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All Journal SIGMA: Jurnal Pendidikan Matematika Math Didactic: Jurnal Pendidikan Matematika HISTOGRAM: Jurnal Pendidikan Matematika Sinkron : Jurnal dan Penelitian Teknik Informatika JSAI (Journal Scientific and Applied Informatics) bit-Tech G-Tech : Jurnal Teknologi Terapan Jurnal Sisfotek Global Academic Journal of Computer Science Research (AJCSR) Indonesian Community Journal Jurnal Tren Bisnis Global Malcom: Indonesian Journal of Machine Learning and Computer Science Information Technology Education Journal Jurnal Topik Global Jurnal Pendidikan MIPA Sasambo: Jurnal Abdimas (Journal of Community Service) Media Pendidikan Matematika
Ferawati Ferawati
Institut Teknologi Dan Bisnis Bina Sarana Global
Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Mathematics Public Health Social Sciences Other

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The Role of Learning Website Integration, Teacher Support, and Student Independence in Enhancing Mathematics Competence at Vocational Schools Lilis Stianingsih; Ferawati; Fiqih Hana Saputri; Detin Sofia
Information Technology Education Journal Vol. 4, No. 4, November (2025)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/intec.v4i4.9909

Abstract

Mathematics competence is essential for developing students’ analytical and problem-solving abilities in vocational education. However, many students still face challenges in mastering mathematical concepts effectively. This study aims to examine the influence of Learning Website Integration, Teacher Support, and Student Independence on students’ mathematics competence using a quantitative ex post facto design. The research involved 100 respondents from SMK Bina Mandiri. Data were collected through questionnaires and mathematics competency tests, then analyzed using descriptive statistics and multiple linear regression. The results show that the regression model meets all classical assumption tests and is statistically appropriate for explaining the relationships among variables. Simultaneous testing indicates that all three independent variables significantly influence students’ mathematics competence. Partial testing reveals that each variable has a significant positive effect, with Teacher Support identified as the most dominant factor. The coefficient of determination (R²) is 0.572, meaning that 57.2% of the variation in mathematics competence can be explained by the three variables, while the remaining 42.8% is influenced by other factors outside the model. These findings highlight the importance of integrating technology, strengthening teacher support, and fostering student independence to improve mathematics learning outcomes in vocational education. The results of this study provide guidance for implementing technology-based pedagogy in vocational education.
Co-Authors Abdul Azis Aditya Herwandi Aep Saepul Agung Kurnia Agustinus Sirumapea Ahmad Yodi Firdaus Ahmad Zaenuri Alfian Aditya Ramadhan Alifiana, Mufhida Alvira Hanum Salsabiella Andhika Fajar Utama Aprianto Teguh Abdi Ardi Fazar Fauzi Arwin, Achmad Rofiqi Avin Hendrawan Detin Sofia Detin Sofia Dewi, Julita Mulya Dinda Fitrah Nur Ramadhan Dudy Ruchyat Dwiyana Anugrah Sya’bani Edo Rahayu Erlan Ardiansyah Fajar Bara Maulana Fiqih Hana Saputri Fiqih Hana Saputri Fiqih Hana Saputri, Fiqih Hana Gilang Adriana Mulyadi Hanafri, Muhammad Iqbal Hasbullah Hasbullah Hertaliando, Abdee Wahyu Hidayati, Rina Ida Ayu Putu Sri Widnyani Isral, Isral Istiqomah, Pami Jarudin Jarudin Kasih, Asmara Firda Laela, Neng Linda Badratul Lilis Stianingsih M Arief Lukman Nalar Mayninda Nisa Putri Moh. Sofjan Mohamad Rayhan Noerfikri Nasrulah, Dayu Ovtama Nova Teguh Sunggono Nurmaesah, Nunung Pami Istiqomah Pausi, Ahmad Petty Aprilia Sari Pramana Anwas Panchadri Pramana Anwas Panchadria Purwanto, Ridho Maher Putri, Eka Uliyanti Putrie, Nabila Rahmat Tullah Rayhan Noerfikri, Mohamad Refi Nabillah Royadi Rifqi Abu Dzaki Rio Nurrizkiyadi Rizal Ramadhan Sandy Suryantiko Santoso Santoso Saputra, Ricky Aditya Satria Audria Sakti Satriyo, Azis Setiyanto, Rudi Siti Maisaroh SOFIA, DETIN Sutarman Sutarman Syaipul Ramdhan Tullah, Rahmat Wahyu Abdi Sutrisno William Chicho Ferdinan