SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY

Detalhes bibliográficos
Autor(a) principal: Bevilacqua, Solon
Data de Publicação: 2013
Tipo de documento: Artigo
Idioma: por
Título da fonte: REAd (Porto Alegre. Online)
Texto Completo: https://seer.ufrgs.br/index.php/read/article/view/41236
Resumo: This exploratory and descriptive study seeked a base of primary data, potential consumers of a multiuse vehicle, with further use of Conjoint Analysis and Cluster Analysis, according to Green & Krieger’s proposal (1991). The scope of the study was local, where was investigated the use of partial uses for comfort, loading capacity and price as input resource to a segmentation basis. There was an alignment between the methods and consistency between the results. The gains observed in this study are related to three aspects: [1] research execution: starting from a complex questionnaire applied for a Brazilian diversified target population, obtaining success in this research singular conditions; [2] data manipulation: considering unobservable variables – difficult to handle in comparison with those used in the original study – it was obtained success without observed losses; [3] Validation: using the proposal method, both techniques (AC and CA) presented similar results, which ensures precision to the suggested method. The generation of similar results, from the combined use of both techniques, suggests methodological alignment and theory validation. For so it’s possible to consider that applying this methodology of attributes identification focused on market segmentation, can mitigate this repositioning concept question. The lack of correlated studies question, in other segments, that actually practice this technical hardiness, is highlighted as a study limitation. We suggest as future studies, a best evidentiary situation capability application. The main contribution of this study was to show how easy is to replicate the authors studies.
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spelling SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDYSEGMENTACIÓN A PARTIR DE LAS BASES ESPECÍFICAS NO VISIBLES DEL PRODUCTO Y EL EMPLEO CONJUNTO DE TÉCNICAS MULTIVARIADAS: ESTUDIO DE CASO DEL VEÍCULO MULTIUSOSEGMENTAÇÃO A PARTIR DAS BASES ESPECÍFICAS NÃO OBSERVÁVEIS DO PRODUTO E O EMPREGO CONJUNTO DE TÉCNICAS MULTIVARIADAS: O ESTUDO DE CASO DO VEÍCULO MULTIUSOSegmentação de MercadoAtributosAnálise MultivariadaPesquisaParth Worth´sSegmentación de MercadoAtributosAnálisis MultivariadaInvestigaciónParth WorthsSegmentação de MercadoAtributosAnálise MultivariadaPesquisaParth Worth´s This exploratory and descriptive study seeked a base of primary data, potential consumers of a multiuse vehicle, with further use of Conjoint Analysis and Cluster Analysis, according to Green & Krieger’s proposal (1991). The scope of the study was local, where was investigated the use of partial uses for comfort, loading capacity and price as input resource to a segmentation basis. There was an alignment between the methods and consistency between the results. The gains observed in this study are related to three aspects: [1] research execution: starting from a complex questionnaire applied for a Brazilian diversified target population, obtaining success in this research singular conditions; [2] data manipulation: considering unobservable variables – difficult to handle in comparison with those used in the original study – it was obtained success without observed losses; [3] Validation: using the proposal method, both techniques (AC and CA) presented similar results, which ensures precision to the suggested method. The generation of similar results, from the combined use of both techniques, suggests methodological alignment and theory validation. For so it’s possible to consider that applying this methodology of attributes identification focused on market segmentation, can mitigate this repositioning concept question. The lack of correlated studies question, in other segments, that actually practice this technical hardiness, is highlighted as a study limitation. We suggest as future studies, a best evidentiary situation capability application. The main contribution of this study was to show how easy is to replicate the authors studies. Este estudio exploratorio y descriptivo investigó una base de datos primarios, potenciales consumidores de un vehículo multiuso, con posterior empleo de Análisis Conjunto (CA) y Análisis de Conglomerado (AC), según propuesta de Green e Krieger (1991). La amplitud de la investigación tuvo carácter nacional, en que se investigó el empleo de las utilidades