Volatility and Leverage: an Analysis of Latin American Companies

Detalhes bibliográficos
Autor(a) principal: Rosa, Arthur Antonio Silva
Data de Publicação: 2023
Outros Autores: Ribeiro, Kárem Cristina de Sousa, Carvalho, Luciano Ferreira
Tipo de documento: Artigo
Idioma: por
eng
Título da fonte: Contabilidade, Gestão e Governança
Texto Completo: https://revistacgg.org/index.php/contabil/article/view/2992
Resumo: Objective: To analyze the relationship between the leverage level and the volatility of Latin American stocks, from January 2005 to June 2020. Method: A multiple linear regression was used, with the coefficients estimated by the GMM and with the data arranged in a panel. Volatility was estimated by the EGARCH model and six leverage measures were used. Originality/Relevance: The study analyzes the relationship between volatility and leverage in the context of Latin America and shows that periods of crisis can affect this relationship. The results are relevant for managers, who can strategically adjust the degree of leverage in order to maximize the company's value for shareholders, and also for investors, as it allows for a better alignment between their risk profile and the desired return. Results: The results indicate that there is a positive relationship between the degree of leverage of the firm and the volatility of assets. It was also found that, in periods of crisis, even if companies reduce their leverage levels, volatility will tend to increase due to the uncertainties related to these periods. Theoretical/Methodological Contributions: In the analysis of the relationship between leverage and volatility, the moderating effect of periods of crisis was also verified and the endogeneity between the variables was considered through the GMM. In addition, volatility was estimated using the EGARCH model, which considers volatility asymmetries, with results controlled by corporate and macroeconomic variables.
id UNB-21_49bd9ae0a5c9a71ea9946ea80007922b
oai_identifier_str oai:oai.jamg.cloud:article/2992
network_acronym_str UNB-21
network_name_str Contabilidade, Gestão e Governança
repository_id_str
spelling Volatility and Leverage: an Analysis of Latin American CompaniesVolatilidade e Alavancagem: uma Análise das Empresas da América LatinaVolatilidadeAlavancagemCriseEGARCHGMMVolatilityLeverageCrisisEGARCHGMMObjective: To analyze the relationship between the leverage level and the volatility of Latin American stocks, from January 2005 to June 2020. Method: A multiple linear regression was used, with the coefficients estimated by the GMM and with the data arranged in a panel. Volatility was estimated by the EGARCH model and six leverage measures were used. Originality/Relevance: The study analyzes the relationship between volatility and leverage in the context of Latin America and shows that periods of crisis can affect this relationship. The results are relevant for managers, who can strategically adjust the degree of leverage in order to maximize the company's value for shareholders, and also for investors, as it allows for a better alignment between their risk profile and the desired return. Results: The results indicate that there is a positive relationship between the degree of leverage of the firm and the volatility of assets. It was also found that, in periods of crisis, even if companies reduce their leverage levels, volatility will tend to increase due to the uncertainties related to these periods. Theoretical/Methodological Contributions: In the analysis of the relationship between leverage and volatility, the moderating effect of periods of crisis was also verified and the endogeneity between the variables was considered through the GMM. In addition, volatility was estimated using the EGARCH model, which considers volatility asymmetries, with results controlled by corporate and macroeconomic variables.Objetivo: Analisar a relação entre o nível de alavancagem e a volatilidade das ações da América Latina, no período de janeiro de 2005 a junho 2020. Método: Utilizou-se uma regressão linear múltipla, sendo os coeficientes estimados pelo GMM e com os dados dispostos em painel. A volatilidade foi estimada pelo modelo EGARCH e utilizou-se seis medidas de alavancagem. Originalidade/Relevância: O estudo analisa a relação entre volatilidade e alavancagem no contexto da América Latina e mostra que os períodos de crise podem afetar essa relação. Os resultados são relevantes para gestores, que podem ajustar estrategicamente o grau de alavancagem a fim de maximizar o valor da empresa para os acionistas, e também para os investidores, pois permite um melhor alinhamento entre o seu perfil de risco e o retorno almejado. Resultados: Os resultados apontam que há uma relação positiva entre o grau de alavancagem da firma e a volatilidade dos ativos. Também se constatou que, em períodos de crise, mesmo que as empresas reduzam seus níveis alavancagem, a volatilidade tenderá a aumentar devido às incertezas relacionadas a esses períodos. Contribuições Teóricas/Metodológicas: Na análise da relação entre alavancagem e volatilidade, também se verificou o efeito moderador dos períodos de crise e considerou-se a endogeneidade entre as variáveis por meio do GMM. Além disso, a volatilidade foi estimada por meio do modelo EGARCH que considera as assimetrias da volatilidade, sendo