Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective.
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
Texto Completo: | http://www.alice.cnptia.embrapa.br/alice/handle/doc/1153998 https://doi.org/10.1590/0103-8478cr20220595 |
Resumo: | ABSTRACT: Beef cattle ranching is the main economic activity in the Brazilian Pantanal, undertaken in an extensive manner, mostly in natural environments and dynamic in space and time. The ongoing monitoring, assessment, and performance improvement are key aspects of the search for sustainable use of natural resources in beef cattle ranches, as these ranches are the management units in the Pantanal. In this paper we proposed a data envelopment analysis (DEA) approach to assess the performance of fourteen beef cattle ranches in the Pantanal wetland as a case study, considering financial, productive, and environmental sustainability dimensions. We modeled each dimension separately and calculated an overall performance score. We also fit fractional regression models to study the influence of potential covariates on the performance scores. The methodological approach proposed here proved to be adequate for the case study, as the results are in line with the expectations of decision-makers regarding the performance of the ranches. The overall performance analysis was influenced by the proportion of higher quality native forage resources, which depends on the dynamics and on the spatial-temporal variation of the landscapes. Therefore, overall performance requires adaptive management of ranches based on diversity conservation, which benefits the multifunctionality of products and services. |
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Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective.Gado de CorteExtensão RuralSistema de ProduçãoDesenvolvimento SustentávelMathematical modelsBeef cattleProduct systemEnvironmental sustainabilityABSTRACT: Beef cattle ranching is the main economic activity in the Brazilian Pantanal, undertaken in an extensive manner, mostly in natural environments and dynamic in space and time. The ongoing monitoring, assessment, and performance improvement are key aspects of the search for sustainable use of natural resources in beef cattle ranches, as these ranches are the management units in the Pantanal. In this paper we proposed a data envelopment analysis (DEA) approach to assess the performance of fourteen beef cattle ranches in the Pantanal wetland as a case study, considering financial, productive, and environmental sustainability dimensions. We modeled each dimension separately and calculated an overall performance score. We also fit fractional regression models to study the influence of potential covariates on the performance scores. The methodological approach proposed here proved to be adequate for the case study, as the results are in line with the expectations of decision-makers regarding the performance of the ranches. The overall performance analysis was influenced by the proportion of higher quality native forage resources, which depends on the dynamics and on the spatial-temporal variation of the landscapes. Therefore, overall performance requires adaptive management of ranches based on diversity conservation, which benefits the multifunctionality of products and services.Título em português: Avaliação multidimensional do desempenho de uma amostra de fazendas de pecuária do Pantanal sob a ótica de modelos de análise envoltória de dados.ELIANE GONCALVES GOMES, SUEST; SANDRA APARECIDA SANTOS, CPAP; EMANUEL SALGADO DE PAULA, INSTITUTO MATO-GROSSENSE DE ECONOMIA AGROPECUÁRIA; MARCELO AUGUSTO NOGUEIRA, SERVIÇO NACIONAL DE APRENDIZAGEM RURAL; MARCIA DIVINA DE OLIVEIRA, CPAP; SUZANA MARIA DE SALIS, CPAP; BALBINA MARIA ARAUJO SORIANO, CPAP; WALFRIDO MORAES TOMAS, CPAP.GOMES, E. G.SANTOS, S. A.PAULA, E. S.NOGUEIRA, M. A.OLIVEIRA, M. D. deSALIS, S. M.SORIANO, B. M. A.TOMAS, W. M.2023-05-26T15:14:13Z2023-05-26T15:14:13Z2023-05-262023info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleCiência Rural, v. 53, n. 12, 2023.http://www.alice.cnptia.embrapa.br/alice/handle/doc/1153998https://doi.org/10.1590/0103-8478cr20220595enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2023-05-26T15:14:14Zoai:www.alice.cnptia.embrapa.br:doc/1153998Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542023-05-26T15:14:14falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542023-05-26T15:14:14Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false |
