Technical performance of milk producers in the state of Goiás , Brazil, in the short and long terms

The objective of this study was to identify groups of technologically homogeneous milk producers in the State of Goiás and calculate the gains for inefficient producers, considering the ones of better performance (benchmarks) with the same technological level, i.e., in the short term, and the benchmarks in higher technological level, i.e., in the long term. Multivariate statistical analysis techniques were used for the formation of homogeneous producer groups and multi-stage model of data envelopment analysis (DEA) for the estimation of efficiency scores and identification of benchmarks. The results indicated the formation of four groups of producers and indicate that, on average, the dairy farming in Goiás presents mainly characteristics of traditional, less specialized production. Estimated average efficiency for producers as a whole, or efficiency of long-term, was 0.571. The short-term results vary according to the group analyzed, but were higher than the long-term values, indicating that the factor analysis promoted technological homogeneity between the producers of the same group. Results showed a trend in dairy farming of Goiás towards adequacy of the input/output ratio to the standards of less capitalintensive production systems.

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Main Authors: Sousa,Lucas Oliveira de, Campos,Samuel Alex Coelho, Gomes,Marília Fernandes Maciel
Format: Digital revista
Language:English
Published: Sociedade Brasileira de Zootecnia 2012
Online Access:http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982012000800020
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spelling oai:scielo:S1516-359820120008000202012-09-06Technical performance of milk producers in the state of Goiás , Brazil, in the short and long termsSousa,Lucas Oliveira deCampos,Samuel Alex CoelhoGomes,Marília Fernandes Maciel benchmark cluster dairy farming efficiency The objective of this study was to identify groups of technologically homogeneous milk producers in the State of Goiás and calculate the gains for inefficient producers, considering the ones of better performance (benchmarks) with the same technological level, i.e., in the short term, and the benchmarks in higher technological level, i.e., in the long term. Multivariate statistical analysis techniques were used for the formation of homogeneous producer groups and multi-stage model of data envelopment analysis (DEA) for the estimation of efficiency scores and identification of benchmarks. The results indicated the formation of four groups of producers and indicate that, on average, the dairy farming in Goiás presents mainly characteristics of traditional, less specialized production. Estimated average efficiency for producers as a whole, or efficiency of long-term, was 0.571. The short-term results vary according to the group analyzed, but were higher than the long-term values, indicating that the factor analysis promoted technological homogeneity between the producers of the same group. Results showed a trend in dairy farming of Goiás towards adequacy of the input/output ratio to the standards of less capitalintensive production systems.info:eu-repo/semantics/openAccessSociedade Brasileira de ZootecniaRevista Brasileira de Zootecnia v.41 n.8 20122012-08-01info:eu-repo/semantics/articletext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982012000800020en10.1590/S1516-35982012000800020
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country Brasil
countrycode BR
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databasecode rev-scielo-br
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region America del Sur
libraryname SciELO
language English
format Digital
author Sousa,Lucas Oliveira de
Campos,Samuel Alex Coelho
Gomes,Marília Fernandes Maciel
spellingShingle Sousa,Lucas Oliveira de
Campos,Samuel Alex Coelho
Gomes,Marília Fernandes Maciel
Technical performance of milk producers in the state of Goiás , Brazil, in the short and long terms
author_facet Sousa,Lucas Oliveira de
Campos,Samuel Alex Coelho
Gomes,Marília Fernandes Maciel
author_sort Sousa,Lucas Oliveira de
title Technical performance of milk producers in the state of Goiás , Brazil, in the short and long terms
title_short Technical performance of milk producers in the state of Goiás , Brazil, in the short and long terms
title_full Technical performance of milk producers in the state of Goiás , Brazil, in the short and long terms
title_fullStr Technical performance of milk producers in the state of Goiás , Brazil, in the short and long terms
title_full_unstemmed Technical performance of milk producers in the state of Goiás , Brazil, in the short and long terms
title_sort technical performance of milk producers in the state of goiás , brazil, in the short and long terms
description The objective of this study was to identify groups of technologically homogeneous milk producers in the State of Goiás and calculate the gains for inefficient producers, considering the ones of better performance (benchmarks) with the same technological level, i.e., in the short term, and the benchmarks in higher technological level, i.e., in the long term. Multivariate statistical analysis techniques were used for the formation of homogeneous producer groups and multi-stage model of data envelopment analysis (DEA) for the estimation of efficiency scores and identification of benchmarks. The results indicated the formation of four groups of producers and indicate that, on average, the dairy farming in Goiás presents mainly characteristics of traditional, less specialized production. Estimated average efficiency for producers as a whole, or efficiency of long-term, was 0.571. The short-term results vary according to the group analyzed, but were higher than the long-term values, indicating that the factor analysis promoted technological homogeneity between the producers of the same group. Results showed a trend in dairy farming of Goiás towards adequacy of the input/output ratio to the standards of less capitalintensive production systems.
publisher Sociedade Brasileira de Zootecnia
publishDate 2012
url http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1516-35982012000800020
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