Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D
Autor(a) principal: | |
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Data de Publicação: | 2018 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Repositório Institucional da UFG |
dARK ID: | ark:/38995/0013000007ntx |
Texto Completo: | http://repositorio.bc.ufg.br/tede/handle/tede/8650 |
Resumo: | With the merger of Celg by the Enel group, one of the largest private companies in the Brazilian electric power sector, Enel Distribuição Goias has been facing serious problems related to its indicators of continued power supply, due to the fact that Celg-D has been in recent years, among the worst positions in the national ranking of service continuity and as one of the concessionaires that most compensates its consumers, directly affecting the company's results and generating losses to its shareholders. The requirement of the purchase agreement, defined by Aneel, is that, from 2019, the worsening trends in the SAID and SAIF indicators of Enel-GO will be reversed, under penalty of being intervened by the regulator and even losing the concession. In this scenario is the following question: Does the trend in the indicators of continuity of the Celg have the characteristic of persistence to the shocks, that is, it has long memory? The objective of this study is to analyze the persistence of the series of duration (SAID) and frequency (SAIF) of interruptions of the power supply of the company's electric sets during the periods prior to its privatization, from 2014 to 2016. Specifically, it seeks to test whether the series have long memory, to verify if the presence of structural breaks in the data changes the results and to identify if there is heterogeneity in the behavior of the series in different sets. For this, the methodology used is the method proposed by Robinson (1995) to analyze the persistence of the series and the Andrews and Ploberger (1994) test, with p-value using the approximations of Hansen (1997). The results suggest that there is a difference in the order of integration, depending on the type of series, duration or frequency and the electric set involved. Since the frequency series, in general, present more persistence than those of duration. When considering the potential presence of data breaks, there is a change in the order of integration of some series and in most of the sets the order found is less than 1. Therefore, both fractional integration analysis that considers the presence of break, do not consider, they point out that there are few sets that present persistent series and the majority of those who present are those that receive the highest compensations. However, it is not only the sets that receive large monetary amounts, in the form of compensations, that have series of persistent duration and / or frequency. Therefore, the hypothesis that part of the trend in the indicators has long-term components is partially rejected, in approximately 24% of the sets that received the highest DIC indicator compensations and in 40% of the sets that received the highest FIC compensation. In this way, the present work differs from the previous literature both in the sense of analyzing the behavior of the series of continuity indicators, with a methodology considered more robust, as well as by the database, not yet explored by the academy. Finally, the analysis allows both the direction of public and business policies and can be used by the company in making ex-ante decisions on the adoption of policies to reduce its indicators. |
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Silva Neto, Waldemiro Alcântara dahttp://lattes.cnpq.br/0903453737945294Monsueto, Sandro Eduardohttp://lattes.cnpq.br/5484881117429853Silva Neto, Waldemiro Alcântara daHolanda, Francisco Bruno de LimaTabak, Benjamin Mirandahttp://lattes.cnpq.br/4599704937452129Ribeiro, Viviane Pires2018-07-04T12:30:02Z2018-06-08RIBEIRO, V. P. Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D. 2018. 