Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysis
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Research, Society and Development |
Texto Completo: | https://rsdjournal.org/index.php/rsd/article/view/32893 |
Resumo: | ENADE is a mandatory assessment composed of the weighted average of the General Training grades - FG and Specific Components - CE that, in graduates of all graduations, measures performance in characteristics such as skills, content and professional competences about their courses. In this sense, in this work, the objective was to carry out a study with the general purpose of carrying out a statistical modeling in relation to the ENADE grade of the Mathematics course at the University of Pernambuco, identifying the patterns of variation of the grade obtained by the course and, after that, through simple regression analysis, predict values of future exam scores of these courses. For this, the existing relationships between two variables (grades and years) were described using a simple linear regression analysis, taking into account the regression line, Pearson's Correlation Coefficient, the Determination and Analysis of Waste. From the observed results, it was concluded that the ENADE grades tend to decrease over the years, since there is a negative linear relationship between the variables, this occurs even with all the CE grades and the Garanhuns grade in FG with a positive linear relationship. |
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Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysisFormación en matemática en la UPE: esquematización del curso de pregrado en los campus de Garanhuns, Nazaré da Mata y Petrolina utilizando análisis de regresión lineal simpleFormação em matemática na UPE: perfilando o curso de licenciatura do campus Garanhuns, Nazaré da Mata e Petrolina mediante a utilização da análise de regressão linear simplesENADERegressão Linear SimplesEnsino.ENADERegresión Lineal SimpleEnseñanza.ENADESimple Linear RegressionTeaching.ENADE is a mandatory assessment composed of the weighted average of the General Training grades - FG and Specific Components - CE that, in graduates of all graduations, measures performance in characteristics such as skills, content and professional competences about their courses. In this sense, in this work, the objective was to carry out a study with the general purpose of carrying out a statistical modeling in relation to the ENADE grade of the Mathematics course at the University of Pernambuco, identifying the patterns of variation of the grade obtained by the course and, after that, through simple regression analysis, predict values of future exam scores of these courses. For this, the existing relationships between two variables (grades and years) were described using a simple linear regression analysis, taking into account the regression line, Pearson's Correlation Coefficient, the Determination and Analysis of Waste. From the observed results, it was concluded that the ENADE grades tend to decrease over the years, since there is a negative linear relationship between the variables, this occurs even with all the CE grades and the Garanhuns grade in FG with a positive linear relationship.ENADE es una evaluación obligatoria compuesta por el promedio ponderado de las calificaciones de Formación General - FG y Componentes Específicos - CE que, en egresados de todas las carreras, mide el desempeño en características como habilidades, contenidos y competencias profesionales sobre sus cursos. En ese sentido, en este trabajo se tuvo como objetivo realizar un estudio con el propósito general de realizar una modelación estadística en relación a la nota ENADE del curso de Matemáticas de la Universidad de Pernambuco, identificando los patrones de variación de la nota obtenidos por el curso y, luego de eso, a través de análisis de regresión simple, predecir valores de puntajes de exámenes futuros de estos cursos. Para ello, se describieron las relaciones existentes entre dos variables (grados y años) mediante un análisis de regresión lineal simple, teniendo en cuenta la recta de regresión, el Coeficiente de Correlación de Pearson, la Determinación y Análisis de Residuos. De los resultados observados se concluyó que las notas de ENADE tienden a disminuir con los años, ya que existe una relación lineal negativa entre las variables, esto ocurre incluso con todas las notas de CE y la nota de Garanhuns en FG con una relación lineal positiva.O ENADE é uma avaliação obrigatória composta pela média ponderada das notas de Formação Geral - FG e Componentes Específicos - CE que, em concluintes de todas as graduações, mede o desempenho em características como habilidades, conteúdos e competências profissionais acerca de seus cursos. Nesse sentido, neste trabalho, objetivou-se realizar um estudo com o propósito geral de realizar uma modelagem estatística em relação à nota do ENADE do curso de Matemática da Universidade de Pernambuco, identificando os padrões de variação da nota obtida pelo curso e, após isso, através da análise de regressão simples, predizer valores das futuras notas desses cursos no exame. Para isso, foi descrito através de um modelo matemático as relações existentes entre duas variáveis (notas e anos) mediante a utilização da análise de regressão linear simples, foram levados em conta a reta de regressão, o Coeficiente de Correlação de Pearson, o Coeficiente de Determinação e a Análise dos Resíduos. A partir dos resultados observados concluiu-se que as notas do ENADE tendem a decrescer ao longo dos anos, já que há uma relação linear negativa entre as variáveis, isso ocorre mesmo tendo todas as notas de CE e a nota de Garanhuns em FG com uma relação linear positiva.Research, Society and Development2022-08-07info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/3289310.33448/rsd-v11i10.32893Research, Society and Development; Vol. 11 No. 10; e455111032893Research, Society and Development; Vol. 11 Núm. 10; e455111032893Research, Society