Modelagem qualitativa e simula????o em gest??o estrat??gica

Detalhes bibliográficos
Autor(a) principal: Santos, Alberto Joaquim dos
Data de Publicação: 2012
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UCB
Texto Completo: https://bdtd.ucb.br:8443/jspui/handle/tede/2049
Resumo: The Balanced Scorecard (BSC) is a widely adopted methodology for measuring and monitoring the implementation of organizational strategy. However, some authors are critical to the strategic maps derived from the BSC due to: (i) the relationship of causes and effects are one-way, (ii) the model is static and does not express the temporality, and (iii) the fact that its indicators capture only past facts. Given that actors, resources, and processes interact in a scenario for the execution of a strategic plan, it seems to be an interesting idea to apply modeling and simulation techniques to understand this dynamics. Complementarily, the great uncertainty of the variables involved in this scenario works as a strong driver to the adoption of qualitative representations instead of a precise numerical model. Thus, the Qualitative Modeling technique is studied in this research, exploring the variables values represented by intervals and distinct points in their respective domains. Two qualitative models were built, one related to the scenarios for strategic planning and other for representing the strategic map of an organization. Simulations on the models were conducted in order to enable: (i) a conceptual study of the relations between the components of the plan, showing how modeling and qualitative simulations can help in maintaining their alignment; (ii) the anticipation by the strategic level of the organization of problems arising from assumptions about the values of variables; and (iii) promoting organizational learning from the sensemaking process triggered by the analysis of the simulation results. A case study was carried out on the institutional strategic planning from the Brazilian General Attorney in order to enlighten the benefits from the proposed approach.
id UCB_0a6f8de713e71b1c25b56c4be4de8bdc
oai_identifier_str oai:bdtd.ucb.br:tede/2049
network_acronym_str UCB
network_name_str Biblioteca Digital de Teses e Dissertações da UCB
spelling Prado, H??rcules Antonio dohttp://lattes.cnpq.br/1350331210278996Ferneda, Edilsonhttp://lattes.cnpq.br/2531761427648020http://lattes.cnpq.br/1982305967380212Santos, Alberto Joaquim dos2017-04-12T13:00:02Z2012-08-27SANTOS, Alberto Joaquim dos. Modelagem qualitativa e simula????o em gest??o estrat??gica. 2012. 105 f. Disserta????o (Programa Strictu Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????o) - Universidade Cat??lica de Bras??lia, Bras??lia, 2012.https://bdtd.ucb.br:8443/jspui/handle/tede/2049The Balanced Scorecard (BSC) is a widely adopted methodology for measuring and monitoring the implementation of organizational strategy. However, some authors are critical to the strategic maps derived from the BSC due to: (i) the relationship of causes and effects are one-way, (ii) the model is static and does not express the temporality, and (iii) the fact that its indicators capture only past facts. Given that actors, resources, and processes interact in a scenario for the execution of a strategic plan, it seems to be an interesting idea to apply modeling and simulation techniques to understand this dynamics. Complementarily, the great uncertainty of the variables involved in this scenario works as a strong driver to the adoption of qualitative representations instead of a precise numerical model. Thus, the Qualitative Modeling technique is studied in this research, exploring the variables values represented by intervals and distinct points in their respective domains. Two qualitative models were built, one related to the scenarios for strategic planning and other for representing the strategic map of an organization. Simulations on the models were conducted in order to enable: (i) a conceptual study of the relations between the components of the plan, showing how modeling and qualitative simulations can help in maintaining their alignment; (ii) the anticipation by the strategic level of the organization of problems arising from assumptions about the values of variables; and (iii) promoting organizational learning from the sensemaking process triggered by the analysis of the simulation results. A case study was carried out on the institutional strategic planning from the Brazilian General Attorney in order to enlighten the benefits from the proposed approach.O Balanced Scorecard (BSC) ?? uma metodologia amplamente adotada para medir e monitorar a implementa????o da estrat??gia organizacional. No entanto, alguns autores s??o cr??ticos quanto aos mapas estrat??gicos oriundos