88 f. Dissertação (Mestrado em Economia) - Universidade Federal de Goiás, Goiânia, 2018.http://repositorio.bc.ufg.br/tede/handle/tede/8650ark:/38995/0013000007ntxWith the merger of Celg by the Enel group, one of the largest private companies in the Brazilian electric power sector, Enel Distribuição Goias has been facing serious problems related to its indicators of continued power supply, due to the fact that Celg-D has been in recent years, among the worst positions in the national ranking of service continuity and as one of the concessionaires that most compensates its consumers, directly affecting the company's results and generating losses to its shareholders. The requirement of the purchase agreement, defined by Aneel, is that, from 2019, the worsening trends in the SAID and SAIF indicators of Enel-GO will be reversed, under penalty of being intervened by the regulator and even losing the concession. In this scenario is the following question: Does the trend in the indicators of continuity of the Celg have the characteristic of persistence to the shocks, that is, it has long memory? The objective of this study is to analyze the persistence of the series of duration (SAID) and frequency (SAIF) of interruptions of the power supply of the company's electric sets during the periods prior to its privatization, from 2014 to 2016. Specifically, it seeks to test whether the series have long memory, to verify if the presence of structural breaks in the data changes the results and to identify if there is heterogeneity in the behavior of the series in different sets. For this, the methodology used is the method proposed by Robinson (1995) to analyze the persistence of the series and the Andrews and Ploberger (1994) test, with p-value using the approximations of Hansen (1997). The results suggest that there is a difference in the order of integration, depending on the type of series, duration or frequency and the electric set involved. Since the frequency series, in general, present more persistence than those of duration. When considering the potential presence of data breaks, there is a change in the order of integration of some series and in most of the sets the order found is less than 1. Therefore, both fractional integration analysis that considers the presence of break, do not consider, they point out that there are few sets that present persistent series and the majority of those who present are those that receive the highest compensations. However, it is not only the sets that receive large monetary amounts, in the form of compensations, that have series of persistent duration and / or frequency. Therefore, the hypothesis that part of the trend in the indicators has long-term components is partially rejected, in approximately 24% of the sets that received the highest DIC indicator compensations and in 40% of the sets that received the highest FIC compensation. In this way, the present work differs from the previous literature both in the sense of analyzing the behavior of the series of continuity indicators, with a methodology considered more robust, as well as by the database, not yet explored by the academy. Finally, the analysis allows both the direction of public and business policies and can be used by the company in making ex-ante decisions on the adoption of policies to reduce its indicators.Com a incorporação da Celg pelo grupo Enel, uma das maiores empresas privadas do setor elétrico brasileiro, a Enel Distribuição Goiás vêm enfrentando problemas relacionados aos seus indicadores de continuidade do fornecimento de energia, devido ao fato da Celg-D ter ficado, nos últimos anos, entre as piores posições no ranking nacional da continuidade do serviço e como uma das concessionárias que mais compensa os seus consumidores, afetando diretamente o resultado da empresa e gerando prejuízo aos seus acionistas. A exigência do contrato de compra, definido pela Aneel, é que a partir de 2019, sejam revertidas as tendências de piora nos indicadores de DEC e FEC, sob a pena de sofrer uma intervenção do órgão regulador e até mesmo, perder a concessão. Neste cenário cabe a seguinte pergunta: A tendência nos indicadores de continuidade da Celg tem a característica de persistência aos choques, ou seja, apresenta memória longa? Assim, o presente trabalho tem por objetivo analisar a persistência das séries de duração (DEC) e frequência (FEC) das interrupções do fornecimento de energia dos conjuntos elétricos da companhia, durante os períodos anteriores à sua desestatização, de 2014 a 2016 (ainda Celg-D). Especificamente, busca testar se as séries possuem memória longa, verificar se a presença de quebra estrutural nos dados altera os resultados e identificar se há heterogeneidade no comportamento das séries em diferentes conjuntos. Para tanto, a metodologia empregada é o método proposto por Robinson (1995) para analisar a persistência e o teste de quebra estrutural de Andrews e Ploberger (1994), com p-valor usando as aproximações de Hansen (1997). Os resultados obtidos sugerem que há diferença na ordem de integração, dependendo do tipo de série, duração ou frequência e do conjunto elétrico envolvido. Sendo que as séries de frequência, no geral, apresentam um maior grau de persistência do que as de duração. Quando considera a potencial presença de quebra nos dados, há alteração na ordem de