dc.title.none.fl_str_mv |
Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective. |
title |
Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective. |
spellingShingle |
Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective. GOMES, E. G. Gado de Corte Extensão Rural Sistema de Produção Desenvolvimento Sustentável Mathematical models Beef cattle Product system Environmental sustainability |
title_short |
Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective. |
title_full |
Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective. |
title_fullStr |
Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective. |
title_full_unstemmed |
Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective. |
title_sort |
Multidimensional performance assessment of a sample of beef cattle ranches in the Pantanal from a data envelopment analysis perspective. |
author |
GOMES, E. G. |
author_facet |
GOMES, E. G. SANTOS, S. A. PAULA, E. S. NOGUEIRA, M. A. OLIVEIRA, M. D. de SALIS, S. M. SORIANO, B. M. A. TOMAS, W. M. |
author_role |
author |
author2 |
SANTOS, S. A. PAULA, E. S. NOGUEIRA, M. A. OLIVEIRA, M. D. de SALIS, S. M. SORIANO, B. M. A. TOMAS, W. M. |
author2_role |
author author author author author author author |
dc.contributor.none.fl_str_mv |
ELIANE GONCALVES GOMES, SUEST; SANDRA APARECIDA SANTOS, CPAP; EMANUEL SALGADO DE PAULA, INSTITUTO MATO-GROSSENSE DE ECONOMIA AGROPECUÁRIA; MARCELO AUGUSTO NOGUEIRA, SERVIÇO NACIONAL DE APRENDIZAGEM RURAL; MARCIA DIVINA DE OLIVEIRA, CPAP; SUZANA MARIA DE SALIS, CPAP; BALBINA MARIA ARAUJO SORIANO, CPAP; WALFRIDO MORAES TOMAS, CPAP. |
dc.contributor.author.fl_str_mv |
GOMES, E. G. SANTOS, S. A. PAULA, E. S. NOGUEIRA, M. A. OLIVEIRA, M. D. de SALIS, S. M. SORIANO, B. M. A. TOMAS, W. M. |
dc.subject.por.fl_str_mv |
Gado de Corte Extensão Rural Sistema de Produção Desenvolvimento Sustentável Mathematical models Beef cattle Product system Environmental sustainability |
topic |
Gado de Corte Extensão Rural Sistema de Produção Desenvolvimento Sustentável Mathematical models Beef cattle Product system Environmental sustainability |
description |
ABSTRACT: Beef cattle ranching is the main economic activity in the Brazilian Pantanal, undertaken in an extensive manner, mostly in natural environments and dynamic in space and time. The ongoing monitoring, assessment, and performance improvement are key aspects of the search for sustainable use of natural resources in beef cattle ranches, as these ranches are the management units in the Pantanal. In this paper we proposed a data envelopment analysis (DEA) approach to assess the performance of fourteen beef cattle ranches in the Pantanal wetland as a case study, considering financial, productive, and environmental sustainability dimensions. We modeled each dimension separately and calculated an overall performance score. We also fit fractional regression models to study the influence of potential covariates on the performance scores. The methodological approach proposed here proved to be adequate for the case study, as the results are in line with the expectations of decision-makers regarding the performance of the ranches. The overall performance analysis was influenced by the proportion of higher quality native forage resources, which depends on the dynamics and on the spatial-temporal variation of the landscapes. Therefore, overall performance requires adaptive management of ranches based on diversity conservation, which benefits the multifunctionality of products and services. |
publishDate |
2023 |
dc.date.none.fl_str_mv |
2023-05-26T15:14:13Z 2023-05-26T15:14:13Z 2023-05-26 2023 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
Ciência Rural, v. 53, n. 12, 2023. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1153998 https://doi.org/10.1590/0103-8478cr20220595 |
identifier_str_mv |
Ciência Rural, v. 53, n. 12, 2023. |
url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1153998 https://doi.org/10.1590/0103-8478cr20220595 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
reponame_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
collection |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository.name.fl_str_mv |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
cg-riaa@embrapa.br |
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1794503545198739456 |