ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITY

Detalhes bibliográficos
Autor(a) principal: FERREIRA,TALIEH S. V.
Data de Publicação: 2021
Outros Autores: MACHADO,MÁRCIO A. V., SILVA,POLYANDRA Z. P.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: RAM. Revista de Administração Mackenzie
Texto Completo: http://old.scielo.br/scielo.php?script=sci_arttext&pid=S1678-69712021000400401
Resumo: ABSTRACT Purpose: The purpose of this study was to analyze the effect of investor sentiment on the volatility of the Brazilian stock market. Specifically, it aimed to identify if the asymmetric behavior of sentiment could be observed in emerging markets, considering companies that have characteristics that are difficult to price. Originality/value: Unlike most studies on investor sentiment, this study focuses on its impact on the stock market volatility, as well as on the characteristics of companies associated with difficult pricing. Design/methodology/approach: The volatility of the IBRX100 index was used to represent the Brazilian stock market, and as a proxy for investor sentiment it was selected Miranda's index (2018), based on market data. Data were estimated using the two-stage least squares (MQ2E) technique to address endogeneity problems. Finally, the volatility of companies with difficult-to-price characteristics was segregated to analyze their sensitivity to sentiment. Findings: The results indicate that sentiment has a negative and sig nificant relationship with the volatility of the Brazilian market, as well as evidences an asymmetrical behavior, being statistically stronger in pessimistic periods. Additional analyzes evidence that the explanatory sentiment capacity is sensitive to companies' characteristics, but only companies with a high book-to-market ratio showed asymmetric behavior, as expected by the literature. The portfolios segmented by size and illiquidity maintained an asymmetric behavior, but it was the volatility of the large companies and the less illiquid ones that were best explained by sentiment, indicating that the Brazilian market has distinctive characteristics in relation to developed markets.
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spelling ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITYVolatilityInvestor sentimentAsymmetryAsset pricingMispricingABSTRACT Purpose: The purpose of this study was to analyze the effect of investor sentiment on the volatility of the Brazilian stock market. Specifically, it aimed to identify if the asymmetric behavior of sentiment could be observed in emerging markets, considering companies that have characteristics that are difficult to price. Originality/value: Unlike most studies on investor sentiment, this study focuses on its impact on the stock market volatility, as well as on the characteristics of companies associated with difficult pricing. Design/methodology/approach: The volatility of the IBRX100 index was used to represent the Brazilian stock market, and as a proxy for investor sentiment it was selected Miranda's index (2018), based on market data. Data were estimated using the two-stage least squares (MQ2E) technique to address endogeneity problems. Finally, the volatility of companies with difficult-to-price characteristics was segregated to analyze their sensitivity to sentiment. Findings: The results indicate that sentiment has a negative and sig nificant relationship with the volatility of the Brazilian market, as well as evidences an asymmetrical behavior, being statistically stronger in pessimistic periods. Additional analyzes evidence that the explanatory sentiment capacity is sensitive to companies' characteristics, but only companies with a high book-to-market ratio showed asymmetric behavior, as expected by the literature. The portfolios segmented by size and illiquidity maintained an asymmetric behavior, but it was the volatility of the large companies and the less illiquid ones that were best explained by sentiment, indicating that the Brazilian market has distinctive characteristics in relation to developed markets.Editora MackenzieUniversidade Presbiteriana Mackenzie2021-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersiontext/htmlhttp://old.scielo.br/scielo.php?script=sci_arttext&pid=S1678-69712021000400401RAM. Revista de Administração Mackenzie v.22 n.4 2021reponame:RAM. Revista de Administração Mackenzieinstname:Universidade Presbiteriana Mackenzie (UPM)instacron:MACKENZIE10.1590/1678-6971/eramf210208info:eu-repo/semantics/openAccessFERREIRA,TALIEH S. V.MACHADO,MÁRCIO A. V.SILVA,POLYANDRA Z. P.eng2021-06-23T00:00:00Zoai:scielo:S1678-69712021000400401Revistahttps://www.scielo.br/j/ram/https://old.scielo.br/oai/scielo-oai.phprevista.adm@mackenzie.br1678-69711518-6776opendoar:2021-06-23T00:00RAM. Revista de Administração Mackenzie - Universidade Presbiteriana Mackenzie (UPM)false
dc.title.none.fl_str_mv ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITY
title ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITY
spellingShingle ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITY
FERREIRA,TALIEH S. V.
