Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso

Detalhes bibliográficos
Autor(a) principal: Xavier, José Eduardo Mendonça
Data de Publicação: 2018
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://repositorio.ufscar.br/handle/ufscar/10742
Resumo: Given the potential that the development of Business Intelligence and Analytics (BI&A) can bring to organizations, in particular to the uses of the Performance Measurement System (PMS), and considering the shortage of works of this nature, this thesis had as main purpose to identify how the development of BI&A capabilities influences the uses of the PMS in organizations. A multiple case study was used as an empirical research object in eight small, medium and large organizations located in the states of São Paulo, Espírito Santo and Minas Gerais. Public and private organizations were studied, encompassing the activities of telecommunications services, call center, e-commerce, cosmetics industry and retail, justice, energy services and water and sewage services. The analysis was performed using interviews with key actors, document analysis and the application of a maturity model of BI&A. The results indicate that as organizations grow in BI&A maturity there are benefits over the analyzed uses of Performance Measurement System: control, improvement and planning. Throughout the development of maturity, the increasing capabilities of BI&A such as, information quality, culture of information use and functionalities (for example, visualization, self-service BI and predictive techniques), leverage the uses of PMS. There are benefits to the uses of PMS in the studied organizations, mainly in the operational management level, in aspects such as performance indicators monitoring, coverage of the use of indicators, business understanding, identification of deviations and problems, capacity to respond to changes and resources management.
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spelling Xavier, José Eduardo MendonçaMartins, Roberto Antoniohttp://lattes.cnpq.br/3518820028045730http://lattes.cnpq.br/34906119802454822018-11-30T13:31:07Z2018-11-30T13:31:07Z2018-07-31XAVIER, José Eduardo Mendonça. Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso. 2018. Tese (Doutorado em Engenharia de Produção) – Universidade Federal de São Carlos, São Carlos, 2018. Disponível em: https://repositorio.ufscar.br/handle/ufscar/10742.https://repositorio.ufscar.br/handle/ufscar/10742Given the potential that the development of Business Intelligence and Analytics (BI&A) can bring to organizations, in particular to the uses of the Performance Measurement System (PMS), and considering the shortage of works of this nature, this thesis had as main purpose to identify how the development of BI&A capabilities influences the uses of the PMS in organizations. A multiple case study was used as an empirical research object in eight small, medium and large organizations located in the states of São Paulo, Espírito Santo and Minas Gerais. Public and private organizations were studied, encompassing the activities of telecommunications services, call center, e-commerce, cosmetics industry and retail, justice, energy services and water and sewage services. The analysis was performed using interviews with key actors, document analysis and the application of a maturity model of BI&A. The results indicate that as organizations grow in BI&A maturity there are benefits over the analyzed uses of Performance Measurement System: control, improvement and planning. Throughout the development of maturity, the increasing capabilities of BI&A such as, information quality, culture of information use and functionalities (for example, visualization, self-service BI and predictive techniques), leverage the uses of PMS. There are benefits to the uses of PMS in the studied organizations, mainly in the operational management level, in aspects such as performance indicators monitoring, coverage of the use of indicators, business understanding, identification of deviations and problems, capacity to respond to changes and resources management.Tendo em vista as potencialidades que o desenvolvimento de Business Intelligence & Analytics (BI&A) pode trazer às organizações, em especial aos usos do Sistema de Medição de Desempenho (SMD), e considerando a escassez de trabalhos dessa natureza, esta tese teve como principal objetivo identificar como o desenvolvimento das capacidades de BI&A influencia os usos do SMD em organizações. Utilizou-se como objeto empírico de pesquisa um estudo de casos múltiplos, em oito organizações de pequeno, médio e grande porte situadas nos estados de São Paulo, Espírito Santo e Minas Gerais. Foram estudadas organizações públicas e privadas, englobando as atividades de serviços de telecomunicações, call center, comércio eletrônico, indústria e comércio de cosméticos, justiça, serviços de energia e serviços de água e esgoto. A análise foi realizada utilizando entrevistas a atores-chave, análise documental e aplicação de um modelo de maturidade de BI&A. Os resultados indicam que, à medida que as organizações crescem em maturidade de BI&A há influências sobre os três usos do SMD analisados: controle, melhoria e planejamento. Ao longo do desenvolvimento da maturidade, capacidades crescentes de BI&A como, qualidade da informação, cultura do uso de informações e funcionalidades (por exemplo, recursos de visualização, BI self-service e técnicas preditivas), potencializam os usos do SMD. Há benefícios aos usos do SMD nas organizações estudadas, principalmente na gestão operacional, em aspectos como acompanhamento de indicadores de desempenho, abrangência do uso dos indicadores, compreensão do negócio, identificação de desvios e problemas, capacidade de resposta a mudanças e gestão de recursos.