do BSC por conta: (i) das rela????es de causa e efeito serem unidirecionais, (ii) de o modelo ser est??tico e n??o expressar temporalidade, e (iii) de seus indicadores de captarem apenas o passado. Visto que em um cen??rio de execu????o de um plano estrat??gico interagem atores, recursos e processos, a ideia de se aplicar t??cnicas de modelagem e simula????o para se entender essa din??mica ?? atrativa. A grande incerteza das vari??veis envolvidas neste cen??rio funciona como um forte incentivo para a ado????o de representa????es qualitativas em vez de um modelo num??rico preciso. Assim, a t??cnica Modelagem Qualitativa foi ?? estudado nesta pesquisa, explorando os valores das vari??veis representadas por intervalos e pontos distintos em seus respectivos dom??nios. Dois modelos qualitativos foram constru??dos, um relacionado com os cen??rios de planejamento estrat??gico e outro para representar o mapa estrat??gico de uma organiza????o. Simula????es sobre os modelos foram conduzidas a fim de permitir: (i) a combina????o de uma reflex??o concetual sobre as rela????es entre os componentes do plano, mostrando como a modelagem e simula????es qualitativos podem ajudar na manuten????o do seu alinhamento; (ii) que o n??vel estrat??gico da organiza????o antecipe problemas decorrentes de suposi????es sobre os valores das vari??veis; e (iii) a aprendizagem organizacional do processo de tomada de sentido desencadeada pela an??lise dos resultados da simula????o. Um estudo de caso foi realizado no planejamento estrat??gico institucional do Minist??rio P??blico Federal, a fim de se evidenciar os benef??cios da abordagem proposta.Submitted by Sara Ribeiro (sara.ribeiro@ucb.br) on 2017-04-12T12:59:50Z No. of bitstreams: 1 AlbertoJoaquimdosSantosDissertacao2012.pdf: 2924586 bytes, checksum: b73c45b8d6c5823c680066ae0f398f0c (MD5)Approved for entry into archive by Sara Ribeiro (sara.ribeiro@ucb.br) on 2017-04-12T13:00:02Z (GMT) No. of bitstreams: 1 AlbertoJoaquimdosSantosDissertacao2012.pdf: 2924586 bytes, checksum: b73c45b8d6c5823c680066ae0f398f0c (MD5)Made available in DSpace on 2017-04-12T13:00:02Z (GMT). No. of bitstreams: 1 AlbertoJoaquimdosSantosDissertacao2012.pdf: 2924586 bytes, checksum: b73c45b8d6c5823c680066ae0f398f0c (MD5) Previous issue date: 2012-08-27application/pdfhttps://bdtd.ucb.br:8443/jspui/retrieve/4315/AlbertoJoaquimdosSantosDissertacao2012.pdf.jpgporUniversidade Cat??lica de Bras??liaPrograma Strictu Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????oUCBBrasilEscola de Educa????o, Tecnologia e Comunica????oBalanced ScoreCardGest??o do conhecimentoPlanejamento estrat??gicoRacioc??nio qualitativoTomada de decis??oSensemakingCIENCIA DA INFORMACAO::TEORIA DA INFORMACAOModelagem qualitativa e simula????o em gest??o estrat??gicainfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis66618354162640914185005006002543899442388046202-9086706191110208944info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UCBinstname:Universidade Católica de Brasília (UCB)instacron:UCBLICENSElicense.txtlicense.txttext/plain; charset=utf-82165https://200.214.135.178:8443/jspui/bitstream/tede/2049/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51ORIGINALAlbertoJoaquimdosSantosDissertacao2012.pdfAlbertoJoaquimdosSantosDissertacao2012.pdfapplication/pdf2924586https://200.214.135.178:8443/jspui/bitstream/tede/2049/2/AlbertoJoaquimdosSantosDissertacao2012.pdfb73c45b8d6c5823c680066ae0f398f0cMD52TEXTAlbertoJoaquimdosSantosDissertacao2012.pdf.txtAlbertoJoaquimdosSantosDissertacao2012.pdf.txttext/plain189643https://200.214.135.178:8443/jspui/bitstream/tede/2049/3/AlbertoJoaquimdosSantosDissertacao2012.pdf.txtf19e7b52b56cb03c2dfd9298dd5e3524MD53THUMBNAILAlbertoJoaquimdosSantosDissertacao2012.pdf.jpgAlbertoJoaquimdosSantosDissertacao2012.pdf.jpgimage/jpeg4283https://200.214.135.178:8443/jspui/bitstream/tede/2049/4/AlbertoJoaquimdosSantosDissertacao2012.pdf.jpg66cba9626a8a16e80ad04bcb3a67485dMD54tede/20492017-04-13 01:02:23.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Biblioteca Digital de Teses e Dissertaçõeshttps://bdtd.ucb.br:8443/jspui/
dc.title.por.fl_str_mv Modelagem qualitativa e simula????o em gest??o estrat??gica
title Modelagem qualitativa e simula????o em gest??o estrat??gica
spellingShingle Modelagem qualitativa e simula????o em gest??o estrat??gica
Santos, Alberto Joaquim dos
Balanced ScoreCard
Gest??o do conhecimento
Planejamento estrat??gico
Racioc??nio qualitativo
Tomada de decis??o
Sensemaking
CIENCIA DA INFORMACAO::TEORIA DA INFORMACAO
title_short Modelagem qualitativa e simula????o em gest??o estrat??gica
title_full Modelagem qualitativa e simula????o em gest??o estrat??gica
title_fullStr Modelagem qualitativa e simula????o em gest??o estrat??gica
