A performance measure to support decision-making in Agricultural Research Center in Brazil.

Detalhes bibliográficos
Autor(a) principal: SOUZA, G. da S. e
Data de Publicação: 2015
Outros Autores: GOMES, E. G.
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/1035746
Resumo: The assessment of productive efficiency of a public research institution is of fundamental importance for its administration. A better management of available resources may be accompliched if managers have at their disposal meaningful quantitative measurements of the production process. In this paper we use Multivariate Analysis an Data Envelopment Analysis to define a performance measure for the research centers of the Brazilian Agricultural Research Corporation. Multiple production indicators are reduced to three output variables by means of maximum likelihood factor analysis. Performance is determined on the basis of this output vector and a three dimensional input vector defined by cost components. We impose restrictions on the optimization algorithm to guarantee usage of all output and inputs in the optimal solutions.
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spelling A performance measure to support decision-making in Agricultural Research Center in Brazil.Decision-makingData Envelopment AnalysisPesquisa agrícolafactor analysisThe assessment of productive efficiency of a public research institution is of fundamental importance for its administration. A better management of available resources may be accompliched if managers have at their disposal meaningful quantitative measurements of the production process. In this paper we use Multivariate Analysis an Data Envelopment Analysis to define a performance measure for the research centers of the Brazilian Agricultural Research Corporation. Multiple production indicators are reduced to three output variables by means of maximum likelihood factor analysis. Performance is determined on the basis of this output vector and a three dimensional input vector defined by cost components. We impose restrictions on the optimization algorithm to guarantee usage of all output and inputs in the optimal solutions.GERALDO DA SILVA E SOUZA, SGE; ELIANE GONCALVES GOMES, SGE.SOUZA, G. da S. eGOMES, E. G.2016-02-01T11:11:11Z2016-02-01T11:11:11Z2016-02-0120152016-02-01T11:11:11Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleProcedia Computer Science, v. 55, p. 405-414, 2015.http://www.alice.cnptia.embrapa.br/alice/handle/doc/103574610.1016/j.procs.2015.07.094enginfo: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:EMBRAPA2017-08-16T03:38:36Zoai:www.alice.cnptia.embrapa.br:doc/1035746Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542017-08-16T03:38:36falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542017-08-16T03:38:36Repositório 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 A performance measure to support decision-making in Agricultural Research Center in Brazil.
title A performance measure to support decision-making in Agricultural Research Center in Brazil.
spellingShingle A performance measure to support decision-making in Agricultural Research Center in Brazil.
SOUZA, G. da S. e
Decision-making
Data Envelopment Analysis
Pesquisa agrícola
factor analysis
title_short A performance measure to support decision-making in Agricultural Research Center in Brazil.
title_full A performance measure to support decision-making in Agricultural Research Center in Brazil.
title_fullStr A performance measure to support decision-making in Agricultural Research Center in Brazil.
title_full_unstemmed A performance measure to support decision-making in Agricultural Research Center in Brazil.
title_sort A performance measure to support decision-making in Agricultural Research Center in Brazil.
author SOUZA, G. da S. e
author_facet SOUZA, G. da S. e
GOMES, E. G.
author_role author
author2 GOMES, E. G.
author2_role author
dc.contributor.none.fl_str_mv GERALDO DA SILVA E SOUZA, SGE; ELIANE GONCALVES GOMES, SGE.
dc.contributor.author.fl_str_mv SOUZA, G. da S. e
GOMES, E. G.
dc.subject.por.fl_str_mv Decision-making
Data Envelopment Analysis
Pesquisa agrícola
factor analysis
topic Decision-making
Data Envelopment Analysis
Pesquisa agrícola
factor analysis
description The assessment of productive efficiency of a public research institution is of fundamental importance for its administration. A better management of available resources may be accompliched if managers have at their disposal meaningful quantitative measurements of the production process. In this paper we use Multivariate Analysis an Data Envelopment Analysis to define a performance measure for the research centers of the Brazilian Agricultural Research Corporation. Multiple production indicators are reduced to three output variables by means of maximum likelihood factor analysis. Performance is determined on the basis of this output vector and a three dimensional input vector defined by cost components. We impose restrictions on the optimization algorithm to guarantee usage of all output and inputs in the optimal solutions.
publishDate 2015
dc.date.none.fl_str_mv 2015
2016-02-01T11:11:11Z
2016-02-01T11:11:11Z
2016-02-01
2016-02-01T11:11:11Z
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 Procedia Computer Science, v. 55, p. 405-414, 2015.
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1035746
10.1016/j.procs.2015.07.094
identifier_str_mv Procedia Computer Science, v. 55, p. 405-414, 2015.
10.1016/j.procs.2015.07.094
url http://www.alice.cnptia.embrapa.br/alice/handle/doc/1035746
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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