UNILAB students’ academic performance differentials: an analysis on quantil regressions

Detalhes bibliográficos
Autor(a) principal: Santos, Antônio Célio Ferreira dos
Data de Publicação: 2022
Outros Autores: Tabosa, Francisco José Silva, Reis, José Newton Pires, Castelar, Pablo Urano de Carvalho, Trompieri Neto, Nicolino, Amorim, Domingos Isaias Maia
Tipo de documento: Artigo
Idioma: por
Título da fonte: Research, Society and Development
Texto Completo: https://rsdjournal.org/index.php/rsd/article/view/23948
Resumo: This work aims to detect effects on the quantiles of the distribution of the educational development index (IDE - Educational Development Index) for the case of the Universidade da Integração Internacional da Lusofonia Afro-Brasileira (UNILAB), allowing to identify and verify whether a given factor has greater effect on students with high, medium or low academic performance. For this purpose, the Quantile Regression methodology was used, with data from UNILAB students for the 2018.1 semester. Among the main results, it was found that the in person classes modality has a positive effect on the IDE, such that the best performances are from students with the highest IDE; in addition, better performance was also observed in the case of women. On the other hand, the fact of living in the municipality of Redenção, where the University is located, had the opposite of what was expected, that is, living in the city seems to have a negative impact on the student's income.
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spelling UNILAB students’ academic performance differentials: an analysis on quantil regressionsDiferenciales de desempeño académico de estudiantes de UNILAB: un análisis sobre regresiones cuantilesDiferenciais de desempenho acadêmico dos alunos da UNILAB: uma análise sobre regressões quantílicasQuantile regressionAcademic achievementUNILAB.Logro académicoRegresión cuantílicaUNILAB.Regressão QuantílicaDesempenho acadêmicoUNILAB.This work aims to detect effects on the quantiles of the distribution of the educational development index (IDE - Educational Development Index) for the case of the Universidade da Integração Internacional da Lusofonia Afro-Brasileira (UNILAB), allowing to identify and verify whether a given factor has greater effect on students with high, medium or low academic performance. For this purpose, the Quantile Regression methodology was used, with data from UNILAB students for the 2018.1 semester. Among the main results, it was found that the in person classes modality has a positive effect on the IDE, such that the best performances are from students with the highest IDE; in addition, better performance was also observed in the case of women. On the other hand, the fact of living in the municipality of Redenção, where the University is located, had the opposite of what was expected, that is, living in the city seems to have a negative impact on the student's income.Este trabajo tiene como objetivo detectar efectos sobre los cuantiles de la distribución del índice de desarrollo educativo (IDE - Educational Development Index) para el caso de la Universidad de Integración Internacional de la Lusofonia Afrobrasileña (UNILAB), permitiendo identificar y verificar si un determinado factor tiene mayor efecto en estudiantes con rendimiento académico alto, medio o bajo. Para ello se utilizó la metodología de Regresión Cuantil, con datos de estudiantes de UNILAB para el semestre 2018.1. Entre los principales resultados, se encontró que la modalidad presencia tiene un efecto positivo en la IED, de manera que los mejores desempeños son de los estudiantes con mayor IED; además, también se observó un mejor desempeño en el caso de las mujeres. Por otro lado, el hecho de vivir en el municipio de Redenção, donde se ubica la Universidad, tuvo lo contrario de lo esperado, es decir, vivir en la ciudad parece tener un impacto negativo en los ingresos de los estudiantes.Este trabalho tem como objetivo detectar efeitos nos quantis da distribuição do índice de desenvolvimento educacional (IDE – Índice de Desenvolvimento Educacional) para o caso da Universidade da Integração Internacional da Lusofonia Afro-Brasileira (UNILAB), permitindo identificar e verificar se determinado fator tem maior efeito em estudantes de alto, médio ou baixo desempenho acadêmico. Utilizou-se, para esse propósito, a metodologia de Regressões Quantílicas, com dados dos alunos da UNILAB para o semestre 2018.1. Dentre os principais resultados, constatou-se que a modalidade presencial tem um efeito positivo no IDE, tal que os melhores desempenhos são dos alunos com maior IDE; além disso, melhor desempenho também foi observado no caso das mulheres. Por outro lado, o fato de residir no município de Redenção, onde fica a Universidade, teve como resultado o inverso do esperado, ou seja, morar na cidade parecer ter impacto negativo no rendimento do discente.Research, Society and