O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística

Detalhes bibliográficos
Autor(a) principal: Pinela, Sandra Regina da Silva
Data de Publicação: 2018
Tipo de documento: Tese
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações do UNIOESTE
Texto Completo: http://tede.unioeste.br/handle/tede/3583
Resumo: International trade in goods and services has grown significantly along the 2,000s decade and kept up in recent years. Maritime transport accounted for 80% of foreign trade operations in 2013, which implies specialized locations to move and transship goods, with maritime ports being strategic points in the global logistics chain. In Brazil, the agricultural sector is the main product in the trade balance, in which agricultural bulk is the busiest product in ports.Yet, 64% of the total produced in the country is concentrated in the states of Mato Grosso, Parana and Rio Grande do Sul, which send a large part of the shipments to the ports of the Southern Region of Brazil. This type of cargo is characterized by large volumes, and low added value. As a result, the port facilities seek to operate quickly and safely. Thus, the present study aims to analyze the technical efficiency of the southern Brazilian seaports by means of Data Envelopment Analysis (DEA), focusing on the logistic activity of transshipment of solid bulk in the dock area, to identify possible inefficiencies. For this, the theoretical assumptions and parameters on logistics and technical efficiency were used. The empirical data, which comprise the period from 2010 to 2016, were obtained through a survey of the Management Information System (GIS) of the National Waterway Transportation Agency (Antaq), and consult the reports of the Master Plan of the Ports Secretariat of the Presidency of the Republic (SEP/PR). Also, in July and August, 2016, there were technical visits in Paranaguá and São Francisco do Sul ports and unstructured interviews with their managers were carried out. The variables of DEA Model were determined by the statistical method Principal Component Analysis (PCA) which proved to be effective for the reduction of variables, in order to meet the proportionality requirement of the DEA model, as well as to solve the problem of the presence of outliers. The DEA-BCC method proved to be adequate to measure port efficiency, by considering scale variation, not assuming proportionality between inputs and outputs, and being a more realistic approach than DEA-CCR. The main results showed that there is a hierarchical structure for the operation of Brazilian seaports, shaped by the institutional environment, whose regulation is delimited by the Executive Branch Act and the management of the activities is carried out by port operators. Transshipment in the dock area was considered a critical stage in international physical distribution logistics. The determining factor of inefficiency of these ports was the high length of stay of ships. To achieve 100% efficiency, ports need to increase the number of berths and for this to happen, and for that to happen, management strategies or asset investments are needed to improve the speed of transshipment. The gain in efficiency of the ports of the South of Brazil will allow greater competition with the others and will provide greater development of the region.
id UNIOESTE-1_e201d271a0bb2a1d865f5793728c4267
oai_identifier_str oai:tede.unioeste.br:tede/3583
network_acronym_str UNIOESTE-1
network_name_str Biblioteca Digital de Teses e Dissertações do UNIOESTE
repository_id_str
spelling Rocha Jr., Weimar Freire dahttp://lattes.cnpq.br/0684318770321413Rocha Jr., Weimar Freire dahttp://lattes.cnpq.br/0684318770321413Ayala Calvo, Juan CarlosPassaporte AAE 870757Santoyo, Alain Hernándezhttp://lattes.cnpq.br/3358782039748485Rojo, Claudio Antoniohttp://lattes.cnpq.br/9043127742275652Piacenti, Carlos Albertohttp://lattes.cnpq.br/0011350452603974http://lattes.cnpq.br/3595468505213563Pinela, Sandra Regina da Silva2018-04-27T20:24:24Z2018-02-21PINELA, Sandra Regina da Silva. O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística. 2018. 154 f. Tese (Doutorado em Desenvolvimento Regional e Agronegócio) - Universidade Estadual do Oeste do Paraná,Toledo, 2018.http://tede.unioeste.br/handle/tede/3583International trade in goods and services has grown significantly along the 2,000s decade and kept up in recent years. Maritime transport accounted for 80% of foreign trade operations in 2013, which implies specialized locations to move and transship goods, with maritime ports being strategic points in the global logistics chain. In Brazil, the agricultural sector is the main product in the trade balance, in which agricultural bulk is the busiest product in ports.Yet, 64% of the total produced in the country is concentrated in the states of Mato Grosso, Parana and Rio Grande do Sul, which send a large part of the shipments to the ports of the Southern Region of Brazil. This type of cargo is characterized by large volumes, and low added value. As a result, the port facilities seek to operate quickly and safely. Thus, the present study aims