Desmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentos

Detalhes bibliográficos
Ano de defesa: 2021
Autor(a) principal: Silveira, Leticia Moraes lattes
Orientador(a): Ceretta, Paulo Sergio lattes
Banca de defesa: Lopes, Luis Felipe Dias, Cavalheiro, Everton Anger
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Santa Maria
Centro de Ciências Sociais e Humanas
Programa de Pós-Graduação: Programa de Pós-Graduação em Administração
Departamento: Administração
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.ufsm.br/handle/1/24485
Resumo: Within the wide range of available financial assets are cryptocurrencies or virtual currencies. This financial innovation is based on encryption and all its transactions are recorded and stored digitally by a technology that shares accounting data, known as blockchain. In this context, the study’s objective was to verify the contribution of virtual currencies in the investments’ diversification and was based on the portfolio’s theory of Markowitz (1952). This diversification between assets can be specific to each case, according to the levels of risk preferred by the investor's aversion or affinity. Therefore, five portfolio composition models were selected: average variance, average semi variance, expected loss, average absolute deviation and omega. The sample was divided into 5 sub-samples in order to avoid bias and provide greater robustness to the results. Each sub-sample consisted of 100 shares and 5 cryptocurrencies. The cryptocurrencies used in this research were Bitcoin, Ethereum, Ripple, Litecoin and Stellar. The period was delimited from January 18, 2017 to March 30, 2021. Also, an additional analysis of the assets’ behavior in the portfolios was carried out, considering the periods before and after the beginning of the COVID-19 pandemic. The results showed that Bitcoin was the cryptocurrency with the most consistent performance, participating in most portfolios in all periods analyzed. However, Ethereum and Ripple also showed good results. Litecoin did not obtain consistent results, as it was selected from only one portfolio in the post-pandemic period. Stellar was the only cryptocurrency that was not selected for the portfolio’s composition in any of the applied methodologies. Thus, is confirm that cryptocurrencies can generate diversification benefits and contribute to investments’ return when allocated by investors in their portfolios.
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spelling 2022-05-25T19:49:23Z2022-05-25T19:49:23Z2021-12-17http://repositorio.ufsm.br/handle/1/24485Within the wide range of available financial assets are cryptocurrencies or virtual currencies. This financial innovation is based on encryption and all its transactions are recorded and stored digitally by a technology that shares accounting data, known as blockchain. In this context, the study’s objective was to verify the contribution of virtual currencies in the investments’ diversification and was based on the portfolio’s theory of Markowitz (1952). This diversification between assets can be specific to each case, according to the levels of risk preferred by the investor's aversion or affinity. Therefore, five portfolio composition models were selected: average variance, average semi variance, expected loss, average absolute deviation and omega. The sample was divided into 5 sub-samples in order to avoid bias and provide greater robustness to the results. Each sub-sample consisted of 100 shares and 5 cryptocurrencies. The cryptocurrencies used in this research were Bitcoin, Ethereum, Ripple, Litecoin and Stellar. The period was delimited from January 18, 2017 to March 30, 2021. Also, an additional analysis of the assets’ behavior in the portfolios was carried out, considering the periods before and after the beginning of the COVID-19 pandemic. The results showed that Bitcoin was the cryptocurrency with the most consistent performance, participating in most portfolios in all periods analyzed. However, Ethereum and Ripple also showed good results. Litecoin did not obtain consistent results, as it was selected from only one portfolio in the post-pandemic period. Stellar was the only cryptocurrency that was not selected for the portfolio’s composition in any of the applied methodologies. Thus, is confirm that cryptocurrencies can generate diversification benefits and contribute to investments’ return when allocated by investors in their portfolios.Dentro da ampla gama de ativos financeiros disponíveis, estão as criptomoedas ou moedas virtuais. Essa inovação financeira baseia-se em criptografia e todas as suas transações são registradas e armazenadas digitalmente através de uma tecnologia que compartilha dados contábeis, conhecida como blockchain. Nesse contexto, o estudo objetivou verificar a contribuição das moedas virtuais na diversificação dos investimentos e teve como base a teoria do portfólio de Markowitz (1952). Essa diversificação entre ativos pode ser específica para cada caso, de acordo com os graus preferidos de aversão ou afinidade ao risco do investidor. Desta forma, foram selecionados 5 modelos de composição de portfólio: média variância, semi variância média, perda esperada, desvio médio absoluto e ômega. A amostra foi fracionada em 5 subamostras com o objetivo de evitar viés e proporcionar uma maior robustez aos resultados. Cada subamostra foi composta por 100 ações e 5 criptomoedas. As criptomoedas utilizadas na pesquisa foram Bitcoin, Ethereum, Ripple, Litecoin e Stellar. O período foi delimitado de 18 de janeiro de 2017 a 30 de março de 2021. Além disso, foi realizada uma análise adicional do comportamento dos ativos nas carteiras, considerando os períodos anterior e posterior ao início da pandemia de COVID-19. Os resultados demonstraram que o Bitcoin foi a criptomoeda com desempenho mais consistente, com participação na maioria das carteiras em todos os períodos analisados. Entretanto, a Ethereum e o Ripple também demonstraram bons resultados. O Litecoin não obteve resultados consistentes, visto que foi selecionado em apenas uma carteira no período pós pandemia. A Stellar foi a única criptomoeda que não foi selecionada para composição do portfólio em nenhuma das metodologias