Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot

Detalhes bibliográficos
Ano de defesa: 2025
Autor(a) principal: Diniz, Mateus da Cunha Santos
Orientador(a): Mateus, Marta Élid Amorim
Banca de defesa: Não Informado pela instituição
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Não Informado pela instituição
Programa de Pós-Graduação: Mestrado Profissional em Matemática
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: https://ri.ufs.br/jspui/handle/riufs/22432
Resumo: The work aims to investigate the difficulties encountered by basic education students in the construction and interpretation of bar, sector and box-plot graphs in a high school class regarding the reading, interpretation and construction of sector and box-plot graphs.The research is qualitative in nature and, to collect data, we developed and applied a sequence of activities with a high school class from a state school in Alagoas, in which the students had to calculate their Body Mass Index (BMI). The class was divided into four groups with a total of 29 students, in which they shared their weight and height data. Based on this information, they calculated measures of central tendency, such as arithmetic mean, mode and median. They also calculated the first, second and third quartiles. At the end of the activity, the students produced bar graphs, pie charts and box-plots. This process allowed them to understand, in practice, fundamental statistical concepts. However, we found that, although pie charts are the most well-known, students do not associate the percentage of the parts with the correct measurement of the angle, and are somewhat easy to read and interpret, but have many difficulties in constructing them. Specifically, we observed that students were able to identify the proportions represented in pie charts, but faced challenges when trying to construct these charts from raw data, especially with regard to converting percentages into angles. This suggests a gap in understanding the relationship between the part and the whole, as well as in the practical application of basic mathematical concepts, such as the rule of three, to construct the charts. On the other hand, in situations that addressed the box-plot, possibly because it is not a common chart for the group, students demonstrated greater care with the scales and calculation of the measurements. The box-plot, by its nature, requires a more detailed understanding of the measures of dispersion, such as quartiles and outliers, which seems to have encouraged students to pay more attention to the mathematical details involved. Despite being a less familiar graph, the students' careful approach suggests that the complexity of the box-plot may have served as a motivator for a more rigorous analysis of the data. In addition, the hands-on activity of calculating BMI and working with real data from the students themselves appears to have increased the group's engagement and motivation. Contextualizing statistical concepts with an everyday application, such as health and the human body, facilitated the understanding of abstract concepts. However, we observed that some students still had difficulty interpreting measures of dispersion, such as the interquartile range, and relating these measures to the graphical representation in the box-plot. In summary, the research showed that, although students demonstrated progress in understanding basic statistical concepts, such as measures of central tendency and reading graphs, there are still significant challenges in constructing and interpreting more complex graphs, such as the box- plot, and in the practical application of mathematical concepts to construct pie charts. This reinforces the need for pedagogical approaches that integrate theory and practice more consistently, as well as emphasizing the importance of contextualized activities that promote statistical literacy in a meaningful way for students.
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spelling Diniz, Mateus da Cunha SantosMateus, Marta Élid AmorimCosta, Silvânia da Silva2025-06-11T13:50:40Z2025-06-11T13:50:40Z2025-05-09DINIZ, Mateus da Cunha Santos. Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot. 2025. 87 f. Dissertação (Mestrado Profissional em Matemática) – Universidade Federal de Sergipe, Itabaiana, 2025.https://ri.ufs.br/jspui/handle/riufs/22432The work aims to investigate the difficulties encountered by basic education students in the construction and interpretation of bar, sector and box-plot graphs in a high school class regarding the reading, interpretation and construction of sector and box-plot graphs.The research is qualitative in nature and, to collect data, we developed and applied a sequence of activities with a high school class from a state school in Alagoas, in which the students had to calculate their Body Mass Index (BMI). The class was divided into four groups with a total of 29 students, in which they shared their weight and height data. Based on this information, they calculated measures of central tendency, such as arithmetic mean, mode and median. They also calculated the first, second and third quartiles. At the end of the activity, the students produced bar graphs, pie charts and box-plots. This process allowed them to understand, in practice, fundamental statistical concepts. However, we found that, although pie charts are the most well-known, students do not associate the percentage of the parts with the correct measurement of the angle, and are somewhat easy to read and interpret, but have many difficulties in constructing them. Specifically, we observed that students were able to identify the proportions represented in pie charts, but faced challenges when trying to construct these charts from raw data, especially with regard to converting percentages into angles. This suggests a gap in understanding the relationship between the part and the whole, as well as in the practical application of basic mathematical concepts, such as the rule of three, to construct the charts. On the other