to analyze the technical efficiency of the southern Brazilian seaports by means of Data Envelopment Analysis (DEA), focusing on the logistic activity of transshipment of solid bulk in the dock area, to identify possible inefficiencies. For this, the theoretical assumptions and parameters on logistics and technical efficiency were used. The empirical data, which comprise the period from 2010 to 2016, were obtained through a survey of the Management Information System (GIS) of the National Waterway Transportation Agency (Antaq), and consult the reports of the Master Plan of the Ports Secretariat of the Presidency of the Republic (SEP/PR). Also, in July and August, 2016, there were technical visits in Paranaguá and São Francisco do Sul ports and unstructured interviews with their managers were carried out. The variables of DEA Model were determined by the statistical method Principal Component Analysis (PCA) which proved to be effective for the reduction of variables, in order to meet the proportionality requirement of the DEA model, as well as to solve the problem of the presence of outliers. The DEA-BCC method proved to be adequate to measure port efficiency, by considering scale variation, not assuming proportionality between inputs and outputs, and being a more realistic approach than DEA-CCR. The main results showed that there is a hierarchical structure for the operation of Brazilian seaports, shaped by the institutional environment, whose regulation is delimited by the Executive Branch Act and the management of the activities is carried out by port operators. Transshipment in the dock area was considered a critical stage in international physical distribution logistics. The determining factor of inefficiency of these ports was the high length of stay of ships. To achieve 100% efficiency, ports need to increase the number of berths and for this to happen, and for that to happen, management strategies or asset investments are needed to improve the speed of transshipment. The gain in efficiency of the ports of the South of Brazil will allow greater competition with the others and will provide greater development of the region.O comércio internacional de mercadorias e serviços cresceu de forma expressiva no decorrer da década de 2000 e manteve o ritmo nos últimos anos. O transporte marítimo representou 80% das operações de comércio exterior em 2013, o que implica em considerar os portos locais estratégicos para a movimentação e transbordo das mercadorias. No Brasil, o setor Agropecuário constitui os principais produtos da Balança Comercial, em que os granéis agrícolas figuram como os mais movimentados nos portos. Ainda, 64% do total de grãos produzido no país se concentram nos estados do Mato Grosso, Paraná e Rio Grande do Sul, que enviam grande parte dos carregamentos para os portos do Sul do Brasil. Pela natureza da carga envolver grandes volumes e baixo valor agregado, as instalações portuárias buscam operar com maior rapidez e segurança. Por isso, o presente estudo tem como objetivo analisar a eficiência técnica dos portos marítimos do Sul do Brasil, por meio da Análise Envoltória de Dados (DEA), com enfoque na atividade logística de transbordo de granéis sólidos na faixa do cais, para identificar possíveis ineficiências. Para tanto, são considerados os pressupostos e parâmetros teóricos sobre logística e eficiência técnica. Os dados empíricos, que se referem ao período de 2010 a 2016, foram obtidos por meio de pesquisa ao Sistema de Informações Gerenciais (SIG), da Agência Nacional de Transportes Aquaviário (Antaq) e consulta aos relatórios do Plano Mestre dos portos da Secretaria dos Portos da Presidência da República (SEP/PR). Também, em julho e agosto de 2016 realizou-se visitas técnicas nos portos de Paranaguá e São Francisco do Sul e entrevistas não estruturadas com os seus gestores de logística. As variáveis do modelo DEA foram determinadas por meio do método estatístico de Análise dos Componentes Principais (ACP), que se mostrou efetivo para reduzir o número de variáveis e atender ao requisito de proporcionalidade do modelo DEA, bem como para solucionar o problema da presença de outliers. A abordagem BCC se mostrou adequada para medir a eficiência dos portos, por considerar variação de escala, não assumir proporcionalidade entre inputs e outputs e ser considerada uma abordagem mais realista do que o DEA-CCR. Os principais resultados mostraram que existe uma estrutura hierarquizada para a operação dos portos marítimos brasileiros, moldada pelo ambiente institucional, cuja regulamentação é delimitada por Ato do Poder Executivo e o gerenciamento das atividades é realizado pelos operadores portuários. O transbordo na faixa do cais foi considerado um estágio crítico na logística de distribuição física internacional. O fator determinante da ineficiência desses portos foi o tempo demasiado de estadia dos navios. Para o alcance de 100% de eficiência, os portos necessitam aumentar a quantidade de atracações e para que isso ocorra, são necessárias estratégias de gestão ou investimentos em ativos para melhorar a rapidez do transbordo. O