Analysis of volatility and contagion effect of countries from Latin America
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Revista Ibero Americana de Estratégia - RIAE |
DOI: | 10.5585/riae.v19i4.14457 |
Texto Completo: | https://periodicos.uninove.br/riae/article/view/14457 |
Resumo: | Objective: The volatility is a concern for investigators and scholars, both trying to understand and predict with a logical way the dispersion of returns for a given security or market index, but these movements have shown irregular, complex, and increasingly less influence of individual factors. Thus, the research investigates the volatility of the returns and checks out the comovements and countries’ contagion effects from Latin America. Methodology: The sample comprises daily data from January 2002 to December 2016 to measure the volatility of countries’ stock exchanges from Latin America. An Autoregressive model with Conditional Heteroscedasticity - ARCH/GARCH models – was used to measure the volatility. To check the stock exchanges’ contagion effects we used volatility models, vector autoregression models (VAR). Originality: The impact and behavior of volatility over the markets have been a significant concern for researchers and practitioners regarding the returns’ spread. To better understating the contagion in emerging markets, specifically, the Latin American markets may present as a diversification opportunity to investors, and a set of rules be implemented to improve these markets’ regulations.Main results: The results indicate evidence of a contagion effect, which it was observed in all countries, with two facts being relevant, the first is the influence of the Brazilian stock exchange in all other countries in the sample and, lastly, the low representativeness of endogenous factors to explain the volatility behavior of the stock exchange from Mexico. Also, it demonstrates that during the period of higher volatility, subprime crisis, the correlations displayed higher volatility between than during the other periods, which demonstrated that diversification benefits decrease during more volatile periods. It was found that the Brazilian stock exchange has a significant influence on Argentina. The same influence is not observed when analyzing the strength of the Argentine stock exchange over the Brazilian stock market.Theoretical Contributions: Better understanding of volatility and its ripples effects among the Latin American markets are relevant to investors and policymakers concerning the flow of investments and enforcement of regulations. Also, we provide evidence of during the period of higher volatility, the diversification benefits decrease. Moreover, the contagion effect was observed in all countries, with two facts being relevant. The first one is the influence of the Brazilian stock exchange in all other countries in the sample and the low representativeness of endogenous factors to explain the volatility behavior of Mexico’s stock exchange. |
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Revista Ibero Americana de Estratégia - RIAE |
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Analysis of volatility and contagion effect of countries from Latin AmericaAnálisis de la volatilidad y el efecto del contagio de los países de América LatinaAnálise da volatilidade e efeito contágio dos países da América LatinaCorporate finance; risk managementVolatility; Comovements; Contagion effect.Volatilidad; Co-movimientos; Efecto contagio.Volatilidade; Co-movimentos; Efeito contágio.Objective: The volatility is a concern for investigators and scholars, both trying to understand and predict with a logical way the dispersion of returns for a given security or market index, but these movements have shown irregular, complex, and increasingly less influence of individual factors. Thus, the research investigates the volatility of the returns and checks out the comovements and countries’ contagion effects from Latin America. Methodology: The sample comprises daily data from January 2002 to December 2016 to measure the volatility of countries’ stock exchanges from Latin America. An Autoregressive model with Conditional Heteroscedasticity - ARCH/GARCH models – was used to measure the volatility. To check the stock exchanges’ contagion effects we used volatility models, vector autoregression models (VAR). Originality: The impact and behavior of volatility over the markets have been a significant concern for researchers and practitioners regarding the returns’ spread. To better understating the contagion in emerging markets, specifically, the Latin American markets may present as a diversification opportunity to investors, and a set of rules be implemented to improve these markets’ regulations.Main results: The results indicate evidence of a contagion effect, which it was observed in all countries, with two facts being relevant, the first is the influence of the Brazilian stock exchange in all other countries in the sample and, lastly, the low representativeness of endogenous factors to explain the volatility behavior of the stock exchange from Mexico. Also, it demonstrates that during the period of higher