hand, in situations that addressed the box-plot, possibly because it is not a common chart for the group, students demonstrated greater care with the scales and calculation of the measurements. The box-plot, by its nature, requires a more detailed understanding of the measures of dispersion, such as quartiles and outliers, which seems to have encouraged students to pay more attention to the mathematical details involved. Despite being a less familiar graph, the students' careful approach suggests that the complexity of the box-plot may have served as a motivator for a more rigorous analysis of the data. In addition, the hands-on activity of calculating BMI and working with real data from the students themselves appears to have increased the group's engagement and motivation. Contextualizing statistical concepts with an everyday application, such as health and the human body, facilitated the understanding of abstract concepts. However, we observed that some students still had difficulty interpreting measures of dispersion, such as the interquartile range, and relating these measures to the graphical representation in the box-plot. In summary, the research showed that, although students demonstrated progress in understanding basic statistical concepts, such as measures of central tendency and reading graphs, there are still significant challenges in constructing and interpreting more complex graphs, such as the box- plot, and in the practical application of mathematical concepts to construct pie charts. This reinforces the need for pedagogical approaches that integrate theory and practice more consistently, as well as emphasizing the importance of contextualized activities that promote statistical literacy in a meaningful way for students.O trabalho tem por objetivo investigar as dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot. Para atingir tal objetivo, utilizamos como fundamento teórico o Letramento Estatístico de Gal (2002), com foco nos elementos de conhecimento e disposicionais. A pesquisa é de caráter qualitativo e, para a coleta dos dados, elaboramos e aplicamos uma sequência de atividades com uma turma do ensino médio de uma escola estadual de Alagoas, na qual os alunos tiveram que calcular o Índice de Massa Corporal (IMC) dos colegas de classe, classificá-lo de acordo com as faixas estabelecidas pela Organização Mundial de Saúde (OMS) e construir gráficos. A turma, num total de 29 alunos, foi dividida em quatro grupos, que compartilharam seus dados de peso e altura e, a partir destas informações, calcularam os IMC, as medidas de tendência central (média aritmética, moda e mediana), e também os demais quartis. Ao final da atividade, os alunos produziram gráficos de barras, gráficos de setores e box-plot. Esse processo permitiu que compreendessem, na prática, conceitos estatísticos fundamentais. No entanto, identificamos que houveram lacunas, tais como a construção da escala e a não associação do percentual das partes com a medida correta do ângulo central do círculo, no caso dos gráficos de barras e setores, respectivamente, apesar destas representações já serem conhecidas. Isso sugere uma dificuldade no entendimento da relação entre a parte e o todo, bem como na aplicação prática de conceitos matemáticos básicos, como a regra de três. Nota- se que os discentes tinham em mente possíveis interpretações para os dados coletados, tais como a prevalência de IMC dentro da classificação normal, contudo, não conseguiram construir corretamente tais gráficos. Quanto ao box-plot, gráfico menos familiar para os alunos, notou-se uma abordagem cuidadosa dos alunos, sem, contudo observar-se mais uma vez a proporcionalidade e a escala. Novamente os alunos possuíam a noção da distribuição dos dados e sua variabilidade, mas não conseguiram transpor isso em forma de representação gráfica, no caso, em forma de box-plot, trazendo apenas uma figura de caixa, com os bigodes, característico deste tipo de gráfico e os valores encontrados para os quartis, mas sem a proporcionalidade necessária para a devida construção. Já a atividade prática de calcular o IMC e trabalhar com dados reais dos próprios alunos parece ter aumentado o engajamento e a motivação dos grupos. A contextualização dos conceitos estatísticos com uma aplicação do cotidiano, como a saúde e o corpo humano, facilitou a compreensão dos conceitos abstratos. Em síntese, a pesquisa evidenciou que, embora os estudantes tenham demonstrado progresso na compreensão de conceitos estatísticos básicos, como medidas de tendência central, ainda há desafios significativos na construção e interpretação de gráficos estatísticos. Isso reforça a necessidade de abordagens pedagógicas que integrem teoria e prática de forma mais consistente, além de enfatizar a importância de atividades contextualizadas que promovam o letramento estatístico de maneira significativa para os estudantes.ItabaianaporLetramento estatísticoSequência de atividadesGráficosMedidas de tendência centralMatemáticaEducação básicaEstatísticaStatistical literacySequence of activitiesGraphsMeasures of central tendencyCIENCIAS EXATAS E DA TERRA::MATEMATICADificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plotinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisMestrado Profissional em Matemáticareponame:Repositório Institucional da UFSinstname:Universidade Federal de Sergipe (UFS)instacron:UFSinfo:eu-repo/semantics/openAccessLICENSElicense.txtlicense.txttext/plain; charset=utf-81475https://ri.ufs.br/jspui/bitstream/riufs/22432/1/license.txt098cbbf65c2c15e1fb2e49c5d306a44cMD51ORIGINALMATEUS_CUNHA_SANTOS_DINIZ.pdfMATEUS_CUNHA_SANTOS_DINIZ.pdfapplication/pdf1403811https://ri.ufs.br/jspui/bitstream/riufs/22432/2/MATEUS_CUNHA_SANTOS_DINIZ.pdf340dd5583726aaf366107cbc8dc7ef37MD52riufs/224322025-06-11 11:12:08.15oai:oai:ri.ufs.br:repo_01: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Repositório InstitucionalPUBhttps://ri.ufs.br/oai/requestrepositorio@academico.ufs.bropendoar:2025-06-11T14:12:08Repositório Institucional da UFS - Universidade Federal de Sergipe (UFS)false
