Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro

Detalhes bibliográficos
Autor(a) principal: Cabrine, Carlos Guilherme das Neves
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://repositorio.ufscar.br/handle/ufscar/18698
Resumo: The volatility in commodity prices has direct implications for the financial results of companies and consumers. Not infrequently, such variations occur in a sharp way, and in non-compliance with market fundamentals, that is, in a speculative way. When this occurs, the effects on agents' expectations are even greater, as it negatively affects the price discovery and hedging processes. The main objective of the work is to identify the occurrence of speculative bubbles in the prices of selected commodities, also trying to determine the reason for the existence of such movements. For this, we used daily price series of the three most liquid commodities (feeder cattle, corn, coffee) traded on the Brazilian commodities and futures exchange market, B³, as well as macroeconomic variables (interest rate, exchange rate, economic activity index, money supply as a percentage of the GDP, stock index Bovespa, brazilian consumer price index), for the period between 2013 and 2021. The Generalized Supreme Augmented Dickey-Fuller (GSADF) and Backward Supreme Augmented Dickey-Fuller (BSADF) tests were used to detect and datestamp the explosive periods in prices, and the Poisson regression model for inspection and understanding of the determining macroeconomic factors in the formation of bubbles. As a result, slightly explosive processes were found in all commodities for the analyzed period, although infrequent. Concerning the macroeconomic effects, money supply, stock index and inflation had a positive impact on the emergence of bubbles, while interest rates and economic growth had negative effects.
id SCAR_3cd2f51b5aa4babda358837ca59282a3
oai_identifier_str oai:repositorio.ufscar.br:ufscar/18698
network_acronym_str SCAR
network_name_str Repositório Institucional da UFSCAR
repository_id_str 4322
spelling Cabrine, Carlos Guilherme das NevesCruz Júnior, José Césarhttp://lattes.cnpq.br/0086426315229286Silva Júnior, Geraldo Edmundohttp://lattes.cnpq.br/5138808982229139http://lattes.cnpq.br/31109165386348912e93d2ef-8fb1-4524-919a-a81a0ec267702023-10-03T00:21:40Z2023-10-03T00:21:40Z2023-04-20CABRINE, Carlos Guilherme das Neves. Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro. 2023. Dissertação (Mestrado em Economia) – Universidade Federal de São Carlos, Sorocaba, 2023. Disponível em: https://repositorio.ufscar.br/handle/ufscar/18698.https://repositorio.ufscar.br/handle/ufscar/18698The volatility in commodity prices has direct implications for the financial results of companies and consumers. Not infrequently, such variations occur in a sharp way, and in non-compliance with market fundamentals, that is, in a speculative way. When this occurs, the effects on agents' expectations are even greater, as it negatively affects the price discovery and hedging processes. The main objective of the work is to identify the occurrence of speculative bubbles in the prices of selected commodities, also trying to determine the reason for the existence of such movements. For this, we used daily price series of the three most liquid commodities (feeder cattle, corn, coffee) traded on the Brazilian commodities and futures exchange market, B³, as well as macroeconomic variables (interest rate, exchange rate, economic activity index, money supply as a percentage of the GDP, stock index Bovespa, brazilian consumer price index), for the period between 2013 and 2021. The Generalized Supreme Augmented Dickey-Fuller (GSADF) and Backward Supreme Augmented Dickey-Fuller (BSADF) tests were used to detect and datestamp the explosive periods in prices, and the Poisson regression model for inspection and understanding of the determining macroeconomic factors in the formation of bubbles. As a result, slightly explosive processes were found in all commodities for the analyzed period, although infrequent. Concerning the macroeconomic effects, money supply, stock index and inflation had a positive impact on the emergence of bubbles, while interest rates and economic growth had negative effects.A variação nos preços de commodities tem implicações diretas nos resultados financeiros de empresas e consumidores. Não raramente, tais variações ocorrem de maneira acentuada, e em não conformidade com os fundamentos do mercado, ou seja, de maneira especulativa. Quando isso