volatility, subprime crisis, the correlations displayed higher volatility between than during the other periods, which demonstrated that diversification benefits decrease during more volatile periods. It was found that the Brazilian stock exchange has a significant influence on Argentina. The same influence is not observed when analyzing the strength of the Argentine stock exchange over the Brazilian stock market.Theoretical Contributions: Better understanding of volatility and its ripples effects among the Latin American markets are relevant to investors and policymakers concerning the flow of investments and enforcement of regulations. Also, we provide evidence of during the period of higher volatility, the diversification benefits decrease. Moreover, the contagion effect was observed in all countries, with two facts being relevant. The first one is the influence of the Brazilian stock exchange in all other countries in the sample and the low representativeness of endogenous factors to explain the volatility behavior of Mexico’s stock exchange.Objetivo del trabajo: La volatilidad comprende una preocupación para los inversionistas y académicos, ambos intentan comprender y predecir de manera lógica la dispersión de los rendimientos para un índice de mercado o seguridad determinado, pero estos movimientos han mostrado una influencia irregular, compleja y cada vez menos influenciada de factores individuales. Por lo tanto, el objetivo de la investigación es investigar la volatilidad de los retornos y verificar los movimientos conjuntos y los efectos de contagio en los países de América Latina. Metodología: La muestra comprende datos diarios desde enero de 2002 hasta diciembre de 2016 para medir la volatilidad de las bolsas de valores de los países de América Latina. Para medir la volatilidad, se usó un modelo Regresivo automático con Heteroscedasticidad condicional, ARCH/GARCH. Para verificar los efectos de contagio en las bolsas de valores, utilizamos modelos de volatilidad, modelos de regresión automática de vectores (VAR). Originalidad: El impacto y el comportamiento de la volatilidad en los mercados ha sido una preocupación importante para los investigadores y profesionales con respecto a la difusión de los retornos y la mejor subestimación del contagio en los mercados emergentes, específicamente, los mercados latinoamericanos pueden presentar una oportunidad de diversificación. a los inversores y un conjunto de reglas implementadas para mejorar las regulaciones en estos mercados.Principales resultados: Los resultados indican que se observó evidencia de un efecto de contagio en todos los países, con dos hechos relevantes, el primero es la influencia de la bolsa de valores brasileña en todos los demás países de la muestra y, por último, la baja representatividad de los factores endógenos Para explicar el comportamiento de la volatilidad de la bolsa de valores de México. Los resultados indican que durante el período de mayor volatilidad, la crisis subprime, las correlaciones mostraron una mayor volatilidad que durante los otros períodos, lo que demostró que los beneficios de diversificación disminuyen durante los períodos más volátiles, y se encontró que la bolsa de valores brasileña tiene una gran influencia en Argentina, y no se observa la misma influencia al analizar la fortaleza de la bolsa de valores argentina sobre el mercado de valores brasileño.Contribuciones teóricas: Una mejor comprensión de la volatilidad y sus efectos en los mercados latinoamericanos sobre cómo son relevantes para los inversores y los encargados de formular políticas con respecto al flujo de inversiones y la aplicación de las regulaciones. Además, proporcionamos evidencia de que durante el período de mayor volatilidad disminuyen los beneficios de diversificación. Además, se observó un efecto de contagio en todos los países, siendo relevantes dos hechos, el primero es la influencia de la bolsa de valores brasileña en todos los demás países de la muestra y, por último, la baja representatividad de los factores endógenos para explicar el comportamiento de volatilidad de La bolsa de valores de México.Objetivo do Trabalho: A volatilidade consiste em uma preocupação para investidores e acadêmicos, ambos tentando entender e prever, de forma lógica, a dispersão de retornos para um determinado índice de segurança ou mercado, mas esses movimentos têm mostrado uma influência irregular, complexa e cada vez menor de fatores individuais. Assim, o objetivo da pesquisa é investigar a volatilidade dos retornos e verificar os co-movimentos e o efeito contágio dos países da América Latina. Metodologia: A amostra compreende dados diários de janeiro de 2002 a dezembro de 2016 para medir a volatilidade das bolsas de valores de países da América Latina, utilizando-se um modelo de regressão automática com modelos de heterocedasticidade condicional, ARCH/GARCH. Para verificar os efeitos do contágio nas bolsas de valores, utilizou-se modelos de volatilidade e modelos de regressão automática vetorial (VAR). Originalidade: O impacto e o comportamento da volatilidade nos mercados tem sido uma grande preocupação para pesquisadores e profissionais em