integração de algumas séries e na maioria dos conjuntos a ordem encontrada é inferior a 1. Portanto, tanto a análise de integração fracionária que considera a presença de quebra, quanto a que não considera, apontam que são poucos os conjuntos que apresentam séries persistentes e a maioria dos que apresentam são os que recebem as maiores compensações. Porém, não é somente os conjuntos que recebem grandes valores monetários, em forma de compensações, que possuem séries de duração e/ou frequência persistentes. Logo, a hipótese de que parte da tendência nos indicadores tenha componentes de longo prazo é parcialmente não rejeitada, em aproximadamente 24% dos conjuntos que receberam as maiores compensações do indicador de DIC e em 40% dos conjuntos que receberam as maiores compensações de FIC. Desta forma, o presente trabalho se diferencia da literatura prévia tanto no sentido de analisar o comportamento das séries dos indicadores de continuidade, com uma metodologia considerada mais robusta, como também pela base de dados, ainda não explorada pela academia. Por fim, a análise permite tanto o direcionamento de políticas públicas como empresariais, podendo ser utilizada pela companhia na tomada de decisão ex-ante sobre a adoção de políticas para a redução dos seus indicadores.Submitted by Erika Demachki (erikademachki@gmail.com) on 2018-07-03T18:09:44Z No. of bitstreams: 2 Dissertação - Viviane Pires Ribeiro - 2018.pdf: 3368479 bytes, checksum: fd3252e9742263060b64c4e3c56313fa (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2018-07-04T12:30:02Z (GMT) No. of bitstreams: 2 Dissertação - Viviane Pires Ribeiro - 2018.pdf: 3368479 bytes, checksum: fd3252e9742263060b64c4e3c56313fa (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2018-07-04T12:30:02Z (GMT). No. of bitstreams: 2 Dissertação - Viviane Pires Ribeiro - 2018.pdf: 3368479 bytes, checksum: fd3252e9742263060b64c4e3c56313fa (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5) Previous issue date: 2018-06-08Outroapplication/pdfporUniversidade Federal de GoiásPrograma de Pós-graduação em Economia (FACE)UFGBrasilFaculdade de Administração, Ciências Contábeis e Ciências Econômicas - FACE (RG)http://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessPersistência aos choquesConjuntos elétricosDECFECPersistence to shocksElectric setsSAIDSAIFCIENCIAS SOCIAIS APLICADAS::ECONOMIAAnálise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-DAnalysis of the persistence of Celg-D’s electricity supply continuity indicatorsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis6547073815134037611600600600600437125377651663904-25049033926000988222442915598251853972reponame:Repositório Institucional da UFGinstname:Universidade Federal de Goiás (UFG)instacron:UFGLICENSElicense.txtlicense.txttext/plain; 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dc.title.eng.fl_str_mv |
Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D |
dc.title.alternative.eng.fl_str_mv |
Analysis of the persistence of Celg-D’s electricity supply continuity indicators |
title |
Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D |
spellingShingle |
Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D Ribeiro, Viviane Pires Persistência aos choques Conjuntos elétricos DEC FEC Persistence to shocks Electric sets SAID SAIF CIENCIAS SOCIAIS APLICADAS::ECONOMIA |
title_short |
Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D |
title_full |
Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D |
title_fullStr |
Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D |
title_full_unstemmed |
Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D |
title_sort |
Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D |
author |
Ribeiro, Viviane Pires |
author_facet |
Ribeiro, Viviane Pires |
author_role |
author |
dc.contributor.advisor1.fl_str_mv |
Silva Neto, Waldemiro Alcântara da |
dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/0903453737945294 |
dc.contributor.advisor-co1.fl_str_mv |
Monsueto, Sandro Eduardo |
dc.contributor.advisor-co1Lattes.fl_str_mv |
http://lattes.cnpq.br/5484881117429853 |
dc.contributor.referee1.fl_str_mv |
Silva Neto, Waldemiro Alcântara da |
dc.contributor.referee2.fl_str_mv |
Holanda, Francisco Bruno de Lima |
dc.contributor.referee3.fl_str_mv |
Tabak, Benjamin Miranda |
dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/4599704937452129 |
dc.contributor.author.fl_str_mv |
Ribeiro, Viviane Pires |
contributor_str_mv |
Silva Neto, Waldemiro Alcântara da Monsueto, Sandro Eduardo Silva Neto, Waldemiro Alcântara da Holanda, Francisco Bruno de Lima Tabak, Benjamin Miranda |
dc.subject.por.fl_str_mv |
Persistência aos choques Conjuntos elétricos DEC FEC |