and Development; v. 11 n. 10; e4551110328932525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/32893/27972Copyright (c) 2022 Letícia Karina Ramos de Lima; Dâmocles Aurélio Nascimento da Silva Alves; Daniel Nazário Gonçalves; Miriam Lecília Farias Ribeiro; Lauane Raimundo Cordeiro ; Mauricio Costa Goldfarb; Manoel Severino Ribeiro Neto; Arundo Nunes da Silva Júnior; Antônio Lopes Pessoa; Danielle Loureiro Rogeshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessLima, Letícia Karina Ramos deAlves, Dâmocles Aurélio Nascimento da Silva Gonçalves, Daniel Nazário Ribeiro, Miriam Lecília FariasCordeiro , Lauane Raimundo Goldfarb, Mauricio Costa Ribeiro Neto, Manoel SeverinoSilva Júnior, Arundo Nunes da Pessoa, Antônio Lopes Roges, Danielle Loureiro2022-08-12T22:23:03Zoai:ojs.pkp.sfu.ca:article/32893Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:48:43.820228Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false |
dc.title.none.fl_str_mv |
Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysis Formación en matemática en la UPE: esquematización del curso de pregrado en los campus de Garanhuns, Nazaré da Mata y Petrolina utilizando análisis de regresión lineal simple Formação em matemática na UPE: perfilando o curso de licenciatura do campus Garanhuns, Nazaré da Mata e Petrolina mediante a utilização da análise de regressão linear simples |
title |
Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysis |
spellingShingle |
Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysis Lima, Letícia Karina Ramos de ENADE Regressão Linear Simples Ensino. ENADE Regresión Lineal Simple Enseñanza. ENADE Simple Linear Regression Teaching. |
title_short |
Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysis |
title_full |
Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysis |
title_fullStr |
Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysis |
title_full_unstemmed |
Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysis |
title_sort |
Mathematics training at UPE: outlining the undergraduate course at the Garanhuns, Nazaré da Mata and Petrolina campuses using simple Linear regression analysis |
author |
Lima, Letícia Karina Ramos de |
author_facet |
Lima, Letícia Karina Ramos de Alves, Dâmocles Aurélio Nascimento da Silva Gonçalves, Daniel Nazário Ribeiro, Miriam Lecília Farias Cordeiro , Lauane Raimundo Goldfarb, Mauricio Costa Ribeiro Neto, Manoel Severino Silva Júnior, Arundo Nunes da Pessoa, Antônio Lopes Roges, Danielle Loureiro |
author_role |
author |
author2 |
Alves, Dâmocles Aurélio Nascimento da Silva Gonçalves, Daniel Nazário Ribeiro, Miriam Lecília Farias Cordeiro , Lauane Raimundo Goldfarb, Mauricio Costa Ribeiro Neto, Manoel Severino Silva Júnior, Arundo Nunes da Pessoa, Antônio Lopes Roges, Danielle Loureiro |
author2_role |
author author author author author author author author author |
dc.contributor.author.fl_str_mv |
Lima, Letícia Karina Ramos de Alves, Dâmocles Aurélio Nascimento da Silva Gonçalves, Daniel Nazário Ribeiro, Miriam Lecília Farias Cordeiro , Lauane Raimundo Goldfarb, Mauricio Costa Ribeiro Neto, Manoel Severino Silva Júnior, Arundo Nunes da Pessoa, Antônio Lopes Roges, Danielle Loureiro |
dc.subject.por.fl_str_mv |
ENADE Regressão Linear Simples Ensino. ENADE Regresión Lineal Simple Enseñanza. ENADE Simple Linear Regression Teaching. |
topic |
ENADE Regressão Linear Simples Ensino. ENADE Regresión Lineal Simple Enseñanza. ENADE Simple Linear Regression Teaching. |
description |
ENADE is a mandatory assessment composed of the weighted average of the General Training grades - FG and Specific Components - CE that, in graduates of all graduations, measures performance in characteristics such as skills, content and professional competences about their courses. In this sense, in this work, the objective was to carry out a study with the general purpose of carrying out a statistical modeling in relation to the ENADE grade of the Mathematics course at the University of Pernambuco, identifying the patterns of variation of the grade obtained by the course and, after that, through simple regression analysis, predict values of future exam scores of these courses. For this, the existing relationships between two variables (grades and years) were described using a simple linear regression analysis, taking into account the regression line, Pearson's Correlation Coefficient, the Determination and Analysis of Waste. From the observed results, it was concluded that the ENADE grades tend to decrease over the years, since there is a negative linear relationship between the variables, this occurs even with all the CE grades and the Garanhuns grade in FG with a positive linear relationship. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-08-07 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/32893 10.33448/rsd-v11i10.32893 |
url |
https://rsdjournal.org/index.php/rsd/article/view/32893 |
identifier_str_mv |
10.33448/rsd-v11i10.32893 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://rsdjournal.org/index.php/rsd/article/view/32893/27972 |
dc.rights.driver.fl_str_mv |
https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Research, Society and Development |
publisher.none.fl_str_mv |
Research, Society and Development |
dc.source.none.fl_str_mv |
Research, Society and Development; Vol. 11 No. 10; e455111032893 Research, Society and Development; Vol. 11 Núm. 10; e455111032893 Research, Society and Development; v. 11 n. 10; e455111032893 2525-3409 reponame:Research, Society and Development instname:Universidade Federal de Itajubá (UNIFEI) instacron:UNIFEI |
instname_str |
Universidade Federal de Itajubá (UNIFEI) |
instacron_str |
UNIFEI |
institution |
UNIFEI |
reponame_str |
Research, Society and Development |
collection |
Research, Society and Development |
repository.name.fl_str_mv |
Research, Society and Development - Universidade Federal de Itajubá (UNIFEI) |
repository.mail.fl_str_mv |
rsd.articles@gmail.com |
_version_ |
1797052719234547712 |