ganho de eficiência dos portos do Sul do Brasil permitirá maior competição com os demais e proporcionará maior desenvolvimento da região.Submitted by Marilene Donadel (marilene.donadel@unioeste.br) on 2018-04-27T20:24:24Z No. of bitstreams: 1 Sandra_Pinela_2018.pdf: 1789015 bytes, checksum: 0d80955c7f8d17635d9db11b7c4dd098 (MD5)Made available in DSpace on 2018-04-27T20:24:24Z (GMT). No. of bitstreams: 1 Sandra_Pinela_2018.pdf: 1789015 bytes, checksum: 0d80955c7f8d17635d9db11b7c4dd098 (MD5) Previous issue date: 2018-02-21Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfpor-2624803687637593200500Universidade Estadual do Oeste do ParanáToledoPrograma de Pós-Graduação em Desenvolvimento Regional e AgronegócioUNIOESTEBrasilCentro de Ciências Sociais AplicadasLogísticaEficiênciaFronteira de ineficiênciaPortos marítimosGranéis sólidosLogisticsEfficiencyInefficiency borderSea portsSolid bulkINFRA-ESTRUTURA DE TRANSPORTES::PORTOS E VIAS NEVEGAVEIS; PROJETO E CONSTRUCAOO transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logísticaTranshipment of solid bulk cargoes in the sea ports of southern Brazil: analysis from the perspective of logistics efficiencyinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesis-8063560724280745919600600600600887293516118482660658075434564896708492075167498588264571info:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações do UNIOESTEinstname:Universidade Estadual do Oeste do Paraná (UNIOESTE)instacron:UNIOESTEORIGINALSandra_Pinela_2018.pdfSandra_Pinela_2018.pdfapplication/pdf1789015http://tede.unioeste.br:8080/tede/bitstream/tede/3583/2/Sandra_Pinela_2018.pdf0d80955c7f8d17635d9db11b7c4dd098MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-82165http://tede.unioeste.br:8080/tede/bitstream/tede/3583/1/license.txtbd3efa91386c1718a7f26a329fdcb468MD51tede/35832018-04-27 17:24:24.236oai:tede.unioeste.br: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Biblioteca Digital de Teses e Dissertaçõeshttp://tede.unioeste.br/PUBhttp://tede.unioeste.br/oai/requestbiblioteca.repositorio@unioeste.bropendoar:2018-04-27T20:24:24Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE)false
dc.title.por.fl_str_mv O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística
dc.title.alternative.eng.fl_str_mv Transhipment of solid bulk cargoes in the sea ports of southern Brazil: analysis from the perspective of logistics efficiency
title O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística
spellingShingle O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística
Pinela, Sandra Regina da Silva
Logística
Eficiência
Fronteira de ineficiência
Portos marítimos
Granéis sólidos
Logistics
Efficiency
Inefficiency border
Sea ports
Solid bulk
INFRA-ESTRUTURA DE TRANSPORTES::PORTOS E VIAS NEVEGAVEIS; PROJETO E CONSTRUCAO
title_short O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística
title_full O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística
title_fullStr O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística
title_full_unstemmed O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística
title_sort O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística
author Pinela, Sandra Regina da Silva
author_facet Pinela, Sandra Regina da Silva
author_role author
dc.contributor.advisor1.fl_str_mv Rocha Jr., Weimar Freire da
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0684318770321413
dc.contributor.referee1.fl_str_mv Rocha Jr., Weimar Freire da
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/0684318770321413
dc.contributor.referee2.fl_str_mv Ayala Calvo, Juan Carlos
dc.contributor.referee2ID.fl_str_mv Passaporte AAE 870757
dc.contributor.referee3.fl_str_mv Santoyo, Alain Hernández
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/3358782039748485
dc.contributor.referee4.fl_str_mv Rojo, Claudio Antonio
dc.contributor.referee4Lattes.fl_str_mv http://lattes.cnpq.br/9043127742275652
dc.contributor.referee5.fl_str_mv Piacenti, Carlos Alberto
dc.contributor.referee5Lattes.fl_str_mv http://lattes.cnpq.br/0011350452603974
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/3595468505213563
dc.contributor.author.fl_str_mv Pinela, Sandra Regina da Silva
contributor_str_mv Rocha Jr., Weimar Freire da
Rocha Jr., Weimar Freire da
Ayala Calvo, Juan Carlos
Santoyo, Alain Hernández
Rojo, Claudio Antonio
Piacenti, Carlos Alberto
dc.subject.por.fl_str_mv Logística
Eficiência
Fronteira de ineficiência
Portos marítimos
Granéis sólidos
topic Logística
Eficiência
Fronteira de ineficiência
Portos marítimos
Granéis sólidos
Logistics
Efficiency
Inefficiency border
Sea ports
Solid bulk
INFRA-ESTRUTURA DE TRANSPORTES::PORTOS E VIAS NEVEGAVEIS; PROJETO E CONSTRUCAO
dc.subject.eng.fl_str_mv Logistics
Efficiency
Inefficiency border
Sea ports
Solid bulk
dc.subject.cnpq.fl_str_mv INFRA-ESTRUTURA DE TRANSPORTES::PORTOS E VIAS NEVEGAVEIS; PROJETO E CONSTRUCAO