dc.title.pt_BR.fl_str_mv Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot
title Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot
spellingShingle Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot
Diniz, Mateus da Cunha Santos
Letramento estatístico
Sequência de atividades
Gráficos
Medidas de tendência central
Matemática
Educação básica
Estatística
Statistical literacy
Sequence of activities
Graphs
Measures of central tendency
CIENCIAS EXATAS E DA TERRA::MATEMATICA
title_short Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot
title_full Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot
title_fullStr Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot
title_full_unstemmed Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot
title_sort Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot
author Diniz, Mateus da Cunha Santos
author_facet Diniz, Mateus da Cunha Santos
author_role author
dc.contributor.author.fl_str_mv Diniz, Mateus da Cunha Santos
dc.contributor.advisor1.fl_str_mv Mateus, Marta Élid Amorim
dc.contributor.advisor-co1.fl_str_mv Costa, Silvânia da Silva
contributor_str_mv Mateus, Marta Élid Amorim
Costa, Silvânia da Silva
dc.subject.por.fl_str_mv Letramento estatístico
Sequência de atividades
Gráficos
Medidas de tendência central
Matemática
Educação básica
Estatística
topic Letramento estatístico
Sequência de atividades
Gráficos
Medidas de tendência central
Matemática
Educação básica
Estatística
Statistical literacy
Sequence of activities
Graphs
Measures of central tendency
CIENCIAS EXATAS E DA TERRA::MATEMATICA
dc.subject.eng.fl_str_mv Statistical literacy
Sequence of activities
Graphs
Measures of central tendency
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::MATEMATICA
description The work aims to investigate the difficulties encountered by basic education students in the construction and interpretation of bar, sector and box-plot graphs in a high school class regarding the reading, interpretation and construction of sector and box-plot graphs.The research is qualitative in nature and, to collect data, we developed and applied a sequence of activities with a high school class from a state school in Alagoas, in which the students had to calculate their Body Mass Index (BMI). The class was divided into four groups with a total of 29 students, in which they shared their weight and height data. Based on this information, they calculated measures of central tendency, such as arithmetic mean, mode and median. They also calculated the first, second and third quartiles. At the end of the activity, the students produced bar graphs, pie charts and box-plots. This process allowed them to understand, in practice, fundamental statistical concepts. However, we found that, although pie charts are the most well-known, students do not associate the percentage of the parts with the correct measurement of the angle, and are somewhat easy to read and interpret, but have many difficulties in constructing them. Specifically, we observed that students were able to identify the proportions represented in pie charts, but faced challenges when trying to construct these charts from raw data, especially with regard to converting percentages into angles. This suggests a gap in understanding the relationship between the part and the whole, as well as in the practical application of basic mathematical concepts, such as the rule of three, to construct the charts. On the other hand, in situations that addressed the box-plot, possibly because it is not a common chart for the group, students demonstrated greater care with the scales and calculation of the measurements. The box-plot, by its nature, requires a more detailed understanding of the measures of dispersion, such as quartiles and outliers, which seems to have encouraged students to pay more attention to the mathematical details involved. Despite being a less familiar graph, the students' careful approach suggests that the complexity of the box-plot may have served as a motivator for a more rigorous analysis of the data. In addition, the hands-on activity of calculating BMI and working with real data from the students themselves appears to have increased the group's engagement and motivation. Contextualizing statistical concepts with an everyday application, such as health and the human body, facilitated the understanding of abstract concepts. However, we observed that some students still had difficulty interpreting measures of dispersion, such as the interquartile range, and relating these measures to the graphical representation in the box-plot. In summary, the research showed that, although students demonstrated progress in understanding basic statistical concepts, such as measures of central tendency and reading graphs, there are still significant challenges in constructing and interpreting more complex graphs, such as the box- plot, and in the practical application of mathematical concepts to construct pie charts. This reinforces the need for pedagogical approaches that integrate theory and practice more consistently, as well as emphasizing the importance of contextualized activities that promote statistical literacy in a meaningful way for students.
publishDate 2025
dc.date.accessioned.fl_str_mv 2025-06-11T13:50:40Z
dc.date.available.fl_str_mv 2025-06-11T13:50:40Z
dc.date.issued.fl_str_mv 2025-05-09
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dc.identifier.citation.fl_str_mv DINIZ, Mateus da Cunha Santos. Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot. 2025. 87 f. Dissertação (Mestrado Profissional em Matemática) – Universidade Federal de Sergipe, Itabaiana, 2025.
dc.identifier.uri.fl_str_mv https://ri.ufs.br/jspui/handle/riufs/22432
identifier_str_mv DINIZ, Mateus da Cunha Santos. Dificuldades encontradas por discentes da educação básica na construção e interpretação de gráficos de barras, setores e box-plot. 2025. 87 f. Dissertação (Mestrado Profissional em Matemática) – Universidade Federal de Sergipe, Itabaiana, 2025.
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