Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA)
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Outros Autores: | , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1108/BIJ-11-2016-0175 http://hdl.handle.net/11449/166032 |
Resumo: | Purpose The purpose of this paper is to collectively measure and compare the efficiency of Brazilian and American soybean transport corridors, from farmers to export ports, using the data envelopment analysis (DEA). Design/methodology/approach This paper aims to determine routes from main producing micro-regions to main export ports, specifically using slack-based measure and variables that represent the three pillars of sustainability (economic, social, and environmental). The choice of variables was guided by literature review and analyzed through the principal component analysis. After the application of the model, the quantitative tiebreaking method of the composite index is applied. Findings The findings are coherent with a global report that compares soybean transportation in both countries (Brazil and USA). Efficient routes and corridors tend to present short distance truck trips and long distance train or barge trips. The efficiency of the inland waterway trips depends on how many barges are used in the same expedition. Routes with more than three modes tend to be inefficient which suggest that there is a limit for multimodality. Originality/value Corridor benchmarking is a rare topic in the literature and previous works normally focus on some specific and limited corridor performance characteristics, such as cost. The main contribution of this research is that it expands the discussion regarding corridor benchmarking and it focuses on efficiency as a whole. The paper also proposes a method that can be applied in different logistics contexts, like expanding the study to different countries. More specifically, this method could be used in infrastructure investments programs. |
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Repositório Institucional da UNESP |
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Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA)Data envelopment analysisFreight transportCorridor benchmarkingRoute benchmarkingSlack-based measureSoybeanPurpose The purpose of this paper is to collectively measure and compare the efficiency of Brazilian and American soybean transport corridors, from farmers to export ports, using the data envelopment analysis (DEA). Design/methodology/approach This paper aims to determine routes from main producing micro-regions to main export ports, specifically using slack-based measure and variables that represent the three pillars of sustainability (economic, social, and environmental). The choice of variables was guided by literature review and analyzed through the principal component analysis. After the application of the model, the quantitative tiebreaking method of the composite index is applied. Findings The findings are coherent with a global report that compares soybean transportation in both countries (Brazil and USA). Efficient routes and corridors tend to present short distance truck trips and long distance train or barge trips. The efficiency of the inland waterway trips depends on how many barges are used in the same expedition. Routes with more than three modes tend to be inefficient which suggest that there is a limit for multimodality. Originality/value Corridor benchmarking is a rare topic in the literature and previous works normally focus on some specific and limited corridor performance characteristics, such as cost. The main contribution of this research is that it expands the discussion regarding corridor benchmarking and it focuses on efficiency as a whole. The paper also proposes a method that can be applied in different logistics contexts, like expanding the study to different countries. More specifically, this method could be used in infrastructure investments programs.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Univ Sao Paulo, Sch Engn Sao Carlos, Sao Paulo, BrazilUniv Sao Paulo, Sao Paulo, BrazilUniv Estadual Paulista, Araraquara, BrazilUniv Sao Paulo, Dept Prod Engn, Escola Engn Sao Carlos, Sao Carlos, SP, BrazilUniv Estadual Paulista, Araraquara, BrazilEmerald Group Publishing LtdUniversidade de São Paulo (USP)Universidade Estadual Paulista (Unesp)Melo, Isotilia CostaAlves Junior, Paulo NoceraPerico, Ana Elisa [UNESP]Serrano Guzman, Maria GabrielaNascimento Rebelatto, Daisy Aparecida do2018-11-29T09:15:07Z2018-11-29T09:15:07Z2018-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article713-742application/pdfhttp://dx.doi.org/10.1108/BIJ-11-2016-0175Benchmarking-an International Journal. Bingley: Emerald Group Publishing Ltd, v. 25, n. 2, p. 713-742, 2018.1463-5771http://hdl.handle.net/11449/16603210.1108/BIJ-11-2016-0175WOS:000426531100016WOS000426531100016.pdfWeb of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengBenchmarking-an International Journalinfo:eu-repo/semantics/openAccess2024-06-10T19:42:36Zoai:repositorio.unesp.br:11449/166032Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T19:28:44.358476Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA) |