relação à disseminação dos retornos. Um melhor entendimento do contágio nos mercados emergentes, especificamente os mercados latino-americanos, pode se apresentar como uma oportunidade de diversificação para os investidores e um conjunto de regras a serem implementadas, para melhorar as regulamentações nesses mercados.Principais Resultados: Os resultados indicam evidências de um efeito contágio em todos os países, com dois fatos relevantes, o primeiro é a influência da bolsa brasileira em todos os outros países da amostra e, o outro, é a baixa representatividade dos fatores endógenos para explicar o comportamento de volatilidade da bolsa de valores do México. Os resultados também demonstraram que, durante o período de maior volatilidade, a crise subprime, as correlações apresentaram maior volatilidade entre os demais períodos, identificando que os benefícios da diversificação diminuem durante períodos mais voláteis. A partir disso, foi possível constatar que a bolsa brasileira tem grande influência na Argentina, mas a mesma influência não é observada quando se analisa a força da bolsa de valores argentina, sobre o mercado acionário brasileiro.Contribuições Teóricas: Melhor entendimento da volatilidade e dos efeitos ondulantes entre os mercados latino-americanos, assim como sua relevância para investidores e formuladores de políticas, no que diz respeito ao fluxo de investimentos e à aplicação de regulamentos. Além disso, fornecemos evidências de que, durante o período de maior volatilidade, os benefícios de diversificação diminuem, sendo observado o efeito de contágio em todos os países, com dois fatos relevantes, o primeiro é a influência da bolsa de valores brasileira em todos os outros países da amostra e, o segundo, a baixa representatividade de fatores endógenos para explicar o comportamento da volatilidade da bolsa de valores do México.Universidade Nove de Julho - UNINOVECardoso, Guilherme FreitasSouza, Guilherme SantosCarvalho, Luciano FerreiraRibeiro, Karem Cristina de Sousa2020-12-23info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.uninove.br/riae/article/view/1445710.5585/riae.v19i4.14457Revista Ibero-Americana de Estratégia; Vol 19, No 4 (2020): Oct./Dec.; 41-57Revista Ibero-Americana de Estratégia; Vol 19, No 4 (2020): Oct./Dec.; 41-572176-0756reponame:Revista Ibero Americana de Estratégia - RIAEinstname:Revista Ibero-Americana de Estratégia (RIAE)instacron:RIEOEIenghttps://periodicos.uninove.br/riae/article/view/14457/8687https://periodicos.uninove.br/riae/article/downloadSuppFile/14457/13604https://periodicos.uninove.br/riae/article/downloadSuppFile/14457/14534https://periodicos.uninove.br/riae/article/downloadSuppFile/14457/14535Copyright (c) 2020 Iberoamerican Journal of Strategic Management (IJSM)https://creativecommons.org/licenses/by-nc-sa/4.0info:eu-repo/semantics/openAccess2021-01-22T18:00:35Zoai:https://periodicos.uninove.br:article/14457Revistahttps://periodicos.uninove.br/riaePRIhttps://periodicos.uninove.br/riae/oai||bennycosta@yahoo.com.br2176-07562176-0756opendoar:2021-01-22T18:00:35Revista Ibero Americana de Estratégia - RIAE - Revista Ibero-Americana de Estratégia (RIAE)false |
dc.title.none.fl_str_mv |
Analysis of volatility and contagion effect of countries from Latin America Análisis de la volatilidad y el efecto del contagio de los países de América Latina Análise da volatilidade e efeito contágio dos países da América Latina |
title |
Analysis of volatility and contagion effect of countries from Latin America |
spellingShingle |
Analysis of volatility and contagion effect of countries from Latin America Analysis of volatility and contagion effect of countries from Latin America Cardoso, Guilherme Freitas Corporate finance; risk management Volatility; Comovements; Contagion effect. Volatilidad; Co-movimientos; Efecto contagio. Volatilidade; Co-movimentos; Efeito contágio. Cardoso, Guilherme Freitas Corporate finance; risk management Volatility; Comovements; Contagion effect. Volatilidad; Co-movimientos; Efecto contagio. Volatilidade; Co-movimentos; Efeito contágio. |
title_short |
Analysis of volatility and contagion effect of countries from Latin America |
title_full |
Analysis of volatility and contagion effect of countries from Latin America |
title_fullStr |
Analysis of volatility and contagion effect of countries from Latin America Analysis of volatility and contagion effect of countries from Latin America |
title_full_unstemmed |
Analysis of volatility and contagion effect of countries from Latin America Analysis of volatility and contagion effect of countries from Latin America |
title_sort |
Analysis of volatility and contagion effect of countries from Latin America |
author |
Cardoso, Guilherme Freitas |
author_facet |
Cardoso, Guilherme Freitas Cardoso, Guilherme Freitas Souza, Guilherme Santos Carvalho, Luciano Ferreira Ribeiro, Karem Cristina de Sousa Souza, Guilherme Santos Carvalho, Luciano Ferreira Ribeiro, Karem Cristina de Sousa |
author_role |
author |
author2 |
Souza, Guilherme Santos Carvalho, Luciano Ferreira Ribeiro, Karem Cristina de Sousa |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
|
dc.contributor.author.fl_str_mv |