ocorre, os efeitos sobre as expectativas dos agentes são ainda maiores, pois afeta negativamente os processos de descoberta e de proteção de preços. O principal objetivo do trabalho é identificar a ocorrência de bolhas especulativas nos preços de commodities selecionadas, procurando determinar a razão para a existência de tais movimentos. Para isso, utilizaram-se séries de preços diários das três commodities com maior liquidez (boi gordo, café, milho) negociadas na bolsa de mercadorias e futuros brasileira, B³, assim como variáveis macroeconômicas (taxa de juros, taxa de câmbio, índice de atividade econômica, estoque de moeda como porcentagem do PIB, índice Bovespa, índice de preços ao consumidor amplo), para o período entre 2013 e 2021. Foram adotados os testes Generalized Supremum Augmented Dickey-Fuller (GSADF) e Backward Supremum Augmented Dickey-Fuller (BSADF) para detecção e datação dos períodos explosivos nos preços, e o modelo de regressão de Poisson para inspeção e compreensão dos fatores macroeconômicos determinantes para a formação de bolhas. Como resultados foram encontrados processos levemente explosivos em todas as commodities para o período analisado, embora não frequentes. Com relação aos impactos macroeconômicos, o estoque de moeda, o Ibovespa e a inflação apresentaram impactos positivos sobre o surgimento de bolhas, enquanto a taxa de juros e o crescimento econômico demonstraram efeitos negativos.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)porUniversidade Federal de São CarlosCâmpus SorocabaPrograma de Pós-Graduação em Economia - PPGEc-SoUFSCarAttribution-NonCommercial-NoDerivs 3.0 Brazilhttp://creativecommons.org/licenses/by-nc-nd/3.0/br/info:eu-repo/semantics/openAccessMercado FuturoBolha EspeculativaCommodities AgropecuáriasMacroeconomiaFuture MarketSpeculative BubblesAgricultural CommoditiesMacroeconomicsCIENCIAS SOCIAIS APLICADAS::ECONOMIA::ECONOMIAS AGRARIA E DOS RECURSOS NATURAISImpactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiroMacroeconomic impacts on the formation of speculative bubbles in the brazilian agricultural marketinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesis6006000165b541-669c-44a5-9b4e-037e18883bf2reponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALDissertação_Guilherme_Cabrine-FINAL.pdfDissertação_Guilherme_Cabrine-FINAL.pdfDissertação final Guilherme Cabrineapplication/pdf805487https://repositorio.ufscar.br/bitstream/ufscar/18698/1/Disserta%c3%a7%c3%a3o_Guilherme_Cabrine-FINAL.pdf7de5048b8c7e02ba9f6cce14b644cb07MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8810https://repositorio.ufscar.br/bitstream/ufscar/18698/2/license_rdff337d95da1fce0a22c77480e5e9a7aecMD52TEXTDissertação_Guilherme_Cabrine-FINAL.pdf.txtDissertação_Guilherme_Cabrine-FINAL.pdf.txtExtracted texttext/plain112502https://repositorio.ufscar.br/bitstream/ufscar/18698/3/Disserta%c3%a7%c3%a3o_Guilherme_Cabrine-FINAL.pdf.txt4c5a5c639d1bc2464a576c364d185733MD53ufscar/186982024-05-14 17:16:20.664oai:repositorio.ufscar.br:ufscar/18698Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222024-05-14T17:16:20Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro
dc.title.alternative.eng.fl_str_mv Macroeconomic impacts on the formation of speculative bubbles in the brazilian agricultural market
title Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro
spellingShingle Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro
Cabrine, Carlos Guilherme das Neves
Mercado Futuro
Bolha Especulativa
Commodities Agropecuárias
Macroeconomia
Future Market
Speculative Bubbles
Agricultural Commodities
Macroeconomics
CIENCIAS SOCIAIS APLICADAS::ECONOMIA::ECONOMIAS AGRARIA E DOS RECURSOS NATURAIS
title_short Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro
title_full Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro
title_fullStr Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro
title_full_unstemmed Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro
title_sort Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro
author Cabrine, Carlos Guilherme das Neves
author_facet Cabrine, Carlos Guilherme das Neves
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/3110916538634891
dc.contributor.author.fl_str_mv Cabrine, Carlos Guilherme das Neves
dc.contributor.advisor1.fl_str_mv Cruz Júnior, José César
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0086426315229286
dc.contributor.advisor-co1.fl_str_mv Silva Júnior, Geraldo Edmundo
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/5138808982229139
