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Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais

Detalhes bibliográficos
Ano de defesa: 2025
Autor(a) principal: Lorena, Andréa Luiza Moreira lattes
Orientador(a): Abar, Celina Aparecida Almeida Pereira lattes
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Pontifícia Universidade Católica de São Paulo
Programa de Pós-Graduação: Programa de Pós-Graduação em Educação Matemática
Departamento: Faculdade de Ciências Exatas e Tecnologia
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: https://repositorio.pucsp.br/jspui/handle/handle/45347
Resumo: This research aims to investigate Computational Thinking skills present in the application of activities with automatic feedback in the context of Mathematics Education and Financial Education, aiming to develop mathematical concepts and interdisciplinary knowledge inherent to the financial context for third-year elementary school students in the city of Porto, Portugal. The study began with the author's participation, in partnership with a primary school teacher at a Portuguese public school, in a teacher training program involving Computational Thinking. The objective was to develop activities with automatic feedback using GeoGebra software. For this research, we sought to utilize Computational Thinking skills in the process of constructing activities with automatic feedback by teachers and to identify these skills during the application of the applet to students. Methodological aspects of action research, the qualitative and participatory nature of the research, a literature review of the concepts involved, and analysis of data produced during the application of this resource in the classroom were considered. The application of the applet with automatic feedback, built in GeoGebra software, enabled the analysis to identify Computational Thinking skills in the context of Financial Education, such as decomposition, pattern identification, abstraction, comparison, algorithm creation, and debugging, as well as to relate them to Financial Thinking competencies. Relationships between Computational Thinking skills and the formative assessment process, with automatic feedback, were observed, considering the systemic and integrated vision that both suggest. Automatic feedback has been shown to contribute to the development of these skills, to the redefinition of the student's relationship with error, and to the development of mathematical concepts considered in the applet's development, involving prior knowledge of non-negative integers, counting processes, numerical relationships, mental calculations, among others. By developing Computational Thinking in the context of Financial Education, we believe that analytical and critical capacity regarding the financial system can be enhanced, reducing emotional biases through the development of logic and promoting more informed choices in this context. We understand that new research on the development of Computational Thinking in the financial context, as well as topics that reflect cognitive processes and teaching and learning processes, are important for developing innovative teaching practices that embrace different ways of thinking and seeing the world. We hope this study encourages other teachers to adopt the procedures described to improve their practice, and that initial and continuing education processes consider the importance of fostering collaborative actions and sharing networks, with the exchange of ideas and experiences among teachers, including professionals with different backgrounds and areas of expertise
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spelling Abar, Celina Aparecida Almeida Pereirahttp://lattes.cnpq.br/3477699398066713http://lattes.cnpq.br/0728030037156875Lorena, Andréa Luiza Moreira2025-10-15T17:56:33Z2025-10-15T17:56:33Z2025-08-28Lorena, Andréa Luiza Moreira. Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais. 2025. Dissertação (Mestrado em Educação Matemática) - Programa de Pós-Graduação em Educação Matemática da Pontifícia Universidade Católica de São Paulo, São Paulo, 2025.https://repositorio.pucsp.br/jspui/handle/handle/45347This research aims to investigate Computational Thinking skills present in the application of activities with automatic feedback in the context of Mathematics Education and Financial Education, aiming to develop mathematical concepts and interdisciplinary knowledge inherent to the financial context for third-year elementary school students in the city of Porto, Portugal. The study began with the author's participation, in partnership with a primary school teacher at a Portuguese public