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All Journal Jurnal Bakti Bagi Bangsa ASEAN Journal of Educational Research and Technology
Tirta, Maura Najwa Noor Raina
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Journal : ASEAN Journal of Educational Research and Technology

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Gender, Region, and Field of Expertise in Vocational Education: A Map of Inequality among Vocational High School Students Purnomo, Agustina Multi; Fauziah, R. Siti Pupu; Roestamy, Martin; Martin, Abraham Yazdi; Adri, Helmia Tasti; Tirta, Maura Najwa Noor Raina
ASEAN Journal of Educational Research and Technology Vol 4, No 3 (2025): AJERT: VOLUME 4, ISSUE 3, December 2025
Publisher : Bumi Publikasi Nusantara

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Abstract

This study maps and analyzes inequalities in vocational field of expertise choices among Indonesian vocational school students by gender and region. The research employed descriptive quantitative methods, including the Chi-square Test, Analysis of Variance (ANOVA), Heatmaps, Decision Tree Classifiers, Lasso Regression, and Quartiles. The research data were vocational school data in 39 regions and vocational school students in 2023. Gender differences influenced the choice of area of expertise in vocational schools. There were areas of expertise in the male domain or the female domain. The region categorization did not influence the number of male and female students or the choice of field of expertise. These results were due to a gendered distribution across vocational fields arising from social norms and peer-composition signals rather than from a regional inequality context. This research is poised to significantly influence policies that promote equitable gender representation among students in vocational fields at vocational schools.
Co-Authors Abraham Yazdi Martin Agustina Multi Purnomo Arifin, Abin Riyan Febriansyah Febriansyah Ginung Pratidina Helmia Tasti Adri Ikraami , Reksa Dzul Ilmi, Lu’lu’ Lestari, Anggie Septia Nurhazizah, Refina R. Siti Pupu Fauziah Rahmadhina, Jestiana Al Kayrani Rahmadina, Rahmadina Rahman, Febrian Batara Aditya Roestamy, Martin Salim, Diaz Sya’bania