dc.contributor.authorID.fl_str_mv 2e93d2ef-8fb1-4524-919a-a81a0ec26770
contributor_str_mv Cruz Júnior, José César
Silva Júnior, Geraldo Edmundo
dc.subject.por.fl_str_mv Mercado Futuro
Bolha Especulativa
Commodities Agropecuárias
Macroeconomia
topic Mercado Futuro
Bolha Especulativa
Commodities Agropecuárias
Macroeconomia
Future Market
Speculative Bubbles
Agricultural Commodities
Macroeconomics
CIENCIAS SOCIAIS APLICADAS::ECONOMIA::ECONOMIAS AGRARIA E DOS RECURSOS NATURAIS
dc.subject.eng.fl_str_mv Future Market
Speculative Bubbles
Agricultural Commodities
Macroeconomics
dc.subject.cnpq.fl_str_mv CIENCIAS SOCIAIS APLICADAS::ECONOMIA::ECONOMIAS AGRARIA E DOS RECURSOS NATURAIS
description The volatility in commodity prices has direct implications for the financial results of companies and consumers. Not infrequently, such variations occur in a sharp way, and in non-compliance with market fundamentals, that is, in a speculative way. When this occurs, the effects on agents' expectations are even greater, as it negatively affects the price discovery and hedging processes. The main objective of the work is to identify the occurrence of speculative bubbles in the prices of selected commodities, also trying to determine the reason for the existence of such movements. For this, we used daily price series of the three most liquid commodities (feeder cattle, corn, coffee) traded on the Brazilian commodities and futures exchange market, B³, as well as macroeconomic variables (interest rate, exchange rate, economic activity index, money supply as a percentage of the GDP, stock index Bovespa, brazilian consumer price index), for the period between 2013 and 2021. The Generalized Supreme Augmented Dickey-Fuller (GSADF) and Backward Supreme Augmented Dickey-Fuller (BSADF) tests were used to detect and datestamp the explosive periods in prices, and the Poisson regression model for inspection and understanding of the determining macroeconomic factors in the formation of bubbles. As a result, slightly explosive processes were found in all commodities for the analyzed period, although infrequent. Concerning the macroeconomic effects, money supply, stock index and inflation had a positive impact on the emergence of bubbles, while interest rates and economic growth had negative effects.
publishDate 2023
dc.date.accessioned.fl_str_mv 2023-10-03T00:21:40Z
dc.date.available.fl_str_mv 2023-10-03T00:21:40Z
dc.date.issued.fl_str_mv 2023-04-20
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv CABRINE, Carlos Guilherme das Neves. Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro. 2023. Dissertação (Mestrado em Economia) – Universidade Federal de São Carlos, Sorocaba, 2023. Disponível em: https://repositorio.ufscar.br/handle/ufscar/18698.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/18698
identifier_str_mv CABRINE, Carlos Guilherme das Neves. Impactos macroeconômicos sobre a formação de bolhas especulativas no mercado agropecuário brasileiro. 2023. Dissertação (Mestrado em Economia) – Universidade Federal de São Carlos, Sorocaba, 2023. Disponível em: https://repositorio.ufscar.br/handle/ufscar/18698.
url https://repositorio.ufscar.br/handle/ufscar/18698
dc.language.iso.fl_str_mv por
language por
dc.relation.confidence.fl_str_mv 600
600
dc.relation.authority.fl_str_mv 0165b541-669c-44a5-9b4e-037e18883bf2
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivs 3.0 Brazil
http://creativecommons.org/licenses/by-nc-nd/3.0/br/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus Sorocaba
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Economia - PPGEc-So
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus Sorocaba
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFSCAR
instname:Universidade Federal de São Carlos (UFSCAR)
instacron:UFSCAR
instname_str Universidade Federal de São Carlos (UFSCAR)
instacron_str UFSCAR
institution UFSCAR
reponame_str Repositório Institucional da UFSCAR
collection Repositório Institucional da UFSCAR
bitstream.url.fl_str_mv https://repositorio.ufscar.br/bitstream/ufscar/18698/1/Disserta%c3%a7%c3%a3o_Guilherme_Cabrine-FINAL.pdf
https://repositorio.ufscar.br/bitstream/ufscar/18698/2/license_rdf
https://repositorio.ufscar.br/bitstream/ufscar/18698/3/Disserta%c3%a7%c3%a3o_Guilherme_Cabrine-FINAL.pdf.txt
bitstream.checksum.fl_str_mv 7de5048b8c7e02ba9f6cce14b644cb07
f337d95da1fce0a22c77480e5e9a7aec
4c5a5c639d1bc2464a576c364d185733
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)
repository.mail.fl_str_mv
_version_ 1802136428064276480