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)CAPES: Código de financiamento 001porUniversidade Federal de São CarlosCâmpus São CarlosPrograma de Pós-Graduação em Engenharia de Produção - PPGEPUFSCarMedição de DesempenhoCapacidadesMaturidadePerformance measurementBusiness intelligenceMaturityAnalyticsENGENHARIAS::ENGENHARIA DE PRODUCAOInfluência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de casoInfluence of Business Intelligence & Analytics maturity on uses of performance measurement systems: case studiesinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisOnlineinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALTese 20181121 JEMX - final.pdfTese 20181121 JEMX - final.pdfTese de Doutoradoapplication/pdf7516809https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/10742/1/Tese%2020181121%20JEMX%20-%20final.pdf267f996f30ffe6aa574431943314106dMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81957https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/10742/3/license.txtae0398b6f8b235e40ad82cba6c50031dMD53TEXTTese 20181121 JEMX - final.pdf.txtTese 20181121 JEMX - final.pdf.txtExtracted texttext/plain432086https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/10742/4/Tese%2020181121%20JEMX%20-%20final.pdf.txta2bb66f23eafcdfdb8919b44773fee41MD54THUMBNAILTese 20181121 JEMX - final.pdf.jpgTese 20181121 JEMX - final.pdf.jpgIM Thumbnailimage/jpeg6137https://{{ getenv "DSPACE_HOST" "repositorio.ufscar.br" }}/bitstream/ufscar/10742/5/Tese%2020181121%20JEMX%20-%20final.pdf.jpg9424f9bafd73dece9ae5b97613662f49MD55ufscar/107422020-05-08 02:09:34.389oai:repositorio.ufscar.br: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Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222020-05-08T02:09:34Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso
dc.title.alternative.eng.fl_str_mv Influence of Business Intelligence & Analytics maturity on uses of performance measurement systems: case studies
title Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso
spellingShingle Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso
Xavier, José Eduardo Mendonça
Medição de Desempenho
Capacidades
Maturidade
Performance measurement
Business intelligence
Maturity
Analytics
ENGENHARIAS::ENGENHARIA DE PRODUCAO
title_short Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso
title_full Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso
title_fullStr Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso
title_full_unstemmed Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso
title_sort Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso
author Xavier, José Eduardo Mendonça
author_facet Xavier, José Eduardo Mendonça
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/3490611980245482
dc.contributor.author.fl_str_mv Xavier, José Eduardo Mendonça
dc.contributor.advisor1.fl_str_mv Martins, Roberto Antonio
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/3518820028045730
contributor_str_mv Martins, Roberto Antonio
dc.subject.por.fl_str_mv Medição de Desempenho
Capacidades
Maturidade
Performance measurement
topic Medição de Desempenho
Capacidades
Maturidade
Performance measurement
Business intelligence
Maturity
Analytics
ENGENHARIAS::ENGENHARIA DE PRODUCAO
dc.subject.eng.fl_str_mv Business intelligence
Maturity
Analytics
dc.subject.cnpq.fl_str_mv ENGENHARIAS::ENGENHARIA DE PRODUCAO
description Given the potential that the development of Business Intelligence and Analytics (BI&A) can bring to organizations, in particular to the uses of the Performance Measurement System (PMS), and considering the shortage of works of this nature, this thesis had as main purpose to identify how the development of BI&A capabilities influences the uses of the PMS in organizations. A multiple case study was used as an empirical research object in eight small, medium and large organizations located in the states of São Paulo, Espírito Santo and Minas Gerais. Public and private organizations were studied, encompassing the activities of telecommunications services, call center, e-commerce, cosmetics industry and retail, justice, energy services and water and sewage services. The analysis was performed using interviews with key actors, document analysis and the application of a maturity model of BI&A. The results indicate that as organizations grow in BI&A maturity there are benefits over the analyzed uses of Performance Measurement System: control, improvement and planning. Throughout the development of maturity, the increasing capabilities of BI&A such as, information quality, culture of information use and functionalities (for example, visualization, self-service BI and predictive techniques), leverage the uses of PMS. There are benefits to the uses of PMS in the studied organizations, mainly in the operational management level, in aspects such as performance indicators monitoring, coverage of the use of indicators, business understanding, identification of deviations and problems, capacity to respond to changes and resources management.
publishDate 2018
dc.date.accessioned.fl_str_mv 2018-11-30T13:31:07Z
dc.date.available.fl_str_mv 2018-11-30T13:31:07Z
dc.date.issued.fl_str_mv 2018-07-31
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
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status_str publishedVersion
dc.identifier.citation.fl_str_mv XAVIER, José Eduardo Mendonça. Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso. 2018. Tese (Doutorado em Engenharia de Produção) – Universidade Federal de São Carlos, São Carlos, 2018. Disponível em: https://repositorio.ufscar.br/handle/ufscar/10742.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/10742
identifier_str_mv XAVIER, José Eduardo Mendonça. Influência da maturidade de Business Intelligence & Analytics sobre usos dos sistemas de medição de desempenho: estudos de caso. 2018. Tese (Doutorado em Engenharia de Produção) – Universidade Federal de São Carlos, São Carlos, 2018. Disponível em: https://repositorio.ufscar.br/handle/ufscar/10742.
url https://repositorio.ufscar.br/handle/ufscar/10742
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dc.publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia de Produção - PPGEP
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFSCAR
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reponame_str Repositório Institucional da UFSCAR
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