Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market

Detalhes bibliográficos
Autor(a) principal: Nonato, Vinícius Luís de Souza
Data de Publicação: 2020
Outros Autores: Tófoli, Paula Virgínia
Tipo de documento: Artigo
Idioma: por
Título da fonte: RACE (Joaçaba. Online)
Texto Completo: https://periodicos.unoesc.edu.br/race/article/view/23798
Resumo: Empirical studies have found evidence that the market risk, or market beta, tends to increase in crisis periods. Given the Brazilian economic crisis from 2014 to 2016, this paper investigates whether this crisis had a significant impact on the market risk of the Brazilian firms with stocks negotiated at the Brazilian stock market, Brasil, Bolsa, Balcão (B3). For this, we estimated the trajectory of the beta of a portfolio of stocks traded on B3 for the period from February 2010 to December 2018, considering a conditional CAPM with the dynamics of beta given by a stochastic process combined with conditioning variables related to the economic cycle. We found evidence that the portfolio beta had an increase by January 2015, and only returned to values of the pre-crisis period by March 2018. This evidence is aligned with results found in the international literature and has important implications in terms of risk management.
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spelling Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock marketImpacto da crise econômica de 2014 a 2016 sobre o coeficiente beta do Mercado de Capitais BrasileiroMarket betaCrisisB3Conditional CAPMKalman filterBeta de mercadoCriseB3CAPM condicionalFiltro de KalmanEmpirical studies have found evidence that the market risk, or market beta, tends to increase in crisis periods. Given the Brazilian economic crisis from 2014 to 2016, this paper investigates whether this crisis had a significant impact on the market risk of the Brazilian firms with stocks negotiated at the Brazilian stock market, Brasil, Bolsa, Balcão (B3). For this, we estimated the trajectory of the beta of a portfolio of stocks traded on B3 for the period from February 2010 to December 2018, considering a conditional CAPM with the dynamics of beta given by a stochastic process combined with conditioning variables related to the economic cycle. We found evidence that the portfolio beta had an increase by January 2015, and only returned to values of the pre-crisis period by March 2018. This evidence is aligned with results found in the international literature and has important implications in terms of risk management. Estudos empíricos têm encontrado evidências de que o risco de mercado, ou beta de mercado, tende a aumentar em períodos de crise. Dada a crise econômica brasileira de 2014 a 2016, o objetivo deste artigo foi analisar se esta teve um impacto significativo sobre o risco de mercado das empresas brasileiras com ações negociadas na Brasil, Bolsa, Balcão (B3). Para isso, estimou-se a trajetória do beta de uma carteira de ações negociadas na B3 para o período de fevereiro de 2010 a dezembro de 2018, considerando um modelo CAPM condicional em que a dinâmica de beta é dada por um processo estocástico combinado com um conjunto de variáveis condicionantes relacionadas ao ciclo econômico. Encontramos evidências de que o beta da carteira teve um aumento a partir de janeiro de 2015 e somente retornou a patamares do período pré-crise a partir de março de 2018. Essas evidências estão de acordo com os resultados encontrados na literatura internacional e têm implicações importantes em termos de gerenciamento de risco.  Universidade do Oeste de Santa Catarina2020-08-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttps://periodicos.unoesc.edu.br/race/article/view/2379810.18593/race.23798RACE - Revista de Administração, Contabilidade e Economia; Vol. 19 No. 3 (2020): RACE set./dez. 2020; 441-462RACE - Revista de Administração, Contabilidade e Economia; v. 19 n. 3 (2020): RACE set./dez. 2020; 441-4622179-49361678-6483reponame:RACE (Joaçaba. Online)instname:Universidade do Oeste de Santa Catarina (UNOESC)instacron:UNOESCporhttps://periodicos.unoesc.edu.br/race/article/view/23798/14743https://periodicos.unoesc.edu.br/race/article/view/23798/15875Copyright (c) 2020 Vinícius Nonato, Paula Tófoliinfo:eu-repo/semantics/openAccessNonato, Vinícius Luís de SouzaTófoli, Paula Virgínia2020-12-01T22:31:06Zoai:ojs.periodicos.unoesc.edu.br:article/23798Revistahttps://portalperiodicos.unoesc.edu.br/racehttps://portalperiodicos.unoesc.edu.br/race/oairace@unoesc.edu.br||editora@unoesc.edu.br2179-49361678-6483opendoar:2020-12-01T22:31:06RACE (Joaçaba. Online) - Universidade do Oeste de Santa Catarina (UNOESC)false
