Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos

Detalhes bibliográficos
Autor(a) principal: Moriconi, Gabriela Miranda
Data de Publicação: 2012
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional do FGV (FGV Repositório Digital)
Texto Completo: http://hdl.handle.net/10438/9620
Resumo: Given the importante of teachers to the educational process and availability of data for estimating measures of teacher effectiveness, understood as the ability to produce results in terms of student learning, this study sought to apply a value-added model to estimate and analyse the effectiveness of a sample of teachers who taught fourth grade in São Paulo’s municipal schools. We obtained evidence that variation in teacher effectiveness explains about 9% of the variation in students scores from the analysed sample, less than the variation in student background variables, aorund 15%, but more than variation in school variables, around 5%. For estimating teacher individual effects, results indicate that an increase of one standard-deviation in teacher effects would lead to a minimum increase of 0,062 standard deviation on student scores on Portuguese and 0,049 standard deviation on Mathematics, which represent 2,79 points in Portuguese and 2,20 points in Mathematics. In the analysis of factors associated to the teacher effects were found positive associations between the following variables and teacher effects: time devoted to teaching job out of the school, how often the teacher asks homework, and use of Learning and Support Workbooks. The analysis of reliability and stability of estimated teacher effect measurements indicate that this data have a limited capacity to support recommendations regarding personnel policies, but allow to identify that about 13% of the teachers had different effects from the estimated average. Given this distinction, these teachers are the ideal target to future research on their teaching practices, especially on the factors for which we observed a positive association with the estimated teacher effects.
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spelling Moriconi, Gabriela MirandaEscolas::EAESPSouza, André Portela Fernandes deSoares, José FranciscoLouzano, Paula Baptista JorgeFernandes, ReynaldoMarconi, Nelson2012-04-12T18:22:22Z2012-04-12T18:22:22Z2012-03-21MORICONI, Gabriela Miranda. Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos. Tese (Doutorado em Administração Pública e Governo) - FGV - Fundação Getúlio Vargas, São Paulo, 2012.http://hdl.handle.net/10438/9620Given the importante of teachers to the educational process and availability of data for estimating measures of teacher effectiveness, understood as the ability to produce results in terms of student learning, this study sought to apply a value-added model to estimate and analyse the effectiveness of a sample of teachers who taught fourth grade in São Paulo’s municipal schools. We obtained evidence that variation in teacher effectiveness explains about 9% of the variation in students scores from the analysed sample, less than the variation in student background variables, aorund 15%, but more than variation in school variables, around 5%. For estimating teacher individual effects, results indicate that an increase of one standard-deviation in teacher effects would lead to a minimum increase of 0,062 standard deviation on student scores on Portuguese and 0,049 standard deviation on Mathematics, which represent 2,79 points in Portuguese and 2,20 points in Mathematics. In the analysis of factors associated to the teacher effects were found positive associations between the following variables and teacher effects: time devoted to teaching job out of the school, how often the teacher asks homework, and use of Learning and Support Workbooks. The analysis of reliability and stability of estimated teacher effect measurements indicate that this data have a limited capacity to support recommendations regarding personnel policies, but allow to identify that about 13% of the teachers had different effects from the estimated average. Given this distinction, these teachers are the ideal target to future research on their teaching practices, especially on the factors for which we observed a positive association with the estimated teacher effects.Dadas a importância dos professores para o processo educacional e a disponibilidade de dados para a estimação de medidas de eficácia dos professores, entendida como a capacidade em produzir resultados em termos da aprendizagem dos alunos, este trabalho buscou aplicar um modelo de valor agregado para estimar e analisar a eficácia de uma amostra dos professores que lecionaram para a 4ª série da rede municipal de ensino de São Paulo no ano de 2010. Obtivemos evidências de que a variação na eficácia dos professores explicaria cerca de 9% da variação nas notas dos alunos da amostra analisada, menos do que a variação nas variáveis de background dos alunos, em torno de 15%, mas mais do que a variação nas variáveis de escola, em torno de 5%. Na estimação dos efeitos professor individuais, os resultados indicam que um aumento de um desvio-padrão nos efeitos professor levaria a um aumento de, no mínimo, 0,062 desvio-padrão na proficiência dos alunos em Língua Portuguesa e 0,049 desvio-padrão em Matemática, que correspondem a, 2,79 pontos em Língua Portuguesa e 2,20 pontos em Matemática. Na análise dos fatores associados aos efeitos professor estimados, foram encontradas associações positivas entre as seguintes variáveis e os efeitos professor: o tempo dedicado ao trabalho pedagógico fora da escola, a freqüência com que o professor passa lição de