploymentpt
dc.subjectPortugalpt
dc.subjectRegionspt
dc.subjectCluster analysispt
dc.titleRegional unemployment patterns: a cluster analysis approach to the portuguese economypt
dc.typeconference paper
dspace.entity.typePublication
oaire.citation.conferencePlaceAtenaspt
oaire.citation.titleGlobal Imbalances, Financial Institutions, and Reforms in the Post-Crisis Erapt
person.familyNameNunes
person.familyNameBarros
person.givenNameAlcina
person.givenNameElisa
person.identifier.ciencia-id1111-680F-0CAF
person.identifier.orcid0000-0003-4056-9747
person.identifier.orcid0000-0001-8515-695X
person.identifier.ridM-8259-2013
person.identifier.scopus-author-id55907654000
rcaap.rightsopenAccesspt
rcaap.typeconferenceObjectpt
relation.isAuthorOfPublicationf96c3560-c1d3-432c-aa84-49982ea86106
relation.isAuthorOfPublication29601d32-5c12-4b5f-84ec-55d83617d04e
relation.isAuthorOfPublication.latestForDiscoveryf96c3560-c1d3-432c-aa84-49982ea86106

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