parciales para el conforto, capacidad de carga y precio como recursos de entrada para una base de segmentación, se constatando una unidad entre los métodos y coherencia entre los resultados obtenidos. Los éxitos percibidos en esa investigación están relacionados a tres aspectos: (1) ejecución de la investigación: a partir de un cuestionario complejo y aplicado para la diversificada populación, meta de la investigación, brasileña, se obtuvo éxito en la investigación en esas condiciones singulares; (2) Manipulación de las variables: contando con variables no visibles – de difícil manipulación en comparación con las empleadas en el estudio original - con éxito sin pierdas observadas; (3) Validación: usando el método propuesto, ambas las técnicas (CA y AC) presentaron resultados semejantes, lo que atribuye precisión al método sugerido. La generación de resultados similares, a partir del empleo conjunto de ambas las técnicas, sugiere unidad metodológica y validación de la teoría. Se considera al fin de la investigación que emplear metodología de identificación de atributos orientada para la segmentación de mercado puede atenuar la cuestión de relación del concepto. Como limitación del estudio se destaca la cuestión de la falta de estudios relacionados, en otras áreas que efectivamente pongan en práctica la fuerza de la técnica. Se sugiere para trabajos futuros, un estudio de mayor amplitud en situación comprobatoria. Como principal contribución del estudio, se constató la facilidad de replicar los estudios de los autores. Este estudo exploratório e descritivo pesquisou uma base de dados primários, potenciais consumidores de um veículo multiuso, com posterior emprego de Análise Conjunta (CA) e Análise de Conglomerado (AC), conforme proposta de Green e Krieger (1991). A abrangência da pesquisa teve caráter nacional, em que se investigou o emprego das utilidades parciais para conforto, capacidade de carga e preço como recursos de entrada para uma base de segmentação, constatando-se um alinhamento entre os métodos e coerência entre os resultados obtidos. Os ganhos observados nesse estudo estão relacionados a três aspectos: [1] execução da pesquisa: partindo de um questionário complexo e aplicado para a diversificada população alvo brasileira, obteve-se êxito na pesquisa nessas condições singulares; [2] Manipulação das variáveis: contando com variáveis não observáveis – de difícil manipulação em contraste com as empregadas no estudo original – obtendo êxito sem perdas observadas; [3] Validação: empregando o método proposto, ambas as técnicas (CA e AC) apresentaram resultados semelhantes, o que confere precisão ao método sugerido. A geração de resultados similares, a partir do emprego conjunto de ambas as técnicas, sugere alinhamento metodológico e validação da teoria. Considera-se ao final do estudo que empregar metodologia de identificação de atributos voltada para a segmentação de mercado pode atenuar a questão de reposicionamento do conceito. Como limitação do estudo destaca-se a questão da falta de estudos correlatos, em outras áreas que efetivamente coloquem em prática a robustez da técnica. Sugestiona-se para trabalhos futuros, um estudo de maior amplitude em situação comprobatória. Como principal contribuição do estudo, constatou-se a facilidade de replicar os estudos dos autores. Universidade Federal do Rio Grande do Sul2013-08-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioncase studiesestudio de casoAvaliado pelos paresinfo:eu-repo/semantics/otherapplication/pdfhttps://seer.ufrgs.br/index.php/read/article/view/41236Electronic Review of Administration; Vol. 19 No. 2 (2013): Edição 75 - mai/ago 2013; 433-452Revista Electrónica de Administración; Vol. 19 Núm. 2 (2013): Edição 75 - mai/ago 2013; 433-452Revista Eletrônica de Administração; v. 19 n. 2 (2013): Edição 75 - mai/ago 2013; 433-4521413-23111980-4164reponame:REAd (Porto Alegre. Online)instname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSporhttps://seer.ufrgs.br/index.php/read/article/view/41236/26118Bevilacqua, Soloninfo:eu-repo/semantics/openAccess2013-08-14T18:44:37Zoai:seer.ufrgs.br:article/41236Revistahttp://seer.ufrgs.br/index.php/read/indexPUBhttps://seer.ufrgs.br/read/oaiea_read@ufrgs.br1413-23111413-2311opendoar:2013-08-14T18:44:37REAd (Porto Alegre. Online) - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.none.fl_str_mv SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY
SEGMENTACIÓN A PARTIR DE LAS BASES ESPECÍFICAS NO VISIBLES DEL PRODUCTO Y EL EMPLEO CONJUNTO DE TÉCNICAS MULTIVARIADAS: ESTUDIO DE CASO DEL VEÍCULO MULTIUSO
