{"title":"Can successful female STEM graduates contribute to narrowing the gender pay gap in the EU?","authors":"Olesya Petrenko, Jan Cadil","doi":"10.1111/ejed.12641","DOIUrl":null,"url":null,"abstract":"<p>Drawing upon contemporary research, this paper examines whether there is a relationship of STEM (science, technology, engineering and maths) bachelor and master graduates to the gender pay gap (GPG) in the 27 EU Member states in 2013–2020 using a novel cross-sectional data set based on the 2013 International Standard Classification of Education (ISCED). International panel data were analysed with the dynamic modelling fixed effects method and compared with the results received from the cross-sectional analysis executed with the help of Bayesian model averaging methods. Our findings suggest that STEM education plays a significant role in forming the GPG. We can see a negative, robust and statistically significant effect of bachelor- and master-level female STEM graduates on the GPG and a positive statistically significant effect of bachelor- and master-level male STEM graduates on the GPG. The permanently lower women-to-men ratio in STEM education and those employed in high-end sectors of science and technology can be one of the drivers of the persistent GPG in developed countries.</p>","PeriodicalId":47585,"journal":{"name":"European Journal of Education","volume":"59 2","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/ejed.12641","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Education","FirstCategoryId":"95","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/ejed.12641","RegionNum":3,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 0
Abstract
Drawing upon contemporary research, this paper examines whether there is a relationship of STEM (science, technology, engineering and maths) bachelor and master graduates to the gender pay gap (GPG) in the 27 EU Member states in 2013–2020 using a novel cross-sectional data set based on the 2013 International Standard Classification of Education (ISCED). International panel data were analysed with the dynamic modelling fixed effects method and compared with the results received from the cross-sectional analysis executed with the help of Bayesian model averaging methods. Our findings suggest that STEM education plays a significant role in forming the GPG. We can see a negative, robust and statistically significant effect of bachelor- and master-level female STEM graduates on the GPG and a positive statistically significant effect of bachelor- and master-level male STEM graduates on the GPG. The permanently lower women-to-men ratio in STEM education and those employed in high-end sectors of science and technology can be one of the drivers of the persistent GPG in developed countries.
期刊介绍：
The prime aims of the European Journal of Education are: - To examine, compare and assess education policies, trends, reforms and programmes of European countries in an international perspective - To disseminate policy debates and research results to a wide audience of academics, researchers, practitioners and students of education sciences - To contribute to the policy debate at the national and European level by providing European administrators and policy-makers in international organisations, national and local governments with comparative and up-to-date material centred on specific themes of common interest.
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