Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa Maria

Detalhes bibliográficos
Autor(a) principal: Stefanello, Marcelo Ambrosio
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Manancial - Repositório Digital da UFSM
Texto Completo: http://repositorio.ufsm.br/handle/1/30912
Resumo: Teaching load is an important input and one of the most discussed subjects in higher education institutions (HEIs), including the Federal University of Santa Maria (UFSM). In view of this, this research quantitatively studies the efficiency of the allocation of teaching load of UFSM Departments in the period from 2017 to 2021, specifically aiming to: 1) identify the Departments’ profile in relation to the resources used and results obtained to teaching load allocation; 2) estimate the efficiency of Departments and point out goals and benchmarks to those that are not efficient; and 3) verify changes in the efficiency of Departments along the time. For this, Data Envelopment Analysis (DEA) with variable returns to scale and product-oriented and the Malmquist Index was applied, operationalized by R language. 87 DMUs (86 Departments and the Academic Coordination of Cachoeira do Sul Campus) were highlighted, grouped into two clusters (C1-typical and C2- postgraduate emphasis). The analysis covered ten academic semesters (2017-1 to 2021-2) and ten variables, being one input (total teaching load per Department) and nine outputs (demands attended by the Departments). Considering the most recent semester analyzed (2021-2), 58 DMUs (66.67%) were efficient and 29 (33.33%) were non-efficient. The Department of Public Health (04.75) and the Department of Biochemistry and Molecular Biology (02.71) were the most efficient in their clusters (C1 and C2, respectively), while the Department of Performing Arts (08.40) and the Department of Social Sciences ( 06.55) were the least efficient (C1 and C2). Interestingly, no DMU showed an increasing return to scale, which means that there is no Department at UFSM that should increase its scale of operation. It was also found that 26 DMUs were consistently efficient in all semesters, and four in none. There was no occurrence of serious non-efficiency and only four occurrences of moderate non-efficiency in the ten semesters analyzed, appointing for balance and stability in the efficiency of UFSM Departments when allocating teaching load. The Malmquist Index highlighted the impact of the COVID-19 Pandemic on the productivity of DMUs that operate in a manner considered typical, with an emphasis on graduation (cluster C1), which in the first semester under the Pandemic (2020-1) there was a general reduction in productivity, influenced due to changes in the technical efficiency of DMUs (lower student participation), and in the following semester (2020-2) there was a general increase in productivity, influenced by technological changes (implementation of REDE regime). This phenomenon was not identified in the DMUs that work more actively at postgraduate level (cluster C2). Finally, as a resulting technological product, from the collected data a technical-scientific database was systematized and published.
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spelling Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa MariaTeaching load allocation efficiency: an analysis of Federal University of Santa Maria departmentsEficiênciaEncargo didáticoEnsino superiorAnálise envoltória de dadosÍndice malmquistEfficiencyTeaching loadHigher educationData envelopment analysisMalmquist indexCNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::ADMINISTRACAO PUBLICATeaching load is an important input and one of the most discussed subjects in higher education institutions (HEIs), including the Federal University of Santa Maria (UFSM). In view of this, this research quantitatively studies the efficiency of the allocation of teaching load of UFSM Departments in the period from 2017 to 2021, specifically aiming to: 1) identify the Departments’ profile in relation to the resources used and results obtained to teaching load allocation; 2) estimate the efficiency of Departments and point out goals and benchmarks to those that are not efficient; and 3) verify changes in the efficiency of Departments along the time. For this, Data Envelopment Analysis (DEA) with variable returns to scale and product-oriented and the Malmquist Index was applied, operationalized by R language. 87 DMUs (86 Departments and the Academic Coordination of Cachoeira do Sul Campus) were highlighted, grouped into two clusters (C1-typical and C2- postgraduate emphasis). The analysis covered ten academic semesters (2017-1 to 2021-2) and ten variables, being one input (total teaching load per Department) and nine outputs (demands attended by the Departments). Considering the most recent semester analyzed (2021-2), 58 DMUs (66.67%) were efficient and 29 (33.33%) were non-efficient. The Department of Public Health (04.75) and the Department of Biochemistry and Molecular Biology (02.71) were the most efficient in their clusters (C1 and C2, respectively), while the Department of Performing Arts (08.40) and the Department of Social Sciences ( 06.55) were the least efficient (C1 and C2). Interestingly, no DMU showed an increasing return to scale, which means that there is no Department at UFSM that should increase its scale of operation. It