Behavioral finance in fintech : biases & opinions

Detalhes bibliográficos
Autor(a) principal: Francisco, Daniela Sofia Baeta e Silva
Data de Publicação: 2020
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.14/29829
Resumo: Fintech has become a worldwide and continuously growing phenomenon, yet fintech adoption has still not reached its full potential. The customer value proposition is now the core of development of any platform, and it is necessary to implement tools and measures that improve the experience. As such, the present thesis proposes the introduction of Behavioral Finance into modern fintechs as a provider of an enhanced customer engagement and increased value. The behavioral finance tool is described as an abstract algorithm, based on the concepts and methodologies of the subject, then tested via a two-part survey. The first part aims to understand the impact of two drivers behind the adoption of fintechs, namely behavioral biases and pre-conceived opinions. It is found that, on average, opinions have a positive impact on the likelihood of fintech adoption, whereas behavioral biases, despite present in the population, are not statistically significant in the engagement decision. In addition, past usage had a positive influence on the future usage, and this expected use had a positive influence in the future recommendation of the technology. The second part aims to study whether the introduction of the behavioral finance tool impacts the decision of adoption. It is found that, on average, future usage and future recommendation increase with the insertion of the algorithm, but the increase is not statistically significant. Furthermore, market perception of adoption is above 70%, indicating a possible opportunity.
id RCAP_4e51d47056d412d242ab56bbe8a49c5a
oai_identifier_str oai:repositorio.ucp.pt:10400.14/29829
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling Behavioral finance in fintech : biases & opinionsAdoptionFintechBehavioral financeBiasOpinionAdoçãoFinanças comportamentaisPreconceitoOpiniãoDomínio/Área Científica::Ciências Sociais::Economia e GestãoFintech has become a worldwide and continuously growing phenomenon, yet fintech adoption has still not reached its full potential. The customer value proposition is now the core of development of any platform, and it is necessary to implement tools and measures that improve the experience. As such, the present thesis proposes the introduction of Behavioral Finance into modern fintechs as a provider of an enhanced customer engagement and increased value. The behavioral finance tool is described as an abstract algorithm, based on the concepts and methodologies of the subject, then tested via a two-part survey. The first part aims to understand the impact of two drivers behind the adoption of fintechs, namely behavioral biases and pre-conceived opinions. It is found that, on average, opinions have a positive impact on the likelihood of fintech adoption, whereas behavioral biases, despite present in the population, are not statistically significant in the engagement decision. In addition, past usage had a positive influence on the future usage, and this expected use had a positive influence in the future recommendation of the technology. The second part aims to study whether the introduction of the behavioral finance tool impacts the decision of adoption. It is found that, on average, future usage and future recommendation increase with the insertion of the algorithm, but the increase is not statistically significant. Furthermore, market perception of adoption is above 70%, indicating a possible opportunity.Fintech tornou-se num fenómeno mundial, e de crescimento constante, mas a sua adoção ainda não atingiu o seu potencial. Hoje em dia, o valor para o cliente é o centro de desenvolvimento de qualquer plataforma, tomando-se necessário implementar ferramentas e medidas que melhorem a sua experiência. Como tal, a presente tese propõe a introdução de Finanças Comportamentais nas fintechs modernas como uma ferramenta que permite fornecer uma experiência superior e adaptada ao cliente. A ferramenta de finanças comportamentais é descrita como um algoritmo abstrato baseado nos conceitos e metodologias da disciplina, e seguidamente testada, através de um questionário de duas partes. A primeira parte tem como objetivo estudar o impacto de dois fatores determinantes para a adoção das fintech, nomeadamente, os comportamentais irracionais e as opiniões pré-concebidas. Constatou-se que, em média, as opiniões têm um impacto positivo na probabilidade de adoção das fintech, embora os vieses, apesar de presentes na população, não são estatisticamente significativos na decisão de utilização. A utilização passada tem uma influência positiva no uso futuro, sendo que o último influencia positivamente a recomendação futura da tecnologia. A segunda parte visa analisar se a introdução da ferramenta afeta a decisão de adoção da tecnologia. Verifica-se que, em média, o uso futuro e a recomendação futura aumentam com a inserção do algoritmo, mas o aumento não é estatisticamente significativo. Ademais, a perceção de adoção do mercado supera os 70%, indicando uma possível oportunidade.Andrade, João Guerreiro Freire deVeritati - Repositório Institucional da Universidade Católica PortuguesaFrancisco, Daniela Sofia Baeta e Silva2020-03-04T15:13:24Z2020-01-3120202020-01-31T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10400.14/29829TID:202445500enginfo: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:RCAAP2023-07-12T17:35:22Zoai:repositorio.ucp.pt:10400.14/29829Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:23:58.499375Repositório 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 Behavioral finance in fintech : biases & opinions
title Behavioral finance in fintech : biases & opinions
spellingShingle Behavioral finance in fintech : biases & opinions
Francisco, Daniela Sofia Baeta e Silva
Adoption
Fintech
Behavioral finance
Bias
Opinion
Adoção
Finanças comportamentais
Preconceito
Opinião
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
title_short Behavioral finance in fintech : biases & opinions
title_full Behavioral finance in fintech : biases & opinions
title_fullStr Behavioral finance in fintech : biases & opinions
title_full_unstemmed Behavioral finance in fintech : biases & opinions
title_sort Behavioral finance in fintech : biases & opinions
author Francisco, Daniela Sofia Baeta e Silva
author_facet Francisco, Daniela Sofia Baeta e Silva
author_role author
dc.contributor.none.fl_str_mv Andrade, João Guerreiro Freire de
Veritati - Repositório Institucional da Universidade Católica Portuguesa
dc.contributor.author.fl_str_mv Francisco, Daniela Sofia Baeta e Silva
dc.subject.por.fl_str_mv Adoption
Fintech
Behavioral finance
Bias
Opinion
Adoção
Finanças comportamentais
Preconceito
Opinião
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
topic Adoption
Fintech
Behavioral finance
Bias
Opinion
Adoção
Finanças comportamentais
Preconceito
Opinião
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
description Fintech has become a worldwide and continuously growing phenomenon, yet fintech adoption has still not reached its full potential. The customer value proposition is now the core of development of any platform, and it is necessary to implement tools and measures that improve the experience. As such, the present thesis proposes the introduction of Behavioral Finance into modern fintechs as a provider of an enhanced customer engagement and increased value. The behavioral finance tool is described as an abstract algorithm, based on the concepts and methodologies of the subject, then tested via a two-part survey. The first part aims to understand the impact of two drivers behind the adoption of fintechs, namely behavioral biases and pre-conceived opinions. It is found that, on average, opinions have a positive impact on the likelihood of fintech adoption, whereas behavioral biases, despite present in the population, are not statistically significant in the engagement decision. In addition, past usage had a positive influence on the future usage, and this expected use had a positive influence in the future recommendation of the technology. The second part aims to study whether the introduction of the behavioral finance tool impacts the decision of adoption. It is found that, on average, future usage and future recommendation increase with the insertion of the algorithm, but the increase is not statistically significant. Furthermore, market perception of adoption is above 70%, indicating a possible opportunity.
publishDate 2020
dc.date.none.fl_str_mv 2020-03-04T15:13:24Z
2020-01-31
2020
2020-01-31T00:00:00Z
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/10400.14/29829
TID:202445500
url http://hdl.handle.net/10400.14/29829
identifier_str_mv TID:202445500
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
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_ 1799131949616332800