school, in a teacher training program involving Computational Thinking. The objective was to develop activities with automatic feedback using GeoGebra software. For this research, we sought to utilize Computational Thinking skills in the process of constructing activities with automatic feedback by teachers and to identify these skills during the application of the applet to students. Methodological aspects of action research, the qualitative and participatory nature of the research, a literature review of the concepts involved, and analysis of data produced during the application of this resource in the classroom were considered. The application of the applet with automatic feedback, built in GeoGebra software, enabled the analysis to identify Computational Thinking skills in the context of Financial Education, such as decomposition, pattern identification, abstraction, comparison, algorithm creation, and debugging, as well as to relate them to Financial Thinking competencies. Relationships between Computational Thinking skills and the formative assessment process, with automatic feedback, were observed, considering the systemic and integrated vision that both suggest. Automatic feedback has been shown to contribute to the development of these skills, to the redefinition of the student's relationship with error, and to the development of mathematical concepts considered in the applet's development, involving prior knowledge of non-negative integers, counting processes, numerical relationships, mental calculations, among others. By developing Computational Thinking in the context of Financial Education, we believe that analytical and critical capacity regarding the financial system can be enhanced, reducing emotional biases through the development of logic and promoting more informed choices in this context. We understand that new research on the development of Computational Thinking in the financial context, as well as topics that reflect cognitive processes and teaching and learning processes, are important for developing innovative teaching practices that embrace different ways of thinking and seeing the world. We hope this study encourages other teachers to adopt the procedures described to improve their practice, and that initial and continuing education processes consider the importance of fostering collaborative actions and sharing networks, with the exchange of ideas and experiences among teachers, including professionals with different backgrounds and areas of expertiseA presente pesquisa tem como objetivo investigar habilidades do Pensamento Computacional presentes na aplicação de atividades com feedback automático, em contexto da Educação Matemática e Educação Financeira, considerando desenvolver conceitos matemáticos e conhecimentos interdisciplinares inerentes ao contexto financeiro para alunos do terceiro ano do ciclo básico, na cidade do Porto, em Portugal. O estudo teve início com a participação da autora, em parceria com uma professora do ciclo básico de uma escola pública portuguesa, em um processo formativo docente que envolvia contexto do Pensamento Computacional e cujo objetivo era desenvolver atividades com feedback automático utilizando o software GeoGebra. Para esta investigação buscamos utilizar habilidades do Pensamento Computacional no processo de construção das atividades com feedback automático pelas docentes e identificar tais habilidades durante a aplicação do applet aos alunos. Foram considerados aspectos metodológicos da pesquisa-ação, o caráter qualitativo e participativo da pesquisa, a revisão de literatura dos conceitos envolvidos e a análise dos dados produzidos durante a aplicação deste recurso em sala de aula. A aplicação do applet com feedback automático, construído no software GeoGebra, permitiu, nas análises realizadas, identificar habilidades do Pensamento Computacional no contexto da Educação Financeira como decomposição, identificação de padrões, abstração, comparação, criação de algoritmos edepuração, bem como relacioná-las às competências do Pensamento Financeiro. Relações entrehabilidades do Pensamento Computacional e processo de avaliação formativa, com feedbackautomático, foram observadas, considerando a visão sistêmica e integrada que ambos sugerem.O feedback automático demonstrou contribuir para o desenvolvimento destas habilidades, paraa ressignificação da relação do aluno com o erro e para o desenvolvimento de conceitosmatemáticos considerados na construção do applet, envolvendo conhecimentos prévios sobrenúmeros inteiros não negativos, processos de contagem, relações numéricas, cálculos mentais,entre outros. Ao desenvolver o Pensamento Computacional no contexto