SEGMENTAÇÃO A PARTIR DAS BASES ESPECÍFICAS NÃO OBSERVÁVEIS DO PRODUTO E O EMPREGO CONJUNTO DE TÉCNICAS MULTIVARIADAS: O ESTUDO DE CASO DO VEÍCULO MULTIUSO
title SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY
spellingShingle SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY
Bevilacqua, Solon
Segmentação de Mercado
Atributos
Análise Multivariada
Pesquisa
Parth Worth´s
Segmentación de Mercado
Atributos
Análisis Multivariada
Investigación
Parth Worths
Segmentação de Mercado
Atributos
Análise Multivariada
Pesquisa
Parth Worth´s
title_short SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY
title_full SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY
title_fullStr SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY
title_full_unstemmed SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY
title_sort SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY
author Bevilacqua, Solon
author_facet Bevilacqua, Solon
author_role author
dc.contributor.author.fl_str_mv Bevilacqua, Solon
dc.subject.por.fl_str_mv Segmentação de Mercado
Atributos
Análise Multivariada
Pesquisa
Parth Worth´s
Segmentación de Mercado
Atributos
Análisis Multivariada
Investigación
Parth Worths
Segmentação de Mercado
Atributos
Análise Multivariada
Pesquisa
Parth Worth´s
topic Segmentação de Mercado
Atributos
Análise Multivariada
Pesquisa
Parth Worth´s
Segmentación de Mercado
Atributos
Análisis Multivariada
Investigación
Parth Worths
Segmentação de Mercado
Atributos
Análise Multivariada
Pesquisa
Parth Worth´s
description This exploratory and descriptive study seeked a base of primary data, potential consumers of a multiuse vehicle, with further use of Conjoint Analysis and Cluster Analysis, according to Green & Krieger’s proposal (1991). The scope of the study was local, where was investigated the use of partial uses for comfort, loading capacity and price as input resource to a segmentation basis. There was an alignment between the methods and consistency between the results. The gains observed in this study are related to three aspects: [1] research execution: starting from a complex questionnaire applied for a Brazilian diversified target population, obtaining success in this research singular conditions; [2] data manipulation: considering unobservable variables – difficult to handle in comparison with those used in the original study – it was obtained success without observed losses; [3] Validation: using the proposal method, both techniques (AC and CA) presented similar results, which ensures precision to the suggested method. The generation of similar results, from the combined use of both techniques, suggests methodological alignment and theory validation. For so it’s possible to consider that applying this methodology of attributes identification focused on market segmentation, can mitigate this repositioning concept question. The lack of correlated studies question, in other segments, that actually practice this technical hardiness, is highlighted as a study limitation. We suggest as future studies, a best evidentiary situation capability application. The main contribution of this study was to show how easy is to replicate the authors studies.
publishDate 2013
dc.date.none.fl_str_mv 2013-08-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
case studies
estudio de caso
Avaliado pelos pares
info:eu-repo/semantics/other
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://seer.ufrgs.br/index.php/read/article/view/41236
url https://seer.ufrgs.br/index.php/read/article/view/41236
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://seer.ufrgs.br/index.php/read/article/view/41236/26118
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal do Rio Grande do Sul
publisher.none.fl_str_mv Universidade Federal do Rio Grande do Sul
dc.source.none.fl_str_mv Electronic Review of Administration; Vol. 19 No. 2 (2013): Edição 75 - mai/ago 2013; 433-452
Revista Electrónica de Administración; Vol. 19 Núm. 2 (2013): Edição 75 - mai/ago 2013; 433-452
Revista Eletrônica de Administração; v. 19 n. 2 (2013): Edição 75 - mai/ago 2013; 433-452
1413-2311
1980-4164
reponame:REAd (Porto Alegre. Online)
instname:Universidade Federal do Rio Grande do Sul (UFRGS)
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instname_str Universidade Federal do Rio Grande do Sul (UFRGS)
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institution UFRGS
reponame_str REAd (Porto Alegre. Online)
collection REAd (Porto Alegre. Online)
repository.name.fl_str_mv REAd (Porto Alegre. Online) - Universidade Federal do Rio Grande do Sul (UFRGS)
repository.mail.fl_str_mv ea_read@ufrgs.br
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