topic |
Persistência aos choques Conjuntos elétricos DEC FEC Persistence to shocks Electric sets SAID SAIF CIENCIAS SOCIAIS APLICADAS::ECONOMIA |
dc.subject.eng.fl_str_mv |
Persistence to shocks Electric sets SAID SAIF |
dc.subject.cnpq.fl_str_mv |
CIENCIAS SOCIAIS APLICADAS::ECONOMIA |
description |
With the merger of Celg by the Enel group, one of the largest private companies in the Brazilian electric power sector, Enel Distribuição Goias has been facing serious problems related to its indicators of continued power supply, due to the fact that Celg-D has been in recent years, among the worst positions in the national ranking of service continuity and as one of the concessionaires that most compensates its consumers, directly affecting the company's results and generating losses to its shareholders. The requirement of the purchase agreement, defined by Aneel, is that, from 2019, the worsening trends in the SAID and SAIF indicators of Enel-GO will be reversed, under penalty of being intervened by the regulator and even losing the concession. In this scenario is the following question: Does the trend in the indicators of continuity of the Celg have the characteristic of persistence to the shocks, that is, it has long memory? The objective of this study is to analyze the persistence of the series of duration (SAID) and frequency (SAIF) of interruptions of the power supply of the company's electric sets during the periods prior to its privatization, from 2014 to 2016. Specifically, it seeks to test whether the series have long memory, to verify if the presence of structural breaks in the data changes the results and to identify if there is heterogeneity in the behavior of the series in different sets. For this, the methodology used is the method proposed by Robinson (1995) to analyze the persistence of the series and the Andrews and Ploberger (1994) test, with p-value using the approximations of Hansen (1997). The results suggest that there is a difference in the order of integration, depending on the type of series, duration or frequency and the electric set involved. Since the frequency series, in general, present more persistence than those of duration. When considering the potential presence of data breaks, there is a change in the order of integration of some series and in most of the sets the order found is less than 1. Therefore, both fractional integration analysis that considers the presence of break, do not consider, they point out that there are few sets that present persistent series and the majority of those who present are those that receive the highest compensations. However, it is not only the sets that receive large monetary amounts, in the form of compensations, that have series of persistent duration and / or frequency. Therefore, the hypothesis that part of the trend in the indicators has long-term components is partially rejected, in approximately 24% of the sets that received the highest DIC indicator compensations and in 40% of the sets that received the highest FIC compensation. In this way, the present work differs from the previous literature both in the sense of analyzing the behavior of the series of continuity indicators, with a methodology considered more robust, as well as by the database, not yet explored by the academy. Finally, the analysis allows both the direction of public and business policies and can be used by the company in making ex-ante decisions on the adoption of policies to reduce its indicators. |
publishDate |
2018 |
dc.date.accessioned.fl_str_mv |
2018-07-04T12:30:02Z |
dc.date.issued.fl_str_mv |
2018-06-08 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/masterThesis |
format |
masterThesis |
status_str |
publishedVersion |
dc.identifier.citation.fl_str_mv |
RIBEIRO, V. P. Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D. 2018. 88 f. Dissertação (Mestrado em Economia) - Universidade Federal de Goiás, Goiânia, 2018. |
dc.identifier.uri.fl_str_mv |
http://repositorio.bc.ufg.br/tede/handle/tede/8650 |
dc.identifier.dark.fl_str_mv |
ark:/38995/0013000007ntx |
identifier_str_mv |
RIBEIRO, V. P. Análise da persistência dos indicadores de continuidade do fornecimento de energia elétrica da Celg-D. 2018. 88 f. Dissertação (Mestrado em Economia) - Universidade Federal de Goiás, Goiânia, 2018. ark:/38995/0013000007ntx |
url |
http://repositorio.bc.ufg.br/tede/handle/tede/8650 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.program.fl_str_mv |
6547073815134037611 |
dc.relation.confidence.fl_str_mv |
600 600 600 600 |
dc.relation.department.fl_str_mv |
437125377651663904 |
dc.relation.cnpq.fl_str_mv |
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