casa e o uso dos Cadernos de Apoio e Aprendizagem. As análises acerca da confiabilidade e da estabilidade das medidas de efeito professor estimadas indicam que os dados utilizados têm uma capacidade limitada para subsidiar recomendações em relação às políticas de pessoal, porém permitem identificar que cerca de 13% dos professores tiveram efeitos estimados distintos da média. Dada essa distinção, esses professores são o público ideal para pesquisas futuras sobre suas práticas docentes, em especial sobre os fatores para os quais foi observada uma associação positiva com os efeitos professor estimados.porEffectivenessTeacher effectsValue-added modelsEficáciaEfeito professorModelos de valor agregadoAdministração públicaEnsino fundamental - São Paulo (SP)Escolas públicas - São Paulo (SP)Professores - AvaliaçãoValor adicionadoMedindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisreponame:Repositório Institucional do FGV (FGV Repositório Digital)instname:Fundação Getulio Vargas (FGV)instacron:FGVinfo:eu-repo/semantics/openAccessORIGINALTese_versão_para_impressão.pdfTese_versão_para_impressão.pdfTese 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
dc.title.por.fl_str_mv Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos
title Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos
spellingShingle Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos
Moriconi, Gabriela Miranda
Effectiveness
Teacher effects
Value-added models
Eficácia
Efeito professor
Modelos de valor agregado
Administração pública
Ensino fundamental - São Paulo (SP)
Escolas públicas - São Paulo (SP)
Professores - Avaliação
Valor adicionado
title_short Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos
title_full Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos
title_fullStr Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos
title_full_unstemmed Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos
title_sort Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos
author Moriconi, Gabriela Miranda
author_facet Moriconi, Gabriela Miranda
author_role author
dc.contributor.unidadefgv.por.fl_str_mv Escolas::EAESP
dc.contributor.member.none.fl_str_mv Souza, André Portela Fernandes de
Soares, José Francisco
Louzano, Paula Baptista Jorge
Fernandes, Reynaldo
dc.contributor.author.fl_str_mv Moriconi, Gabriela Miranda
dc.contributor.advisor1.fl_str_mv Marconi, Nelson
contributor_str_mv Marconi, Nelson
dc.subject.eng.fl_str_mv Effectiveness
Teacher effects
Value-added models
topic Effectiveness
Teacher effects
Value-added models
Eficácia
Efeito professor
Modelos de valor agregado
Administração pública
Ensino fundamental - São Paulo (SP)
Escolas públicas - São Paulo (SP)
Professores - Avaliação
Valor adicionado
dc.subject.por.fl_str_mv Eficácia
Efeito professor
Modelos de valor agregado
dc.subject.area.por.fl_str_mv Administração pública
dc.subject.bibliodata.por.fl_str_mv Ensino fundamental - São Paulo (SP)
Escolas públicas - São Paulo (SP)
Professores - Avaliação
Valor adicionado
description Given the importante of teachers to the educational process and availability of data for estimating measures of teacher effectiveness, understood as the ability to produce results in terms of student learning, this study sought to apply a value-added model to estimate and analyse the effectiveness of a sample of teachers who taught fourth grade in São Paulo’s municipal schools. We obtained evidence that variation in teacher effectiveness explains about 9% of the variation in students scores from the analysed sample, less than the variation in student background variables, aorund 15%, but more than variation in school variables, around 5%. For estimating teacher individual effects, results indicate that an increase of one standard-deviation in teacher effects would lead to a minimum increase of 0,062 standard deviation on student scores on Portuguese and 0,049 standard deviation on Mathematics, which represent 2,79 points in Portuguese and 2,20 points in Mathematics. In the analysis of factors associated to the teacher effects were found positive associations between the following variables and teacher effects: time devoted to teaching job out of the school, how often the teacher asks homework, and use of Learning and Support Workbooks. The analysis of reliability and stability of estimated teacher effect measurements indicate that this data have a limited capacity to support recommendations regarding personnel policies, but allow to identify that about 13% of the teachers had different effects from the estimated average. Given this distinction, these teachers are the ideal target to future research on their teaching practices, especially on the factors for which we observed a positive association with the estimated teacher effects.
publishDate 2012
dc.date.accessioned.fl_str_mv 2012-04-12T18:22:22Z
dc.date.available.fl_str_mv 2012-04-12T18:22:22Z
dc.date.issued.fl_str_mv 2012-03-21
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
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dc.identifier.citation.fl_str_mv MORICONI, Gabriela Miranda. Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos. Tese (Doutorado em Administração Pública e Governo) - FGV - Fundação Getúlio Vargas, São Paulo, 2012.
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10438/9620
identifier_str_mv MORICONI, Gabriela Miranda. Medindo a eficácia dos professores: o uso de modelos de valor agregado para estimar o efeito do professor sobre o desempenho dos alunos. Tese (Doutorado em Administração Pública e Governo) - FGV - Fundação Getúlio Vargas, São Paulo, 2012.
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