title |
Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA) |
spellingShingle |
Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA) Melo, Isotilia Costa Data envelopment analysis Freight transport Corridor benchmarking Route benchmarking Slack-based measure Soybean |
title_short |
Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA) |
title_full |
Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA) |
title_fullStr |
Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA) |
title_full_unstemmed |
Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA) |
title_sort |
Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA) |
author |
Melo, Isotilia Costa |
author_facet |
Melo, Isotilia Costa Alves Junior, Paulo Nocera Perico, Ana Elisa [UNESP] Serrano Guzman, Maria Gabriela Nascimento Rebelatto, Daisy Aparecida do |
author_role |
author |
author2 |
Alves Junior, Paulo Nocera Perico, Ana Elisa [UNESP] Serrano Guzman, Maria Gabriela Nascimento Rebelatto, Daisy Aparecida do |
author2_role |
author author author author |
dc.contributor.none.fl_str_mv |
Universidade de São Paulo (USP) Universidade Estadual Paulista (Unesp) |
dc.contributor.author.fl_str_mv |
Melo, Isotilia Costa Alves Junior, Paulo Nocera Perico, Ana Elisa [UNESP] Serrano Guzman, Maria Gabriela Nascimento Rebelatto, Daisy Aparecida do |
dc.subject.por.fl_str_mv |
Data envelopment analysis Freight transport Corridor benchmarking Route benchmarking Slack-based measure Soybean |
topic |
Data envelopment analysis Freight transport Corridor benchmarking Route benchmarking Slack-based measure Soybean |
description |
Purpose The purpose of this paper is to collectively measure and compare the efficiency of Brazilian and American soybean transport corridors, from farmers to export ports, using the data envelopment analysis (DEA). Design/methodology/approach This paper aims to determine routes from main producing micro-regions to main export ports, specifically using slack-based measure and variables that represent the three pillars of sustainability (economic, social, and environmental). The choice of variables was guided by literature review and analyzed through the principal component analysis. After the application of the model, the quantitative tiebreaking method of the composite index is applied. Findings The findings are coherent with a global report that compares soybean transportation in both countries (Brazil and USA). Efficient routes and corridors tend to present short distance truck trips and long distance train or barge trips. The efficiency of the inland waterway trips depends on how many barges are used in the same expedition. Routes with more than three modes tend to be inefficient which suggest that there is a limit for multimodality. Originality/value Corridor benchmarking is a rare topic in the literature and previous works normally focus on some specific and limited corridor performance characteristics, such as cost. The main contribution of this research is that it expands the discussion regarding corridor benchmarking and it focuses on efficiency as a whole. The paper also proposes a method that can be applied in different logistics contexts, like expanding the study to different countries. More specifically, this method could be used in infrastructure investments programs. |
publishDate |
2018 |
dc.date.none.fl_str_mv |
2018-11-29T09:15:07Z 2018-11-29T09:15:07Z 2018-01-01 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1108/BIJ-11-2016-0175 Benchmarking-an International Journal. Bingley: Emerald Group Publishing Ltd, v. 25, n. 2, p. 713-742, 2018. 1463-5771 http://hdl.handle.net/11449/166032 10.1108/BIJ-11-2016-0175 WOS:000426531100016 WOS000426531100016.pdf |
url |
http://dx.doi.org/10.1108/BIJ-11-2016-0175 http://hdl.handle.net/11449/166032 |
identifier_str_mv |
Benchmarking-an International Journal. Bingley: Emerald Group Publishing Ltd, v. 25, n. 2, p. 713-742, 2018. 1463-5771 10.1108/BIJ-11-2016-0175 WOS:000426531100016 WOS000426531100016.pdf |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Benchmarking-an International Journal |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
713-742 application/pdf |
dc.publisher.none.fl_str_mv |
Emerald Group Publishing Ltd |
publisher.none.fl_str_mv |
Emerald Group Publishing Ltd |
dc.source.none.fl_str_mv |
Web of Science reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
instname_str |
Universidade Estadual Paulista (UNESP) |
instacron_str |
UNESP |
institution |
UNESP |
reponame_str |
Repositório Institucional da UNESP |
collection |
Repositório Institucional da UNESP |
repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
repository.mail.fl_str_mv |
|
_version_ |
1808129074554470400 |