Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its mood

Detalhes bibliográficos
Autor(a) principal: Araújo, Tanya
Data de Publicação: 2018
Outros Autores: Eleutério, Samuel, Louçã, Francisco
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.5/25919
Resumo: Sentiments play an important role in justifying economic actions and are typically presented as being a modern incarnation of expectations that influence financial markets, whether they be of a Keynesian or other type. For the case of the São Paulo Stock Market Index (IBovespa), this paper investigates whether sentiments, as publically expressed in specialised media, represent a covariate variable which influences stock market returns, and also how market dynamics evolve through time, especially in times of major shocks or recessions. In this study we use a network approach to relate the evolution of asset returns to a sentiments index. Daily data from IBovespa and a Thomson Reuters MarketPsych index are used as fair indicators of the evolution of the Brazilian economy from 2007 to 2015. We prove that changes in market prices affect news more than the reverse.
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spelling Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its moodMarket SentimentsStock MarketsBovespaMarketPsycBrazilSentiments play an important role in justifying economic actions and are typically presented as being a modern incarnation of expectations that influence financial markets, whether they be of a Keynesian or other type. For the case of the São Paulo Stock Market Index (IBovespa), this paper investigates whether sentiments, as publically expressed in specialised media, represent a covariate variable which influences stock market returns, and also how market dynamics evolve through time, especially in times of major shocks or recessions. In this study we use a network approach to relate the evolution of asset returns to a sentiments index. Daily data from IBovespa and a Thomson Reuters MarketPsych index are used as fair indicators of the evolution of the Brazilian economy from 2007 to 2015. We prove that changes in market prices affect news more than the reverse.ElsevierRepositório da Universidade de LisboaAraújo, TanyaEleutério, SamuelLouçã, Francisco2022-11-04T16:15:00Z20182018-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.5/25919engAraújo, Tanya; Samuel Eleutério and Francisco Louçã.(2018). “Do sentiments influence market dynamics? A reconstruction of the Brazilian stock market and its mood”.Physica A - Statistical Mechanics and its Application, Vol. 505: pp. 1139-1149.0378-437110.1016/j.physa.2018.04.045info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-11-19T01:31:29Zoai:www.repository.utl.pt:10400.5/25919Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:09:39.073158Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its mood
title Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its mood
spellingShingle Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its mood
Araújo, Tanya
Market Sentiments
Stock Markets
Bovespa
MarketPsyc
Brazil
title_short Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its mood
title_full Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its mood
title_fullStr Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its mood
title_full_unstemmed Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its mood
title_sort Do sentiments influence market dynamics? : A reconstruction of the Brazilian stock market and its mood
author Araújo, Tanya
author_facet Araújo, Tanya
Eleutério, Samuel
Louçã, Francisco
author_role author
author2 Eleutério, Samuel
Louçã, Francisco
author2_role author
author
dc.contributor.none.fl_str_mv Repositório da Universidade de Lisboa
dc.contributor.author.fl_str_mv Araújo, Tanya
Eleutério, Samuel
Louçã, Francisco
dc.subject.por.fl_str_mv Market Sentiments
Stock Markets
Bovespa
MarketPsyc
Brazil
topic Market Sentiments
Stock Markets
Bovespa
MarketPsyc
Brazil
description Sentiments play an important role in justifying economic actions and are typically presented as being a modern incarnation of expectations that influence financial markets, whether they be of a Keynesian or other type. For the case of the São Paulo Stock Market Index (IBovespa), this paper investigates whether sentiments, as publically expressed in specialised media, represent a covariate variable which influences stock market returns, and also how market dynamics evolve through time, especially in times of major shocks or recessions. In this study we use a network approach to relate the evolution of asset returns to a sentiments index. Daily data from IBovespa and a Thomson Reuters MarketPsych index are used as fair indicators of the evolution of the Brazilian economy from 2007 to 2015. We prove that changes in market prices affect news more than the reverse.
publishDate 2018
dc.date.none.fl_str_mv 2018
2018-01-01T00:00:00Z
2022-11-04T16:15:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.5/25919
url http://hdl.handle.net/10400.5/25919
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Araújo, Tanya; Samuel Eleutério and Francisco Louçã.(2018). “Do sentiments influence market dynamics? A reconstruction of the Brazilian stock market and its mood”.Physica A - Statistical Mechanics and its Application, Vol. 505: pp. 1139-1149.
0378-4371
10.1016/j.physa.2018.04.045
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
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