title_full_unstemmed Modelagem qualitativa e simula????o em gest??o estrat??gica
title_sort Modelagem qualitativa e simula????o em gest??o estrat??gica
author Santos, Alberto Joaquim dos
author_facet Santos, Alberto Joaquim dos
author_role author
dc.contributor.advisor1.fl_str_mv Prado, H??rcules Antonio do
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/1350331210278996
dc.contributor.advisor-co1.fl_str_mv Ferneda, Edilson
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/2531761427648020
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/1982305967380212
dc.contributor.author.fl_str_mv Santos, Alberto Joaquim dos
contributor_str_mv Prado, H??rcules Antonio do
Ferneda, Edilson
dc.subject.por.fl_str_mv Balanced ScoreCard
Gest??o do conhecimento
Planejamento estrat??gico
Racioc??nio qualitativo
Tomada de decis??o
Sensemaking
topic Balanced ScoreCard
Gest??o do conhecimento
Planejamento estrat??gico
Racioc??nio qualitativo
Tomada de decis??o
Sensemaking
CIENCIA DA INFORMACAO::TEORIA DA INFORMACAO
dc.subject.cnpq.fl_str_mv CIENCIA DA INFORMACAO::TEORIA DA INFORMACAO
dc.description.abstract.eng.fl_txt_mv The Balanced Scorecard (BSC) is a widely adopted methodology for measuring and monitoring the implementation of organizational strategy. However, some authors are critical to the strategic maps derived from the BSC due to: (i) the relationship of causes and effects are one-way, (ii) the model is static and does not express the temporality, and (iii) the fact that its indicators capture only past facts. Given that actors, resources, and processes interact in a scenario for the execution of a strategic plan, it seems to be an interesting idea to apply modeling and simulation techniques to understand this dynamics. Complementarily, the great uncertainty of the variables involved in this scenario works as a strong driver to the adoption of qualitative representations instead of a precise numerical model. Thus, the Qualitative Modeling technique is studied in this research, exploring the variables values represented by intervals and distinct points in their respective domains. Two qualitative models were built, one related to the scenarios for strategic planning and other for representing the strategic map of an organization. Simulations on the models were conducted in order to enable: (i) a conceptual study of the relations between the components of the plan, showing how modeling and qualitative simulations can help in maintaining their alignment; (ii) the anticipation by the strategic level of the organization of problems arising from assumptions about the values of variables; and (iii) promoting organizational learning from the sensemaking process triggered by the analysis of the simulation results. A case study was carried out on the institutional strategic planning from the Brazilian General Attorney in order to enlighten the benefits from the proposed approach.
dc.description.abstract.por.fl_txt_mv O Balanced Scorecard (BSC) ?? uma metodologia amplamente adotada para medir e monitorar a implementa????o da estrat??gia organizacional. No entanto, alguns autores s??o cr??ticos quanto aos mapas estrat??gicos oriundos do BSC por conta: (i) das rela????es de causa e efeito serem unidirecionais, (ii) de o modelo ser est??tico e n??o expressar temporalidade, e (iii) de seus indicadores de captarem apenas o passado. Visto que em um cen??rio de execu????o de um plano estrat??gico interagem atores, recursos e processos, a ideia de se aplicar t??cnicas de modelagem e simula????o para se entender essa din??mica ?? atrativa. A grande incerteza das vari??veis envolvidas neste cen??rio funciona como um forte incentivo para a ado????o de representa????es qualitativas em vez de um modelo num??rico preciso. Assim, a t??cnica Modelagem Qualitativa foi ?? estudado nesta pesquisa, explorando os valores das vari??veis representadas por intervalos e pontos distintos em seus respectivos dom??nios. Dois modelos qualitativos foram constru??dos, um relacionado com os cen??rios de planejamento estrat??gico e outro para representar o mapa estrat??gico de uma organiza????o. Simula????es sobre os modelos foram conduzidas a fim de permitir: (i) a combina????o de uma reflex??o concetual sobre as rela????es entre os componentes do plano, mostrando como a modelagem e simula????es qualitativos podem ajudar na manuten????o do seu alinhamento; (ii) que o n??vel estrat??gico da organiza????o antecipe problemas decorrentes de suposi????es sobre os valores das vari??veis; e (iii) a aprendizagem organizacional do processo de tomada de sentido desencadeada pela an??lise dos resultados da simula????o. Um estudo de caso foi realizado no planejamento estrat??gico institucional do Minist??rio P??blico Federal, a fim de se evidenciar os benef??cios da abordagem proposta.