Development2022-01-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://rsdjournal.org/index.php/rsd/article/view/2394810.33448/rsd-v11i1.23948Research, Society and Development; Vol. 11 No. 1; e0111123948Research, Society and Development; Vol. 11 Núm. 1; e0111123948Research, Society and Development; v. 11 n. 1; e01111239482525-3409reponame:Research, Society and Developmentinstname:Universidade Federal de Itajubá (UNIFEI)instacron:UNIFEIporhttps://rsdjournal.org/index.php/rsd/article/view/23948/21592Copyright (c) 2022 Antônio Célio Ferreira dos Santos; Francisco José Silva Tabosa; José Newton Pires Reis; Pablo Urano de Carvalho Castelar; Nicolino Trompieri Neto; Domingos Isaias Maia Amorimhttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessSantos, Antônio Célio Ferreira dosTabosa, Francisco José Silva Reis, José Newton Pires Castelar, Pablo Urano de Carvalho Trompieri Neto, NicolinoAmorim, Domingos Isaias Maia2022-01-16T18:08:18Zoai:ojs.pkp.sfu.ca:article/23948Revistahttps://rsdjournal.org/index.php/rsd/indexPUBhttps://rsdjournal.org/index.php/rsd/oairsd.articles@gmail.com2525-34092525-3409opendoar:2024-01-17T09:42:39.892164Research, Society and Development - Universidade Federal de Itajubá (UNIFEI)false
dc.title.none.fl_str_mv UNILAB students’ academic performance differentials: an analysis on quantil regressions
Diferenciales de desempeño académico de estudiantes de UNILAB: un análisis sobre regresiones cuantiles
Diferenciais de desempenho acadêmico dos alunos da UNILAB: uma análise sobre regressões quantílicas
title UNILAB students’ academic performance differentials: an analysis on quantil regressions
spellingShingle UNILAB students’ academic performance differentials: an analysis on quantil regressions
Santos, Antônio Célio Ferreira dos
Quantile regression
Academic achievement
UNILAB.
Logro académico
Regresión cuantílica
UNILAB.
Regressão Quantílica
Desempenho acadêmico
UNILAB.
title_short UNILAB students’ academic performance differentials: an analysis on quantil regressions
title_full UNILAB students’ academic performance differentials: an analysis on quantil regressions
title_fullStr UNILAB students’ academic performance differentials: an analysis on quantil regressions
title_full_unstemmed UNILAB students’ academic performance differentials: an analysis on quantil regressions
title_sort UNILAB students’ academic performance differentials: an analysis on quantil regressions
author Santos, Antônio Célio Ferreira dos
author_facet Santos, Antônio Célio Ferreira dos
Tabosa, Francisco José Silva
Reis, José Newton Pires
Castelar, Pablo Urano de Carvalho
Trompieri Neto, Nicolino
Amorim, Domingos Isaias Maia
author_role author
author2 Tabosa, Francisco José Silva
Reis, José Newton Pires
Castelar, Pablo Urano de Carvalho
Trompieri Neto, Nicolino
Amorim, Domingos Isaias Maia
author2_role author
author
author
author
author
dc.contributor.author.fl_str_mv Santos, Antônio Célio Ferreira dos
Tabosa, Francisco José Silva
Reis, José Newton Pires
Castelar, Pablo Urano de Carvalho
Trompieri Neto, Nicolino
Amorim, Domingos Isaias Maia
dc.subject.por.fl_str_mv Quantile regression
Academic achievement
UNILAB.
Logro académico
Regresión cuantílica
UNILAB.
Regressão Quantílica
Desempenho acadêmico
UNILAB.
topic Quantile regression
Academic achievement
UNILAB.
Logro académico
Regresión cuantílica
UNILAB.
Regressão Quantílica
Desempenho acadêmico
UNILAB.
description This work aims to detect effects on the quantiles of the distribution of the educational development index (IDE - Educational Development Index) for the case of the Universidade da Integração Internacional da Lusofonia Afro-Brasileira (UNILAB), allowing to identify and verify whether a given factor has greater effect on students with high, medium or low academic performance. For this purpose, the Quantile Regression methodology was used, with data from UNILAB students for the 2018.1 semester. Among the main results, it was found that the in person classes modality has a positive effect on the IDE, such that the best performances are from students with the highest IDE; in addition, better performance was also observed in the case of women. On the other hand, the fact of living in the municipality of Redenção, where the University is located, had the opposite of what was expected, that is, living in the city seems to have a negative impact on the student's income.
publishDate 2022
dc.date.none.fl_str_mv 2022-01-01
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/23948
10.33448/rsd-v11i1.23948
url https://rsdjournal.org/index.php/rsd/article/view/23948
identifier_str_mv 10.33448/rsd-v11i1.23948
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://rsdjournal.org/index.php/rsd/article/view/23948/21592
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. 1; e0111123948
Research, Society and Development; Vol. 11 Núm. 1; e0111123948
Research, Society and Development; v. 11 n. 1; e0111123948
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
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