description International trade in goods and services has grown significantly along the 2,000s decade and kept up in recent years. Maritime transport accounted for 80% of foreign trade operations in 2013, which implies specialized locations to move and transship goods, with maritime ports being strategic points in the global logistics chain. In Brazil, the agricultural sector is the main product in the trade balance, in which agricultural bulk is the busiest product in ports.Yet, 64% of the total produced in the country is concentrated in the states of Mato Grosso, Parana and Rio Grande do Sul, which send a large part of the shipments to the ports of the Southern Region of Brazil. This type of cargo is characterized by large volumes, and low added value. As a result, the port facilities seek to operate quickly and safely. Thus, the present study aims to analyze the technical efficiency of the southern Brazilian seaports by means of Data Envelopment Analysis (DEA), focusing on the logistic activity of transshipment of solid bulk in the dock area, to identify possible inefficiencies. For this, the theoretical assumptions and parameters on logistics and technical efficiency were used. The empirical data, which comprise the period from 2010 to 2016, were obtained through a survey of the Management Information System (GIS) of the National Waterway Transportation Agency (Antaq), and consult the reports of the Master Plan of the Ports Secretariat of the Presidency of the Republic (SEP/PR). Also, in July and August, 2016, there were technical visits in Paranaguá and São Francisco do Sul ports and unstructured interviews with their managers were carried out. The variables of DEA Model were determined by the statistical method Principal Component Analysis (PCA) which proved to be effective for the reduction of variables, in order to meet the proportionality requirement of the DEA model, as well as to solve the problem of the presence of outliers. The DEA-BCC method proved to be adequate to measure port efficiency, by considering scale variation, not assuming proportionality between inputs and outputs, and being a more realistic approach than DEA-CCR. The main results showed that there is a hierarchical structure for the operation of Brazilian seaports, shaped by the institutional environment, whose regulation is delimited by the Executive Branch Act and the management of the activities is carried out by port operators. Transshipment in the dock area was considered a critical stage in international physical distribution logistics. The determining factor of inefficiency of these ports was the high length of stay of ships. To achieve 100% efficiency, ports need to increase the number of berths and for this to happen, and for that to happen, management strategies or asset investments are needed to improve the speed of transshipment. The gain in efficiency of the ports of the South of Brazil will allow greater competition with the others and will provide greater development of the region.
publishDate 2018
dc.date.accessioned.fl_str_mv 2018-04-27T20:24:24Z
dc.date.issued.fl_str_mv 2018-02-21
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv PINELA, Sandra Regina da Silva. O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística. 2018. 154 f. Tese (Doutorado em Desenvolvimento Regional e Agronegócio) - Universidade Estadual do Oeste do Paraná,Toledo, 2018.
dc.identifier.uri.fl_str_mv http://tede.unioeste.br/handle/tede/3583
identifier_str_mv PINELA, Sandra Regina da Silva. O transbordo de granéis sólidos nos portos marítimos do sul do Brasil: análise sob a ótica da eficiência logística. 2018. 154 f. Tese (Doutorado em Desenvolvimento Regional e Agronegócio) - Universidade Estadual do Oeste do Paraná,Toledo, 2018.
url http://tede.unioeste.br/handle/tede/3583
dc.language.iso.fl_str_mv por
language por
dc.relation.program.fl_str_mv -8063560724280745919
dc.relation.confidence.fl_str_mv 600
600
600
600
dc.relation.department.fl_str_mv 8872935161184826606
dc.relation.cnpq.fl_str_mv 5807543456489670849
dc.relation.sponsorship.fl_str_mv 2075167498588264571
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 Estadual do Oeste do Paraná
Toledo
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Desenvolvimento Regional e Agronegócio
dc.publisher.initials.fl_str_mv UNIOESTE
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Centro de Ciências Sociais Aplicadas
publisher.none.fl_str_mv Universidade Estadual do Oeste do Paraná
Toledo
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações do UNIOESTE
instname:Universidade Estadual do Oeste do Paraná (UNIOESTE)
instacron:UNIOESTE
instname_str Universidade Estadual do Oeste do Paraná (UNIOESTE)
instacron_str UNIOESTE
institution UNIOESTE
reponame_str Biblioteca Digital de Teses e Dissertações do UNIOESTE
collection Biblioteca Digital de Teses e Dissertações do UNIOESTE
bitstream.url.fl_str_mv http://tede.unioeste.br:8080/tede/bitstream/tede/3583/2/Sandra_Pinela_2018.pdf
http://tede.unioeste.br:8080/tede/bitstream/tede/3583/1/license.txt
bitstream.checksum.fl_str_mv 0d80955c7f8d17635d9db11b7c4dd098
bd3efa91386c1718a7f26a329fdcb468
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações do UNIOESTE - Universidade Estadual do Oeste do Paraná (UNIOESTE)
repository.mail.fl_str_mv biblioteca.repositorio@unioeste.br
_version_ 1801124548687429632