Volatility
Investor sentiment
Asymmetry
Asset pricing
Mispricing
title_short ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITY
title_full ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITY
title_fullStr ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITY
title_full_unstemmed ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITY
title_sort ASYMMETRIC IMPACT OF INVESTOR SENTIMENT ON BRAZILIAN STOCK MARKET VOLATILITY
author FERREIRA,TALIEH S. V.
author_facet FERREIRA,TALIEH S. V.
MACHADO,MÁRCIO A. V.
SILVA,POLYANDRA Z. P.
author_role author
author2 MACHADO,MÁRCIO A. V.
SILVA,POLYANDRA Z. P.
author2_role author
author
dc.contributor.author.fl_str_mv FERREIRA,TALIEH S. V.
MACHADO,MÁRCIO A. V.
SILVA,POLYANDRA Z. P.
dc.subject.por.fl_str_mv Volatility
Investor sentiment
Asymmetry
Asset pricing
Mispricing
topic Volatility
Investor sentiment
Asymmetry
Asset pricing
Mispricing
description ABSTRACT Purpose: The purpose of this study was to analyze the effect of investor sentiment on the volatility of the Brazilian stock market. Specifically, it aimed to identify if the asymmetric behavior of sentiment could be observed in emerging markets, considering companies that have characteristics that are difficult to price. Originality/value: Unlike most studies on investor sentiment, this study focuses on its impact on the stock market volatility, as well as on the characteristics of companies associated with difficult pricing. Design/methodology/approach: The volatility of the IBRX100 index was used to represent the Brazilian stock market, and as a proxy for investor sentiment it was selected Miranda's index (2018), based on market data. Data were estimated using the two-stage least squares (MQ2E) technique to address endogeneity problems. Finally, the volatility of companies with difficult-to-price characteristics was segregated to analyze their sensitivity to sentiment. Findings: The results indicate that sentiment has a negative and sig nificant relationship with the volatility of the Brazilian market, as well as evidences an asymmetrical behavior, being statistically stronger in pessimistic periods. Additional analyzes evidence that the explanatory sentiment capacity is sensitive to companies' characteristics, but only companies with a high book-to-market ratio showed asymmetric behavior, as expected by the literature. The portfolios segmented by size and illiquidity maintained an asymmetric behavior, but it was the volatility of the large companies and the less illiquid ones that were best explained by sentiment, indicating that the Brazilian market has distinctive characteristics in relation to developed markets.
publishDate 2021
dc.date.none.fl_str_mv 2021-01-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 10.1590/1678-6971/eramf210208
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dc.format.none.fl_str_mv text/html
dc.publisher.none.fl_str_mv Editora Mackenzie
Universidade Presbiteriana Mackenzie
publisher.none.fl_str_mv Editora Mackenzie
Universidade Presbiteriana Mackenzie
dc.source.none.fl_str_mv RAM. Revista de Administração Mackenzie v.22 n.4 2021
reponame:RAM. Revista de Administração Mackenzie
instname:Universidade Presbiteriana Mackenzie (UPM)
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instname_str Universidade Presbiteriana Mackenzie (UPM)
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reponame_str RAM. Revista de Administração Mackenzie
collection RAM. Revista de Administração Mackenzie
repository.name.fl_str_mv RAM. Revista de Administração Mackenzie - Universidade Presbiteriana Mackenzie (UPM)
repository.mail.fl_str_mv revista.adm@mackenzie.br
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