da EducaçãoFinanceira, consideramos que a capacidade analítica e crítica frente ao sistema financeiro podeser potencializada, reduzindo vieses emocionais a partir do desenvolvimento da logicidade epromovendo escolhas mais conscientes neste contexto. Entendemos que novas pesquisas sobreo esenvolvimento do Pensamento Computacional no contexto financeiro, bem como temasque reflitam processos cognitivos e processos de ensino e aprendizagem, são importantes paradesenvolver uma prática docente inovadora, acolhendo diferentes formas de pensar e enxergaro mundo. Esperamos que este estudo incentive outros docentes a se apropriarem dos procedimentos descritos de modo a aprimorar sua prática e que processos de formação inicial e continuada considerem a importância de promover ações colaborativas e redes de compartilhamento, com troca de ideias e experiências entre professores, incluindo profissionais com diferentes formações e áreas de atuaçãoCoordenação de Aperfeiçoamento de Pessoal de Nível Superior – CAPESporPontifícia Universidade Católica de São PauloPrograma de Pós-Graduação em Educação MatemáticaPUC-SPBrasilFaculdade de Ciências Exatas e TecnologiaCNPQ::CIENCIAS EXATAS E DA TERRA::MATEMATICAEducação MatemáticaPensamento computacionalFeedback automáticoEducação FinanceiraPensamento financeiroGeoGebraAnos iniciaisMathematical EducationComputational thinkingAutomatic feedbackFinancial EducationFinancial thinkingGeoGebraEarly yearsHabilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciaisComputational thinking skills and automatic feedback in the context of Financial Education in the early yearinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da PUC_SPinstname:Pontifícia Universidade Católica de São Paulo (PUC-SP)instacron:PUC_SPORIGINALANDRÉA LUIZA MOREIRA LORENA.pdfapplication/pdf3571697https://repositorio.pucsp.br/xmlui/bitstream/handle/45347/1/ANDR%c3%89A%20LUIZA%20MOREIRA%20LORENA.pdf313677a5559767644c745aec92d1734dMD51TEXTANDRÉA LUIZA MOREIRA LORENA.pdf.txtANDRÉA LUIZA MOREIRA LORENA.pdf.txtExtracted texttext/plain318435https://repositorio.pucsp.br/xmlui/bitstream/handle/45347/2/ANDR%c3%89A%20LUIZA%20MOREIRA%20LORENA.pdf.txt741a931d53d2e1bf1085be8ed379834eMD52THUMBNAILANDRÉA LUIZA MOREIRA LORENA.pdf.jpgANDRÉA LUIZA MOREIRA LORENA.pdf.jpgGenerated Thumbnailimage/jpeg1211https://repositorio.pucsp.br/xmlui/bitstream/handle/45347/3/ANDR%c3%89A%20LUIZA%20MOREIRA%20LORENA.pdf.jpgaff9a55aa8d5f299633a379f19c65f96MD53handle/453472025-10-17 16:50:08.959oai:repositorio.pucsp.br:handle/45347Repositório Institucionalhttps://sapientia.pucsp.br/https://sapientia.pucsp.br/oai/requestbngkatende@pucsp.br||rapassi@pucsp.bropendoar:2025-10-17T19:50:08Repositório Institucional da PUC_SP - Pontifícia Universidade Católica de São Paulo (PUC-SP)false
dc.title.pt_BR.fl_str_mv Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais
dc.title.alternative.en_US.fl_str_mv Computational thinking skills and automatic feedback in the context of Financial Education in the early year
title Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais
spellingShingle Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais
Lorena, Andréa Luiza Moreira
CNPQ::CIENCIAS EXATAS E DA TERRA::MATEMATICA
Educação Matemática
Pensamento computacional
Feedback automático
Educação Financeira
Pensamento financeiro
GeoGebra
Anos iniciais
Mathematical Education
Computational thinking
Automatic feedback
Financial Education
Financial thinking
GeoGebra
Early years
title_short Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais
title_full Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais
title_fullStr Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais
title_full_unstemmed Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais
title_sort Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais
author Lorena, Andréa Luiza Moreira
author_facet Lorena, Andréa Luiza Moreira
author_role author
dc.contributor.advisor1.fl_str_mv Abar, Celina Aparecida Almeida Pereira
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/3477699398066713
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0728030037156875
dc.contributor.author.fl_str_mv Lorena, Andréa Luiza Moreira
contributor_str_mv Abar, Celina Aparecida Almeida Pereira
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS EXATAS E DA TERRA::MATEMATICA
topic CNPQ::CIENCIAS EXATAS E DA TERRA::MATEMATICA
Educação Matemática
Pensamento computacional
Feedback automático
Educação Financeira
Pensamento financeiro
GeoGebra
Anos iniciais
Mathematical Education
Computational thinking
Automatic feedback
Financial Education
Financial thinking
GeoGebra
Early years
dc.subject.por.fl_str_mv Educação Matemática