aplicadas. Verifica-se, assim, que as criptomoedas podem gerar benefícios de diversificação e contribuir com o retorno dos investimentos ao serem alocadas pelos investidores em suas carteiras.porUniversidade Federal de Santa MariaCentro de Ciências Sociais e HumanasPrograma de Pós-Graduação em AdministraçãoUFSMBrasilAdministraçãoAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessCriptomoedasDiversificaçãoPortfólioInvestimentosCryptocurrenciesDiversificationPortfolioInvestmentsCNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAODesmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentosDemistifying the cryptocurrencies: the contribution of virtual currencies to the investments’ diversificationinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisCeretta, Paulo Sergiohttp://lattes.cnpq.br/3049029014914257Lopes, Luis Felipe DiasCavalheiro, Everton Angerhttp://lattes.cnpq.br/6572786926587927Silveira, Leticia Moraes600200000006600600600600600594dad0f-39e8-46c0-9299-beeff3488343e97a8b2b-fa23-4c36-b8a1-e97ebb5aad9852b4ac9b-ae50-4378-9e6d-d078971edcbc6714c720-ea1c-4f15-83ca-d3f31baa7be5reponame:Biblioteca Digital de Teses e Dissertações do UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805http://repositorio.ufsm.br/bitstream/1/24485/2/license_rdf4460e5956bc1d1639be9ae6146a50347MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81956http://repositorio.ufsm.br/bitstream/1/24485/3/license.txt2f0571ecee68693bd5cd3f17c1e075dfMD53ORIGINALDIS_PPGADMINISTRAÇÃO_2021_SILVEIRA_LETÍCIA.PDFDIS_PPGADMINISTRAÇÃO_2021_SILVEIRA_LETÍCIA.PDFDissertação de Mestradoapplication/pdf1586356http://repositorio.ufsm.br/bitstream/1/24485/1/DIS_PPGADMINISTRA%c3%87%c3%83O_2021_SILVEIRA_LET%c3%8dCIA.PDF6148a4617c21d743eaeb8e183ad45211MD511/244852022-05-25 16:49:23.715oai:repositorio.ufsm.br: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 Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2022-05-25T19:49:23Biblioteca Digital de Teses e Dissertações do UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.por.fl_str_mv Desmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentos
dc.title.alternative.eng.fl_str_mv Demistifying the cryptocurrencies: the contribution of virtual currencies to the investments’ diversification
title Desmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentos
spellingShingle Desmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentos
Silveira, Leticia Moraes
Criptomoedas
Diversificação
Portfólio
Investimentos
Cryptocurrencies
Diversification
Portfolio
Investments
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
title_short Desmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentos
title_full Desmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentos
title_fullStr Desmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentos
title_full_unstemmed Desmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentos
title_sort Desmistificando as criptomoedas: a contribuição das moedas virtuais na diversificação dos investimentos
author Silveira, Leticia Moraes
author_facet Silveira, Leticia Moraes
author_role author
dc.contributor.advisor1.fl_str_mv Ceretta, Paulo Sergio
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/3049029014914257
dc.contributor.referee1.fl_str_mv Lopes, Luis Felipe Dias
dc.contributor.referee2.fl_str_mv Cavalheiro, Everton Anger
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/6572786926587927
dc.contributor.author.fl_str_mv Silveira, Leticia Moraes
contributor_str_mv Ceretta, Paulo Sergio
Lopes, Luis Felipe Dias
Cavalheiro, Everton Anger
dc.subject.por.fl_str_mv Criptomoedas
Diversificação
Portfólio
Investimentos
topic Criptomoedas
Diversificação
Portfólio
Investimentos
Cryptocurrencies
Diversification
Portfolio
Investments
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
dc.subject.eng.fl_str_mv Cryptocurrencies
Diversification
Portfolio
Investments
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO
description Within the wide range of available financial assets are cryptocurrencies or virtual currencies. This financial innovation is based on encryption and all its transactions are recorded and stored digitally by a technology that shares accounting data, known as blockchain. In this context, the study’s objective was to verify the contribution of virtual currencies in the investments’ diversification and was based on the portfolio’s theory of Markowitz (1952). This diversification between assets can be specific to each case, according to the levels of risk preferred by the investor's aversion or affinity. Therefore, five portfolio composition models were selected: average variance, average semi variance, expected loss, average absolute deviation and omega. The sample was divided into 5 sub-samples in order to avoid bias and provide greater robustness to the results. Each sub-sample consisted of 100 shares and 5 cryptocurrencies. The cryptocurrencies used in this research were Bitcoin, Ethereum, Ripple, Litecoin and Stellar. The period was delimited from January 18, 2017 to March 30, 2021. Also, an additional analysis of the assets’ behavior in the portfolios was carried out, considering the periods before and after the beginning of the COVID-19 pandemic. The results showed that Bitcoin was the cryptocurrency with the most consistent performance, participating in most portfolios in all periods analyzed. However, Ethereum and Ripple also showed good results. Litecoin did not obtain consistent results, as it was selected from only one portfolio in the post-pandemic period. Stellar was the only cryptocurrency that was not selected for the portfolio’s composition in any of the applied methodologies. Thus, is confirm that cryptocurrencies can generate diversification benefits and contribute to investments’ return when allocated by investors in their portfolios.
publishDate 2021
dc.date.issued.fl_str_mv 2021-12-17
dc.date.accessioned.fl_str_mv 2022-05-25T19:49:23Z
dc.date.available.fl_str_mv 2022-05-25T19:49:23Z
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dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
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Centro de Ciências Sociais e Humanas
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