dc.title.none.fl_str_mv Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market
Impacto da crise econômica de 2014 a 2016 sobre o coeficiente beta do Mercado de Capitais Brasileiro
title Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market
spellingShingle Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market
Nonato, Vinícius Luís de Souza
Market beta
Crisis
B3
Conditional CAPM
Kalman filter
Beta de mercado
Crise
B3
CAPM condicional
Filtro de Kalman
title_short Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market
title_full Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market
title_fullStr Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market
title_full_unstemmed Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market
title_sort Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market
author Nonato, Vinícius Luís de Souza
author_facet Nonato, Vinícius Luís de Souza
Tófoli, Paula Virgínia
author_role author
author2 Tófoli, Paula Virgínia
author2_role author
dc.contributor.author.fl_str_mv Nonato, Vinícius Luís de Souza
Tófoli, Paula Virgínia
dc.subject.por.fl_str_mv Market beta
Crisis
B3
Conditional CAPM
Kalman filter
Beta de mercado
Crise
B3
CAPM condicional
Filtro de Kalman
topic Market beta
Crisis
B3
Conditional CAPM
Kalman filter
Beta de mercado
Crise
B3
CAPM condicional
Filtro de Kalman
description Empirical studies have found evidence that the market risk, or market beta, tends to increase in crisis periods. Given the Brazilian economic crisis from 2014 to 2016, this paper investigates whether this crisis had a significant impact on the market risk of the Brazilian firms with stocks negotiated at the Brazilian stock market, Brasil, Bolsa, Balcão (B3). For this, we estimated the trajectory of the beta of a portfolio of stocks traded on B3 for the period from February 2010 to December 2018, considering a conditional CAPM with the dynamics of beta given by a stochastic process combined with conditioning variables related to the economic cycle. We found evidence that the portfolio beta had an increase by January 2015, and only returned to values of the pre-crisis period by March 2018. This evidence is aligned with results found in the international literature and has important implications in terms of risk management.
publishDate 2020
dc.date.none.fl_str_mv 2020-08-07
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://periodicos.unoesc.edu.br/race/article/view/23798
10.18593/race.23798
url https://periodicos.unoesc.edu.br/race/article/view/23798
identifier_str_mv 10.18593/race.23798
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://periodicos.unoesc.edu.br/race/article/view/23798/14743
https://periodicos.unoesc.edu.br/race/article/view/23798/15875
dc.rights.driver.fl_str_mv Copyright (c) 2020 Vinícius Nonato, Paula Tófoli
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2020 Vinícius Nonato, Paula Tófoli
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
dc.publisher.none.fl_str_mv Universidade do Oeste de Santa Catarina
publisher.none.fl_str_mv Universidade do Oeste de Santa Catarina
dc.source.none.fl_str_mv RACE - Revista de Administração, Contabilidade e Economia; Vol. 19 No. 3 (2020): RACE set./dez. 2020; 441-462
RACE - Revista de Administração, Contabilidade e Economia; v. 19 n. 3 (2020): RACE set./dez. 2020; 441-462
2179-4936
1678-6483
reponame:RACE (Joaçaba. Online)
instname:Universidade do Oeste de Santa Catarina (UNOESC)
instacron:UNOESC
instname_str Universidade do Oeste de Santa Catarina (UNOESC)
instacron_str UNOESC
institution UNOESC
reponame_str RACE (Joaçaba. Online)
collection RACE (Joaçaba. Online)
repository.name.fl_str_mv RACE (Joaçaba. Online) - Universidade do Oeste de Santa Catarina (UNOESC)
repository.mail.fl_str_mv race@unoesc.edu.br||editora@unoesc.edu.br
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