MEASURES OF EFFICIENCY AND INVESTMENTS RETURN: AN STUDY OF BRAZILIAN ELECTRICITY DISTRIBUTORS WITH DATA ENVELOPMENT ANALYSIS, MALMQUIST INDEX AND ROI
This paper aims to determine, in a group of companies from the Brazilian electric sector, if there is a relationship between the return on investment (ROI) and the concept of efficiency estimated by the method Data Envelopment Analysis (DEA), as well as evaluating the growth of productivity based on...
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doaj-cb2522970537499baf4f5beaa4decb222020-11-25T00:37:12ZengUniversidade Federal de Santa MariaRevista de Administração da UFSM1983-46591983-46592013-03-0161253810.5902/198346597845MEASURES OF EFFICIENCY AND INVESTMENTS RETURN: AN STUDY OF BRAZILIAN ELECTRICITY DISTRIBUTORS WITH DATA ENVELOPMENT ANALYSIS, MALMQUIST INDEX AND ROIValter Saurin0Ana Lúcia Miranda Lopes1Newton Carneiro A. Costa Júnior2Carlos Alberto Gonçalves3Universidade Federal de Santa Catarina UFSC. Florianópolis, Santa Catarina, Brasil.Universidade Federal de Minas Gerais - CEPEAD/UFMG. Belo Horizonte, Minas Gerais, Brasil.Universidade Federal de Santa Catarina - UFSC. Florianópolis, Santa Catarina, Brasil.Universidade Federal de Minas Gerais - UFMG e da Universidade FUMEC, Belo Horizonte, Minas Gerais, Brasil.This paper aims to determine, in a group of companies from the Brazilian electric sector, if there is a relationship between the return on investment (ROI) and the concept of efficiency estimated by the method Data Envelopment Analysis (DEA), as well as evaluating the growth of productivity based on Malmquist Index (Fare et al, 1996). The hypothesis is that firms that had return on investment higher during certain period of time are those employed their resources efficiently in getting their outputs (DEA efficient). The input (1) Products (5) DEA model correspond to the operating cost (I), the network length (km), the number of consumers and the market billed high, medium and low voltage, respectively. The sample consisted of 31 companies of Brazilian electricity distribution and timing of the study was from 2007 to 2009. We calculated the Malmquist index (M0), represented by the change in total factor productivity (TFPC), which is composed by the evolution of technical efficiency (EC) and the change in the technological frontier (TC) of the companies were also determined ROI for each period. We calculated the correlation between the TFPC, TC, EC, score the DEA and the ROI for the period 2007 to 2009. The results showed a positive correlation, although weak, between efficiency change and the indexes mentioned above, rejecting the initial hypothesishttp://cascavel.ufsm.br/revistas/ojs-2.2.2/index.php/reaufsm/article/download/7845/pdfFamily businessesSuccession processOrganizational culture;Strategic planningHuman resource management; |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Valter Saurin Ana Lúcia Miranda Lopes Newton Carneiro A. Costa Júnior Carlos Alberto Gonçalves |
spellingShingle |
Valter Saurin Ana Lúcia Miranda Lopes Newton Carneiro A. Costa Júnior Carlos Alberto Gonçalves MEASURES OF EFFICIENCY AND INVESTMENTS RETURN: AN STUDY OF BRAZILIAN ELECTRICITY DISTRIBUTORS WITH DATA ENVELOPMENT ANALYSIS, MALMQUIST INDEX AND ROI Revista de Administração da UFSM Family businesses Succession process Organizational culture; Strategic planning Human resource management; |
author_facet |
Valter Saurin Ana Lúcia Miranda Lopes Newton Carneiro A. Costa Júnior Carlos Alberto Gonçalves |
author_sort |
Valter Saurin |
title |
MEASURES OF EFFICIENCY AND INVESTMENTS RETURN: AN STUDY OF BRAZILIAN ELECTRICITY DISTRIBUTORS WITH DATA ENVELOPMENT ANALYSIS, MALMQUIST INDEX AND ROI |
title_short |
MEASURES OF EFFICIENCY AND INVESTMENTS RETURN: AN STUDY OF BRAZILIAN ELECTRICITY DISTRIBUTORS WITH DATA ENVELOPMENT ANALYSIS, MALMQUIST INDEX AND ROI |
title_full |
MEASURES OF EFFICIENCY AND INVESTMENTS RETURN: AN STUDY OF BRAZILIAN ELECTRICITY DISTRIBUTORS WITH DATA ENVELOPMENT ANALYSIS, MALMQUIST INDEX AND ROI |
title_fullStr |
MEASURES OF EFFICIENCY AND INVESTMENTS RETURN: AN STUDY OF BRAZILIAN ELECTRICITY DISTRIBUTORS WITH DATA ENVELOPMENT ANALYSIS, MALMQUIST INDEX AND ROI |
title_full_unstemmed |
MEASURES OF EFFICIENCY AND INVESTMENTS RETURN: AN STUDY OF BRAZILIAN ELECTRICITY DISTRIBUTORS WITH DATA ENVELOPMENT ANALYSIS, MALMQUIST INDEX AND ROI |
title_sort |
measures of efficiency and investments return: an study of brazilian electricity distributors with data envelopment analysis, malmquist index and roi |
publisher |
Universidade Federal de Santa Maria |
series |
Revista de Administração da UFSM |
issn |
1983-4659 1983-4659 |
publishDate |
2013-03-01 |
description |
This paper aims to determine, in a group of companies from the Brazilian electric sector, if there is a relationship between the return on investment (ROI) and the concept of efficiency estimated by the method Data Envelopment Analysis (DEA), as well as evaluating the growth of productivity based on Malmquist Index (Fare et al, 1996). The hypothesis is that firms that had return on investment higher during certain period of time are those employed their resources efficiently in getting their outputs (DEA efficient). The input (1) Products (5) DEA model correspond to the operating cost (I), the network length (km), the number of consumers and the market billed high, medium and low voltage, respectively. The sample consisted of 31 companies of Brazilian electricity distribution and timing of the study was from 2007 to 2009. We calculated the Malmquist index (M0), represented by the change in total factor productivity (TFPC), which is composed by the evolution of technical efficiency (EC) and the change in the technological frontier (TC) of the companies were also determined ROI for each period. We calculated the correlation between the TFPC, TC, EC, score the DEA and the ROI for the period 2007 to 2009. The results showed a positive correlation, although weak, between efficiency change and the indexes mentioned above, rejecting the initial hypothesis |
topic |
Family businesses Succession process Organizational culture; Strategic planning Human resource management; |
url |
http://cascavel.ufsm.br/revistas/ojs-2.2.2/index.php/reaufsm/article/download/7845/pdf |
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