was also found that 26 DMUs were consistently efficient in all semesters, and four in none. There was no occurrence of serious non-efficiency and only four occurrences of moderate non-efficiency in the ten semesters analyzed, appointing for balance and stability in the efficiency of UFSM Departments when allocating teaching load. The Malmquist Index highlighted the impact of the COVID-19 Pandemic on the productivity of DMUs that operate in a manner considered typical, with an emphasis on graduation (cluster C1), which in the first semester under the Pandemic (2020-1) there was a general reduction in productivity, influenced due to changes in the technical efficiency of DMUs (lower student participation), and in the following semester (2020-2) there was a general increase in productivity, influenced by technological changes (implementation of REDE regime). This phenomenon was not identified in the DMUs that work more actively at postgraduate level (cluster C2). Finally, as a resulting technological product, from the collected data a technical-scientific database was systematized and published.O encargo didático é um importante insumo e um dos assuntos mais debatidos nas instituições de ensino superior (IES), inclusive na Universidade Federal de Santa Maria (UFSM). Diante disso, esta pesquisa estuda quantitativamente a eficiência da alocação de encargos didáticos dos Departamentos da UFSM no período de 2017 a 2021, objetivando especificamente: 1) identificar o perfil dos Departamentos em relação aos recursos utilizados e resultados obtidos na alocação de encargos didáticos; 2) estimar a eficiência dos Departamentos e apontar metas e benchmarks aos não-eficientes; e 3) verificar as mudanças na eficiência dos Departamentos ao longo do tempo. Para isso, aplicou-se a Análise Envoltória de Dados (DEA) com retornos variáveis orientado a produto e o Índice Malmquist, operacionalizados em linguagem R. Foram analisadas 87 DMUs (86 Departamentos e a Coordenação Acadêmica do Campus de Cachoeira do Sul), agrupadas em dois clusters (C1-típico e C2-ênfase em pós-graduação). A análise abrangeu dez semestres letivos (2017-1 a 2021-2) e considerou dez variáveis, sendo uma de input (encargo didático total por Departamento) e nove de output (demandas atendidas pelos Departamentos). Considerando o semestre mais recente analisado (2021-2), 58 DMUs (66,67%) foram eficientes e 29 (33,33%) foram não-eficientes. O Departamento de Saúde Coletiva (04.75) e o Departamento de Bioquímica e Biologia Molecular (02.71) foram os mais eficientes em seus clusters (C1 e C2, respectivamente), enquanto o Departamento de Artes Cênicas (08.40) e o Departamento de Ciências Sociais (06.55) foram os menos eficientes (C1 e C2). Curiosamente, nenhuma DMU apresentou retorno de escala crescente, o que significa que não há nenhum Departamento na UFSM que deva aumentar sua escala de operação. Verificou-se também que 26 DMUs foram consistentemente eficientes em todos os semestres, e quatro em nenhum semestre. Não houve nenhuma ocorrência de não-eficiência grave e apenas quatro ocorrências de não-eficiência moderada nos dez semestres analisados, indicando equilíbrio e estabilidade na eficiência dos Departamentos da UFSM ao alocar encargos didáticos. O Índice Malmquist evidenciou o impacto da Pandemia COVID-19 na produtividade das DMUs que atuam de forma considerada típica, com ênfase na graduação (cluster C1), sendo que no primeiro semestre sob Pandemia (2020-1) houve uma redução geral de produtividade influenciada por mudanças na eficiência técnica das DMUs (menor participação discente), e no semestre seguinte (2020-2) houve um aumento geral de produtividade influenciada por mudanças tecnológicas (implantação do regime REDE). Tal fenômeno não foi identificado nas DMUs que atuam mais ativamente na pós-graduação (cluster C2). Por fim, como produto tecnológico resultante, foi sistematizada e publicada uma base de dados técnico-científica a partir dos dados coletados.Universidade Federal de Santa MariaBrasilAdministração PúblicaUFSMPrograma de Pós-Graduação em Gestão de Organizações PúblicasCentro de Ciências Sociais e HumanasBattesini, Marcelohttp://lattes.cnpq.br/6864166030951605Cassel , Ricardo AugustoZucatto, Luís CarlosStefanello, Marcelo Ambrosio2023-12-20T17:07:29Z2023-12-20T17:07:29Z2023-11-27info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://repositorio.ufsm.br/handle/1/30912porAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessreponame:Manancial - Repositório Digital da UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSM2023-12-20T17:07:29Zoai:repositorio.ufsm.br:1/30912Biblioteca Digital de Teses e Dissertaçõeshttps://repositorio.ufsm.br/ONGhttps://repositorio.ufsm.br/oai/requestatendimento.sib@ufsm.br||tedebc@gmail.comopendoar:2023-12-20T17:07:29Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)false
dc.title.none.fl_str_mv Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa Maria
Teaching load allocation efficiency: an analysis of Federal University of Santa Maria departments
title Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa Maria
spellingShingle Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa Maria
Stefanello, Marcelo Ambrosio
Eficiência
Encargo didático
Ensino superior
Análise envoltória de dados
Índice malmquist
Efficiency
Teaching load
Higher education
Data envelopment analysis
Malmquist index
