Herding behaviour in sugar futures markets from 2013 to 2023

Detalhes bibliográficos
Autor(a) principal: João, Ema Oliveira
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.14/42376
Resumo: This thesis aims to study the possibility of the existence of herding behaviour in sugar futures markets. The study assumes that this behaviour is fundamental in explaining the high volatility observed in sugar futures markets. Using the CSAD model developed by Chang et al. (2000), four sugar future contracts are analyzed during the period from 01/01/2013 to 31/12/2022. The analysis of herding behaviour in sugar futures markets helps investors and analysts predict future movements in sugar futures prices (which helps identify investment opportunities and manage risk), helps identify speculative bubbles (which may prevent significant financial losses), and help regulators identify and address any market stability issues. The results show that herding behaviour is not present in sugar futures markets, with a high degree of confidence, and that there is even evidence of anti-herding behaviour. The reviewed literature suggests that this can happen due to investors’ overconfidence, as those who have recently experienced large positive returns are more likely to disregard market signals and focus on their ability to process available information to make their investment decisions. Also, it can happen due to asymmetric information between the market participants and to the presence of market manipulators.
id RCAP_cfe606df0227f2dd5c378bae1db69e6c
oai_identifier_str oai:repositorio.ucp.pt:10400.14/42376
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Herding behaviour in sugar futures markets from 2013 to 2023Behavioural financeEfficient market hypothesisHerd behaviourCommodities marketsSugar marketFinanças comportamentaisMercado de açúcarDomínio/Área Científica::Ciências Sociais::Economia e GestãoThis thesis aims to study the possibility of the existence of herding behaviour in sugar futures markets. The study assumes that this behaviour is fundamental in explaining the high volatility observed in sugar futures markets. Using the CSAD model developed by Chang et al. (2000), four sugar future contracts are analyzed during the period from 01/01/2013 to 31/12/2022. The analysis of herding behaviour in sugar futures markets helps investors and analysts predict future movements in sugar futures prices (which helps identify investment opportunities and manage risk), helps identify speculative bubbles (which may prevent significant financial losses), and help regulators identify and address any market stability issues. The results show that herding behaviour is not present in sugar futures markets, with a high degree of confidence, and that there is even evidence of anti-herding behaviour. The reviewed literature suggests that this can happen due to investors’ overconfidence, as those who have recently experienced large positive returns are more likely to disregard market signals and focus on their ability to process available information to make their investment decisions. Also, it can happen due to asymmetric information between the market participants and to the presence of market manipulators.Esta tese pretende estudar a possibilidade de existência de herding behaviour nos mercados de futuros e açúcar. O estudo realizado assume este comportamento como fundamental para explicar a elevada volatilidade observada nos mercados de futuros de açúcar. Através do modelo CSAD, desenvolvido por Chang et al. (2000), são analisados quatro contratos futuros de açúcar durante o período de 01/01/2013 até 31/12/2022. A análise do comportamento de herding nos mercados de futuros de açúcar ajuda investidores e analistas a prever movimentos futuros nos preços de futuros de açúcar (o que ajuda a identificar oportunidades de investimento e a gerir riscos), ajuda a identificar bolhas especulativas (o que pode evitar perdas financeiras significativas) e ajuda os reguladores a identificar e abordar quaisquer problemas de estabilidade de mercado. Os resultados mostram que o comportamento de herding não está presente nos mercados de futuros de açúcar, com alto grau de confiança, e que se chega inclusive a verificar um comportamento de anti-herding. A literatura revista sugere que isso pode acontecer devido ao excesso de confiança dos investidores, já que aqueles que recentemente tiveram grandes retornos positivos são mais propensos a desconsiderar os sinais do mercado e a concentrar-se na sua capacidade de processar as informações disponíveis para tomar as suas decisões de investimento. Além disso, pode também ocorrer devido a assimetrias de informação entre os participantes do mercado e à presença de manipuladores de mercado.Ferreira, Mário Pedro Leite de AlmeidaVeritati - Repositório Institucional da Universidade Católica PortuguesaJoão, Ema Oliveira2023-07-172023-042024-09-01T00:00:00Z2023-07-17T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.14/42376TID:203350111enginfo:eu-repo/semantics/embargoedAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-09-19T01:42:28Zoai:repositorio.ucp.pt:10400.14/42376Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T20:29:35.216037Repositório 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 Herding behaviour in sugar futures markets from 2013 to 2023
title Herding behaviour in sugar futures markets from 2013 to 2023
spellingShingle Herding behaviour in sugar futures markets from 2013 to 2023
João, Ema Oliveira
Behavioural finance
Efficient market hypothesis
Herd behaviour
Commodities markets
Sugar market
Finanças comportamentais
Mercado de açúcar
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
title_short Herding behaviour in sugar futures markets from 2013 to 2023
title_full Herding behaviour in sugar futures markets from 2013 to 2023
title_fullStr Herding behaviour in sugar futures markets from 2013 to 2023
title_full_unstemmed Herding behaviour in sugar futures markets from 2013 to 2023
title_sort Herding behaviour in sugar futures markets from 2013 to 2023
author João, Ema Oliveira
author_facet João, Ema Oliveira
author_role author
dc.contributor.none.fl_str_mv Ferreira, Mário Pedro Leite de Almeida
Veritati - Repositório Institucional da Universidade Católica Portuguesa
dc.contributor.author.fl_str_mv João, Ema Oliveira
dc.subject.por.fl_str_mv Behavioural finance
Efficient market hypothesis
Herd behaviour
Commodities markets
Sugar market
Finanças comportamentais
Mercado de açúcar
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
topic Behavioural finance
Efficient market hypothesis
Herd behaviour
Commodities markets
Sugar market
Finanças comportamentais
Mercado de açúcar
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
description This thesis aims to study the possibility of the existence of herding behaviour in sugar futures markets. The study assumes that this behaviour is fundamental in explaining the high volatility observed in sugar futures markets. Using the CSAD model developed by Chang et al. (2000), four sugar future contracts are analyzed during the period from 01/01/2013 to 31/12/2022. The analysis of herding behaviour in sugar futures markets helps investors and analysts predict future movements in sugar futures prices (which helps identify investment opportunities and manage risk), helps identify speculative bubbles (which may prevent significant financial losses), and help regulators identify and address any market stability issues. The results show that herding behaviour is not present in sugar futures markets, with a high degree of confidence, and that there is even evidence of anti-herding behaviour. The reviewed literature suggests that this can happen due to investors’ overconfidence, as those who have recently experienced large positive returns are more likely to disregard market signals and focus on their ability to process available information to make their investment decisions. Also, it can happen due to asymmetric information between the market participants and to the presence of market manipulators.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-17
2023-04
2023-07-17T00:00:00Z
2024-09-01T00:00:00Z
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.uri.fl_str_mv http://hdl.handle.net/10400.14/42376
TID:203350111
url http://hdl.handle.net/10400.14/42376
identifier_str_mv TID:203350111
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/embargoedAccess
eu_rights_str_mv embargoedAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799133563442954240