Supermarket site assessment and the importance of spatial analysis data

Detalhes bibliográficos
Autor(a) principal: Mendes, Armando B.
Data de Publicação: 2006
Outros Autores: Cardoso, Margarida G.M.S., Oliveira, Rui Carvalho
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.3/1142
Resumo: Publicado originalmente em "Advances in Doctoral Research in Management", Volume 1, pp. 171-195, Fevereiro de 2006. ISBN 978-981-256-044-5 (Hardcover).
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spelling Supermarket site assessment and the importance of spatial analysis dataAnalogue Discriminant Site SelectionDominance AnalysisMultiplicative Weighted Voronoi DiagramsSupermarket Site AssessmentPublicado originalmente em "Advances in Doctoral Research in Management", Volume 1, pp. 171-195, Fevereiro de 2006. ISBN 978-981-256-044-5 (Hardcover).This work is part of a dissertation that addresses the supermarket site assessment problem. We propose a 3-steps method for stores' site evaluation. (The 1st step yields the constitution of analogue groups of existent supermarkets, using a clustering procedure. On the 2nd step we use classification trees to classify new stores into specific analogue groups. Finally, on the 3rd step, we build a linear regression model to forecast new sites’ sales, based on several predictor variables, including dummy variables referred to analogue groups). In order to deal with demographic and competition data related to each supermarket, we use neighborhood delimitation techniques. Three alternative delimitation techniques and two aggregation procedures are compared. Results are evaluated based on the proportion of sales turnover variance that the alternative predictors are able to explain. (As a result, we select one aggregation procedure, although we conclude that none of the delimitation models: shortest path polygons and multiplicative weighted Voronoi diagrams, first and second order, present similar performance). Finally, we compare the relative importance of spatial data predictors in site assessment evaluation, using Dominance Analysis. As a result, the relevance of spatial analysis predictors clearly emerges being only dominated by the "trade area".CEEAplARepositório da Universidade dos AçoresMendes, Armando B.Cardoso, Margarida G.M.S.Oliveira, Rui Carvalho2011-05-16T12:13:54Z2006-062006-06-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.3/1142enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-12-20T14:28:41Zoai:repositorio.uac.pt:10400.3/1142Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:23:59.617907Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Supermarket site assessment and the importance of spatial analysis data
title Supermarket site assessment and the importance of spatial analysis data
spellingShingle Supermarket site assessment and the importance of spatial analysis data
Mendes, Armando B.
Analogue Discriminant Site Selection
Dominance Analysis
Multiplicative Weighted Voronoi Diagrams
Supermarket Site Assessment
title_short Supermarket site assessment and the importance of spatial analysis data
title_full Supermarket site assessment and the importance of spatial analysis data
title_fullStr Supermarket site assessment and the importance of spatial analysis data
title_full_unstemmed Supermarket site assessment and the importance of spatial analysis data
title_sort Supermarket site assessment and the importance of spatial analysis data
author Mendes, Armando B.
author_facet Mendes, Armando B.
Cardoso, Margarida G.M.S.
Oliveira, Rui Carvalho
author_role author
author2 Cardoso, Margarida G.M.S.
Oliveira, Rui Carvalho
author2_role author
author
dc.contributor.none.fl_str_mv Repositório da Universidade dos Açores
dc.contributor.author.fl_str_mv Mendes, Armando B.
Cardoso, Margarida G.M.S.
Oliveira, Rui Carvalho
dc.subject.por.fl_str_mv Analogue Discriminant Site Selection
Dominance Analysis
Multiplicative Weighted Voronoi Diagrams
Supermarket Site Assessment
topic Analogue Discriminant Site Selection
Dominance Analysis
Multiplicative Weighted Voronoi Diagrams
Supermarket Site Assessment
description Publicado originalmente em "Advances in Doctoral Research in Management", Volume 1, pp. 171-195, Fevereiro de 2006. ISBN 978-981-256-044-5 (Hardcover).
publishDate 2006
dc.date.none.fl_str_mv 2006-06
2006-06-01T00:00:00Z
2011-05-16T12:13:54Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.3/1142
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dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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