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::ADMINISTRACAO PUBLICA
title_short Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa Maria
title_full Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa Maria
title_fullStr Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa Maria
title_full_unstemmed Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa Maria
title_sort Eficiência da alocação de encargos didáticos: uma análise dos departamentos da Universidade Federal de Santa Maria
author Stefanello, Marcelo Ambrosio
author_facet Stefanello, Marcelo Ambrosio
author_role author
dc.contributor.none.fl_str_mv Battesini, Marcelo
http://lattes.cnpq.br/6864166030951605
Cassel , Ricardo Augusto
Zucatto, Luís Carlos
dc.contributor.author.fl_str_mv Stefanello, Marcelo Ambrosio
dc.subject.por.fl_str_mv Eficiência
Encargo didático
Ensino superior
Análise envoltória de dados
Índice malmquist
Efficiency
Teaching load
Higher education
Data envelopment analysis
Malmquist index
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::ADMINISTRACAO PUBLICA
topic Eficiência
Encargo didático
Ensino superior
Análise envoltória de dados
Índice malmquist
Efficiency
Teaching load
Higher education
Data envelopment analysis
Malmquist index
CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO::ADMINISTRACAO PUBLICA
description Teaching load is an important input and one of the most discussed subjects in higher education institutions (HEIs), including the Federal University of Santa Maria (UFSM). In view of this, this research quantitatively studies the efficiency of the allocation of teaching load of UFSM Departments in the period from 2017 to 2021, specifically aiming to: 1) identify the Departments’ profile in relation to the resources used and results obtained to teaching load allocation; 2) estimate the efficiency of Departments and point out goals and benchmarks to those that are not efficient; and 3) verify changes in the efficiency of Departments along the time. For this, Data Envelopment Analysis (DEA) with variable returns to scale and product-oriented and the Malmquist Index was applied, operationalized by R language. 87 DMUs (86 Departments and the Academic Coordination of Cachoeira do Sul Campus) were highlighted, grouped into two clusters (C1-typical and C2- postgraduate emphasis). The analysis covered ten academic semesters (2017-1 to 2021-2) and ten variables, being one input (total teaching load per Department) and nine outputs (demands attended by the Departments). Considering the most recent semester analyzed (2021-2), 58 DMUs (66.67%) were efficient and 29 (33.33%) were non-efficient. The Department of Public Health (04.75) and the Department of Biochemistry and Molecular Biology (02.71) were the most efficient in their clusters (C1 and C2, respectively), while the Department of Performing Arts (08.40) and the Department of Social Sciences ( 06.55) were the least efficient (C1 and C2). Interestingly, no DMU showed an increasing return to scale, which means that there is no Department at UFSM that should increase its scale of operation. It was also found that 26 DMUs were consistently efficient in all semesters, and four in none. There was no occurrence of serious non-efficiency and only four occurrences of moderate non-efficiency in the ten semesters analyzed, appointing for balance and stability in the efficiency of UFSM Departments when allocating teaching load. The Malmquist Index highlighted the impact of the COVID-19 Pandemic on the productivity of DMUs that operate in a manner considered typical, with an emphasis on graduation (cluster C1), which in the first semester under the Pandemic (2020-1) there was a general reduction in productivity, influenced due to changes in the technical efficiency of DMUs (lower student participation), and in the following semester (2020-2) there was a general increase in productivity, influenced by technological changes (implementation of REDE regime). This phenomenon was not identified in the DMUs that work more actively at postgraduate level (cluster C2). Finally, as a resulting technological product, from the collected data a technical-scientific database was systematized and published.
publishDate 2023
dc.date.none.fl_str_mv 2023-12-20T17:07:29Z
2023-12-20T17:07:29Z
2023-11-27
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.uri.fl_str_mv http://repositorio.ufsm.br/handle/1/30912
url http://repositorio.ufsm.br/handle/1/30912
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Administração Pública
UFSM
Programa de Pós-Graduação em Gestão de Organizações Públicas
Centro de Ciências Sociais e Humanas
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Brasil
Administração Pública
UFSM
Programa de Pós-Graduação em Gestão de Organizações Públicas
Centro de Ciências Sociais e Humanas
dc.source.none.fl_str_mv reponame:Manancial - Repositório Digital da UFSM
instname:Universidade Federal de Santa Maria (UFSM)
instacron:UFSM
instname_str Universidade Federal de Santa Maria (UFSM)
instacron_str UFSM
institution UFSM
reponame_str Manancial - Repositório Digital da UFSM
collection Manancial - Repositório Digital da UFSM
repository.name.fl_str_mv Manancial - Repositório Digital da UFSM - Universidade Federal de Santa Maria (UFSM)
repository.mail.fl_str_mv atendimento.sib@ufsm.br||tedebc@gmail.com
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