Pensamento computacional
Feedback automático
Educação Financeira
Pensamento financeiro
GeoGebra
Anos iniciais
dc.subject.eng.fl_str_mv Mathematical Education
Computational thinking
Automatic feedback
Financial Education
Financial thinking
GeoGebra
Early years
description This research aims to investigate Computational Thinking skills present in the application of activities with automatic feedback in the context of Mathematics Education and Financial Education, aiming to develop mathematical concepts and interdisciplinary knowledge inherent to the financial context for third-year elementary school students in the city of Porto, Portugal. The study began with the author's participation, in partnership with a primary school teacher at a Portuguese public school, in a teacher training program involving Computational Thinking. The objective was to develop activities with automatic feedback using GeoGebra software. For this research, we sought to utilize Computational Thinking skills in the process of constructing activities with automatic feedback by teachers and to identify these skills during the application of the applet to students. Methodological aspects of action research, the qualitative and participatory nature of the research, a literature review of the concepts involved, and analysis of data produced during the application of this resource in the classroom were considered. The application of the applet with automatic feedback, built in GeoGebra software, enabled the analysis to identify Computational Thinking skills in the context of Financial Education, such as decomposition, pattern identification, abstraction, comparison, algorithm creation, and debugging, as well as to relate them to Financial Thinking competencies. Relationships between Computational Thinking skills and the formative assessment process, with automatic feedback, were observed, considering the systemic and integrated vision that both suggest. Automatic feedback has been shown to contribute to the development of these skills, to the redefinition of the student's relationship with error, and to the development of mathematical concepts considered in the applet's development, involving prior knowledge of non-negative integers, counting processes, numerical relationships, mental calculations, among others. By developing Computational Thinking in the context of Financial Education, we believe that analytical and critical capacity regarding the financial system can be enhanced, reducing emotional biases through the development of logic and promoting more informed choices in this context. We understand that new research on the development of Computational Thinking in the financial context, as well as topics that reflect cognitive processes and teaching and learning processes, are important for developing innovative teaching practices that embrace different ways of thinking and seeing the world. We hope this study encourages other teachers to adopt the procedures described to improve their practice, and that initial and continuing education processes consider the importance of fostering collaborative actions and sharing networks, with the exchange of ideas and experiences among teachers, including professionals with different backgrounds and areas of expertise
publishDate 2025
dc.date.accessioned.fl_str_mv 2025-10-15T17:56:33Z
dc.date.available.fl_str_mv 2025-10-15T17:56:33Z
dc.date.issued.fl_str_mv 2025-08-28
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 Lorena, Andréa Luiza Moreira. Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais. 2025. Dissertação (Mestrado em Educação Matemática) - Programa de Pós-Graduação em Educação Matemática da Pontifícia Universidade Católica de São Paulo, São Paulo, 2025.
dc.identifier.uri.fl_str_mv https://repositorio.pucsp.br/jspui/handle/handle/45347
identifier_str_mv Lorena, Andréa Luiza Moreira. Habilidades do pensamento computacional e feedback automático no contexto da Educação Financeira nos anos iniciais. 2025. Dissertação (Mestrado em Educação Matemática) - Programa de Pós-Graduação em Educação Matemática da Pontifícia Universidade Católica de São Paulo, São Paulo, 2025.
url https://repositorio.pucsp.br/jspui/handle/handle/45347
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dc.publisher.none.fl_str_mv Pontifícia Universidade Católica de São Paulo
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Educação Matemática
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dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Faculdade de Ciências Exatas e Tecnologia
publisher.none.fl_str_mv Pontifícia Universidade Católica de São Paulo
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