os resultados controlados por variáveis corporativas e macroeconômicas.Contabilidade Gestão e Governança2023-07-31info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfapplication/pdfhttps://revistacgg.org/index.php/contabil/article/view/299210.51341/cgg.v26i1.2992Journal of Accounting, Management and Governance; Vol. 26 No. 1 (2023); 32-62Contabilidade Gestão e Governança; v. 26 n. 1 (2023); 32-621984-392510.51341/cgg.v26i1reponame:Contabilidade, Gestão e Governançainstname:Universidade de Brasília (UnB)instacron:UNBporenghttps://revistacgg.org/index.php/contabil/article/view/2992/794https://revistacgg.org/index.php/contabil/article/view/2992/795Copyright (c) 2023 Arthur Antonio Silva Rosa, Kárem Cristina de Sousa Ribeiro, Luciano Ferreira Carvalhoinfo:eu-repo/semantics/openAccessRosa, Arthur Antonio SilvaRibeiro, Kárem Cristina de SousaCarvalho, Luciano Ferreira2023-08-05T01:14:19Zoai:oai.jamg.cloud:article/2992Revistahttp://www.revistacgg.org/index.php/contabilPUBhttps://revistacgg.org/index.php/contabil/oaijamg.cgg@gmail.com1516-70111984-3925opendoar:2023-08-05T01:14:19Contabilidade, Gestão e Governança - Universidade de Brasília (UnB)false
dc.title.none.fl_str_mv Volatility and Leverage: an Analysis of Latin American Companies
Volatilidade e Alavancagem: uma Análise das Empresas da América Latina
title Volatility and Leverage: an Analysis of Latin American Companies
spellingShingle Volatility and Leverage: an Analysis of Latin American Companies
Rosa, Arthur Antonio Silva
Volatilidade
Alavancagem
Crise
EGARCH
GMM
Volatility
Leverage
Crisis
EGARCH
GMM
title_short Volatility and Leverage: an Analysis of Latin American Companies
title_full Volatility and Leverage: an Analysis of Latin American Companies
title_fullStr Volatility and Leverage: an Analysis of Latin American Companies
title_full_unstemmed Volatility and Leverage: an Analysis of Latin American Companies
title_sort Volatility and Leverage: an Analysis of Latin American Companies
author Rosa, Arthur Antonio Silva
author_facet Rosa, Arthur Antonio Silva
Ribeiro, Kárem Cristina de Sousa
Carvalho, Luciano Ferreira
author_role author
author2 Ribeiro, Kárem Cristina de Sousa
Carvalho, Luciano Ferreira
author2_role author
author
dc.contributor.author.fl_str_mv Rosa, Arthur Antonio Silva
Ribeiro, Kárem Cristina de Sousa
Carvalho, Luciano Ferreira
dc.subject.por.fl_str_mv Volatilidade
Alavancagem
Crise
EGARCH
GMM
Volatility
Leverage
Crisis
EGARCH
GMM
topic Volatilidade
Alavancagem
Crise
EGARCH
GMM
Volatility
Leverage
Crisis
EGARCH
GMM
description Objective: To analyze the relationship between the leverage level and the volatility of Latin American stocks, from January 2005 to June 2020. Method: A multiple linear regression was used, with the coefficients estimated by the GMM and with the data arranged in a panel. Volatility was estimated by the EGARCH model and six leverage measures were used. Originality/Relevance: The study analyzes the relationship between volatility and leverage in the context of Latin America and shows that periods of crisis can affect this relationship. The results are relevant for managers, who can strategically adjust the degree of leverage in order to maximize the company's value for shareholders, and also for investors, as it allows for a better alignment between their risk profile and the desired return. Results: The results indicate that there is a positive relationship between the degree of leverage of the firm and the volatility of assets. It was also found that, in periods of crisis, even if companies reduce their leverage levels, volatility will tend to increase due to the uncertainties related to these periods. Theoretical/Methodological Contributions: In the analysis of the relationship between leverage and volatility, the moderating effect of periods of crisis was also verified and the endogeneity between the variables was considered through the GMM. In addition, volatility was estimated using the EGARCH model, which considers volatility asymmetries, with results controlled by corporate and macroeconomic variables.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-31
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://revistacgg.org/index.php/contabil/article/view/2992
10.51341/cgg.v26i1.2992
url https://revistacgg.org/index.php/contabil/article/view/2992
identifier_str_mv 10.51341/cgg.v26i1.2992
dc.language.iso.fl_str_mv por
eng
language por
eng
dc.relation.none.fl_str_mv https://revistacgg.org/index.php/contabil/article/view/2992/794
https://revistacgg.org/index.php/contabil/article/view/2992/795
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Contabilidade Gestão e Governança
publisher.none.fl_str_mv Contabilidade Gestão e Governança
dc.source.none.fl_str_mv Journal of Accounting, Management and Governance; Vol. 26 No. 1 (2023); 32-62
Contabilidade Gestão e Governança; v. 26 n. 1 (2023); 32-62
1984-3925
10.51341/cgg.v26i1
reponame:Contabilidade, Gestão e Governança
instname:Universidade de Brasília (UnB)
instacron:UNB
instname_str Universidade de Brasília (UnB)
instacron_str UNB
institution UNB
reponame_str Contabilidade, Gestão e Governança
collection Contabilidade, Gestão e Governança
repository.name.fl_str_mv Contabilidade, Gestão e Governança - Universidade de Brasília (UnB)
repository.mail.fl_str_mv jamg.cgg@gmail.com
_version_ 1798315266229141504