Cardoso, Guilherme Freitas Souza, Guilherme Santos Carvalho, Luciano Ferreira Ribeiro, Karem Cristina de Sousa |
dc.subject.none.fl_str_mv |
|
dc.subject.por.fl_str_mv |
Corporate finance; risk management Volatility; Comovements; Contagion effect. Volatilidad; Co-movimientos; Efecto contagio. Volatilidade; Co-movimentos; Efeito contágio. |
topic |
Corporate finance; risk management Volatility; Comovements; Contagion effect. Volatilidad; Co-movimientos; Efecto contagio. Volatilidade; Co-movimentos; Efeito contágio. |
description |
Objective: The volatility is a concern for investigators and scholars, both trying to understand and predict with a logical way the dispersion of returns for a given security or market index, but these movements have shown irregular, complex, and increasingly less influence of individual factors. Thus, the research investigates the volatility of the returns and checks out the comovements and countries’ contagion effects from Latin America. Methodology: The sample comprises daily data from January 2002 to December 2016 to measure the volatility of countries’ stock exchanges from Latin America. An Autoregressive model with Conditional Heteroscedasticity - ARCH/GARCH models – was used to measure the volatility. To check the stock exchanges’ contagion effects we used volatility models, vector autoregression models (VAR). Originality: The impact and behavior of volatility over the markets have been a significant concern for researchers and practitioners regarding the returns’ spread. To better understating the contagion in emerging markets, specifically, the Latin American markets may present as a diversification opportunity to investors, and a set of rules be implemented to improve these markets’ regulations.Main results: The results indicate evidence of a contagion effect, which it was observed in all countries, with two facts being relevant, the first is the influence of the Brazilian stock exchange in all other countries in the sample and, lastly, the low representativeness of endogenous factors to explain the volatility behavior of the stock exchange from Mexico. Also, it demonstrates that during the period of higher volatility, subprime crisis, the correlations displayed higher volatility between than during the other periods, which demonstrated that diversification benefits decrease during more volatile periods. It was found that the Brazilian stock exchange has a significant influence on Argentina. The same influence is not observed when analyzing the strength of the Argentine stock exchange over the Brazilian stock market.Theoretical Contributions: Better understanding of volatility and its ripples effects among the Latin American markets are relevant to investors and policymakers concerning the flow of investments and enforcement of regulations. Also, we provide evidence of during the period of higher volatility, the diversification benefits decrease. Moreover, the contagion effect was observed in all countries, with two facts being relevant. The first one is the influence of the Brazilian stock exchange in all other countries in the sample and the low representativeness of endogenous factors to explain the volatility behavior of Mexico’s stock exchange. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-12-23 |
dc.type.none.fl_str_mv |
|
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.uninove.br/riae/article/view/14457 10.5585/riae.v19i4.14457 |
url |
https://periodicos.uninove.br/riae/article/view/14457 |
identifier_str_mv |
10.5585/riae.v19i4.14457 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://periodicos.uninove.br/riae/article/view/14457/8687 https://periodicos.uninove.br/riae/article/downloadSuppFile/14457/13604 https://periodicos.uninove.br/riae/article/downloadSuppFile/14457/14534 https://periodicos.uninove.br/riae/article/downloadSuppFile/14457/14535 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2020 Iberoamerican Journal of Strategic Management (IJSM) https://creativecommons.org/licenses/by-nc-sa/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2020 Iberoamerican Journal of Strategic Management (IJSM) https://creativecommons.org/licenses/by-nc-sa/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Nove de Julho - UNINOVE |
publisher.none.fl_str_mv |
Universidade Nove de Julho - UNINOVE |
dc.source.none.fl_str_mv |
Revista Ibero-Americana de Estratégia; Vol 19, No 4 (2020): Oct./Dec.; 41-57 Revista Ibero-Americana de Estratégia; Vol 19, No 4 (2020): Oct./Dec.; 41-57 2176-0756 reponame:Revista Ibero Americana de Estratégia - RIAE instname:Revista Ibero-Americana de Estratégia (RIAE) instacron:RIEOEI |
instname_str |
Revista Ibero-Americana de Estratégia (RIAE) |
instacron_str |
RIEOEI |
institution |
RIEOEI |
reponame_str |
Revista Ibero Americana de Estratégia - RIAE |
collection |
Revista Ibero Americana de Estratégia - RIAE |
repository.name.fl_str_mv |
Revista Ibero Americana de Estratégia - RIAE - Revista Ibero-Americana de Estratégia (RIAE) |
repository.mail.fl_str_mv |
||bennycosta@yahoo.com.br |
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1822182644682588160 |
dc.identifier.doi.none.fl_str_mv |
10.5585/riae.v19i4.14457 |