description The Balanced Scorecard (BSC) is a widely adopted methodology for measuring and monitoring the implementation of organizational strategy. However, some authors are critical to the strategic maps derived from the BSC due to: (i) the relationship of causes and effects are one-way, (ii) the model is static and does not express the temporality, and (iii) the fact that its indicators capture only past facts. Given that actors, resources, and processes interact in a scenario for the execution of a strategic plan, it seems to be an interesting idea to apply modeling and simulation techniques to understand this dynamics. Complementarily, the great uncertainty of the variables involved in this scenario works as a strong driver to the adoption of qualitative representations instead of a precise numerical model. Thus, the Qualitative Modeling technique is studied in this research, exploring the variables values represented by intervals and distinct points in their respective domains. Two qualitative models were built, one related to the scenarios for strategic planning and other for representing the strategic map of an organization. Simulations on the models were conducted in order to enable: (i) a conceptual study of the relations between the components of the plan, showing how modeling and qualitative simulations can help in maintaining their alignment; (ii) the anticipation by the strategic level of the organization of problems arising from assumptions about the values of variables; and (iii) promoting organizational learning from the sensemaking process triggered by the analysis of the simulation results. A case study was carried out on the institutional strategic planning from the Brazilian General Attorney in order to enlighten the benefits from the proposed approach.
publishDate 2012
dc.date.issued.fl_str_mv 2012-08-27
dc.date.accessioned.fl_str_mv 2017-04-12T13:00:02Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
status_str publishedVersion
format masterThesis
dc.identifier.citation.fl_str_mv SANTOS, Alberto Joaquim dos. Modelagem qualitativa e simula????o em gest??o estrat??gica. 2012. 105 f. Disserta????o (Programa Strictu Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????o) - Universidade Cat??lica de Bras??lia, Bras??lia, 2012.
dc.identifier.uri.fl_str_mv https://bdtd.ucb.br:8443/jspui/handle/tede/2049
identifier_str_mv SANTOS, Alberto Joaquim dos. Modelagem qualitativa e simula????o em gest??o estrat??gica. 2012. 105 f. Disserta????o (Programa Strictu Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????o) - Universidade Cat??lica de Bras??lia, Bras??lia, 2012.
url https://bdtd.ucb.br:8443/jspui/handle/tede/2049
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv 6661835416264091418
dc.relation.confidence.fl_str_mv 500
500
600
dc.relation.department.fl_str_mv 2543899442388046202
dc.relation.cnpq.fl_str_mv -9086706191110208944
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 Cat??lica de Bras??lia
dc.publisher.program.fl_str_mv Programa Strictu Sensu em Gest??o do Conhecimento e da Tecnologia da Informa????o
dc.publisher.initials.fl_str_mv UCB
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Escola de Educa????o, Tecnologia e Comunica????o
publisher.none.fl_str_mv Universidade Cat??lica de Bras??lia
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UCB
instname:Universidade Católica de Brasília (UCB)
instacron:UCB
instname_str Universidade Católica de Brasília (UCB)
instacron_str UCB
institution UCB
reponame_str Biblioteca Digital de Teses e Dissertações da UCB
collection Biblioteca Digital de Teses e Dissertações da UCB
bitstream.url.fl_str_mv https://200.214.135.178:8443/jspui/bitstream/tede/2049/1/license.txt
https://200.214.135.178:8443/jspui/bitstream/tede/2049/2/AlbertoJoaquimdosSantosDissertacao2012.pdf
https://200.214.135.178:8443/jspui/bitstream/tede/2049/3/AlbertoJoaquimdosSantosDissertacao2012.pdf.txt
https://200.214.135.178:8443/jspui/bitstream/tede/2049/4/AlbertoJoaquimdosSantosDissertacao2012.pdf.jpg
bitstream.checksum.fl_str_mv bd3efa91386c1718a7f26a329fdcb468
b73c45b8d6c5823c680066ae0f398f0c
f19e7b52b56cb03c2dfd9298dd5e3524
66cba9626a8a16e80ad04bcb3a67485d
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1724829772820774912