Benchmarking freight transportation corridors and routes with data envelopment analysis (DEA)

Detalhes bibliográficos
Autor(a) principal: Melo, Isotilia Costa
Data de Publicação: 2018
Outros Autores: Alves Junior, Paulo Nocera, Perico, Ana Elisa [UNESP], Serrano Guzman, Maria Gabriela, Nascimento Rebelatto, Daisy Aparecida do
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.
id UNSP_11aba0a4c3ba301de6812efa7699fcb3
oai_identifier_str oai:repositorio.unesp.br:11449/166032
network_acronym_str UNSP
network_name_str Repositório Institucional da UNESP
repository_id_str 2946
spelling 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