SEGMENTATION FROM SPECIFIC NON OBSERVABLE BASIS ON THE PRODUCT AND THE COMBINED USE OF MULTIVARIATE TECHNIQUES: MULTIUSE VEHICLE CASE STUDY
Autor(a) principal: | |
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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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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) instacron:UFRGS |
instname_str |
Universidade Federal do Rio Grande do Sul (UFRGS) |
instacron_str |
UFRGS |
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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1799766203687763968 |