Measuring gender bias in student satisfaction in higher education: a cross-department study

Student satisfaction surveys are widely accepted for measuring the quality of students’ overall experience with the received teaching and informing the design of improvements in higher education. However, several studies have shown that these surveys have biases that may lead to discrimination or un...

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Detalhes bibliográficos
Autores: Marques, Francielle; Hernández-Leo, Davinia; Castillo, Carlos
Tipo de documento: Artigo
Estado:Published version
Data de publicação:2024
País:España
Recursos:Universitat Pompeu Fabra
Repositório:Repositorio Digital de la UPF
OAI Identifier:oai:repositori.upf.edu:10230/60829
Acesso em linha:http://hdl.handle.net/10230/60829
http://dx.doi.org/10.1080/2331186X.2024.2375183
Nível de acesso:Acesso aberto
Palavra-chave:Surveys
Fairness
Gender bias
Academic analytics
Institutional analytics
Teaching quality
Higher education
Descrição
Resumo:Student satisfaction surveys are widely accepted for measuring the quality of students’ overall experience with the received teaching and informing the design of improvements in higher education. However, several studies have shown that these surveys have biases that may lead to discrimination or unfair decisions against female academics. Yet it is unclear how these undesirable factors are evolving with time or to what extent they are present in different contexts. In this study, we investigate survey results from a large University in Spain for two academic years, 2021–2022 and 2022–2023. Our analysis examines these gender biases by evaluating the influencing factors from the perspective of professors and students at the level of the entire university and individual centers. The results obtained using this approach provide multifaceted evidence of gender bias disadvantaging women, especially in some academic disciplines, and that is particularly noticeable in the extremes of student satisfaction distributions.