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All Journal Jurnal S2 Pendidikan Matematika Jurnal Karya Pendidikan Matematika Journal of Mathematics and Mathematics Education Media Penelitian Pendidikan : Jurnal Penelitian dalam Bidang Pendidikan dan Pengajaran Prosiding SI MaNIs (Seminar Nasional Integrasi Matematika dan Nilai-Nilai Islami) Journal of Mathematics and Mathematics Education (JMME) Jurnal Pembelajaran Matematika Desimal: Jurnal Matematika Jurnal Ulul Albab JMM (Jurnal Masyarakat Mandiri) Justek : Jurnal Sains Dan Teknologi JTAM (Jurnal Teori dan Aplikasi Matematika) JCES (Journal of Character Education Society) SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Jurnal Elektronika dan Telekomunikasi Jurnal Riset Teknologi dan Inovasi Pendidikan (Jartika) MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Journal of Education Technology Jurnal Pemikiran dan Penelitian Pendidikan Matematika (JP3M) EIGEN MATHEMATICS JOURNAL Jurnal Varian Jurnal Visionary : Penelitian dan Pengembangan dibidang Administrasi Pendidikan Community Development Journal: Jurnal Pengabdian Masyarakat Bakti Cendana: Jurnal Pengabdian Masyarakat Journal of Didactic Mathematics JPMB: Jurnal Pemberdayaan Masyarakat Berkarakter Jurnal Visionary : Penelitian Dan Pengembangan Di Bidang Administrasi Pendidikan Jurnal Abdimas Bina Bangsa ADMA: Jurnal Pengabdian dan Pemberdayaan Masyarakat Jurnal Interaktif: Warta Pengabdian Pendidikan (JIWPP) El-Hikam: Journal of Education and Religious Studies Mahasantri: Jurnal Pendidikan dan Studi Islam Participative Journal (PJ) : Jurnal Pengabdian Pada Masyarakat Unnes Journal of Mathematics Pedagogy : Jurnal Pendidikan Matematika Indonesian Journal of Engineering (IJE) INCOME: Indonesian Journal of Community Service and Engagement Journal Focus Action of Research Mathematic (Factor M) Bakti Sekawan : Jurnal Pengabdian Masyarakat Jurnal Riset Teknologi dan Inovasi Pedidikan (JARTIKA) Protech Biosystems Journal Journal of Sharia Economy and Islamic Tourism
Habib Ratu Perwira Negara
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Journal : Journal of Didactic Mathematics

 1 
Construct validity of a student mathematics learning style instrument using exploratory factor analysis Ahmad, Ahmad; Dos Santos, Mariano; Heniati Santosa, Farah; Ratu Perwira Negara, Habib
Journal of Didactic Mathematics Vol 6, No 3 (2025): December
Publisher : Mahesa Research Center

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34007/jdm.v6i3.2841

Abstract

This study seeks to validate the construction of mathematics learning style instruments for junior high school students using the Exploratory Factor Analysis (EFA) method. A total of 127 students from four schools in Central Lombok Regency, Indonesia, participated in this quantitative survey research. The instrument comprises 20 Likert scale statements designed to measure the various dimensions of a student’s mathematics learning style. The feasibility test of the data revealed a Kaiser-Meyer-Olkin (KMO) value of 0.75, and the results of Bartlett’s Test of Sphericity were significant (p < 0.001), indicating that the data was suitable for analysis using factor analysis. The results of the EFA employing the principal axis factoring and oblimin rotation methods yielded four primary factors: Visual Learning, Auditory Learning, Reading/Writing Style, and Kinesthetic Learning, which aligned with the VARK model. All items exhibited a dominant loading value of ? 0.51, with no significant cross-loading, suggesting a clean and well-defined factor structure. The balanced distribution of variance after rotation, coupled with theoretical suitability, supports the validity of the instrument’s construction. These findings suggest that this instrument is appropriate for use in academic research and educational practice, enabling teachers to design differential learning strategies that cater to students’ learning preferences, thereby enhancing engagement and learning outcomes.
Co-Authors Abdul Rahim Abdurahim, Abdurahim Agus Syahid Ahmad Ahmad Ahmad Ahmad Ahmad Ahmad Ahmad ahmad01, ahmad01 Al Kusaeri Al, Kusaeri Anas, Andy Sofyan Andika Ellena Saufika Hakim Maharani Anisa Firdaus Arfa, Muhammad Aulia , Rahmawati Biswadip Basu Mallik desventri etmy Desventri Etmy desventri etmy, desventri Dewi Pramita Dewi Pramita Dhea Davina Dirganti Dos Santos, Mariano Dyah, Dyah Susilowati Farah Heniati Santosa Farah Heniati Santosa Farah Heniati Santosa Farah Heniati Santosa, Farah Heniati Fathoni, Muhmmad Gilang Primajati Gilang Primajati Habibi Ratu Perwira Negara Habibi Ratu Perwira Negara Hammad, Rifqi Hendayanti, Ni Putu Nanik Heniati Santosa, Farah Herawati, Baiq Candra Heri Fadli I Komang Wira Aditya I Nyoman Darmawan Setiaji Imam Sujadi Imam Sujadi Indrawati Ismayani , Liana Ismi, Kamila K, Tri Atmojo Kamila Ismi Kamila Ismi Kiki Riska Ayu Kurniawati Kiki Riska Ayu Kurniawati, Kiki Riska Ayu Kumoro, Danang Tejo Kurniadin Abd Latif Kusaeri Al Lalu Erwin Jannata Arhaditya Lalu Sucipto Maiti, Misratun Malik Ibrahim Malik Ibrahim Marlina Marlina Muhammad Arfa Muhammad Saifudin Muhammad Zulfikri Nur Al Fariana Nur Hardiani Nurhidayati, Maulida Pahrul Irfan Parihin Parihin Parihin Parihin Primajati, Gilang Rahmawati Rahmawati RAK, Kiki Raqiqa, Qatrunnada Ratni Purwasih Rifqi Hammad Rima Rahmaniah Ripai Ripai Rippi Maya Riska Ayu Kurniawati, Kiki Risma Maulidina Rizki Aprilian, Faida Rody Satriawan Rosada Rosada Saddam Saddam Sahrizal Fahlawi Samsul Bahri Samsuriadi Saparwadi Saparwadi Saparwadi, Saparwadi Sazlin, Ririn Atika Siti Maesaroh Siti Soraya Sujadi, Imam Sukiman , Maman Sumeet Goyal Suriyati ., Suriyati Suvriadi Panggabean Syafitri Chani Saputri, Dian Syaharuddin Syaharuddin Syaharuddin Syaharuddin Syaharuddin Syaharuddin Syahroni Hidayat Tri Atmojo Kusmayadi Tri Atmojo Kusmayadi uddin, Syahar Veithzal Rivai Zainal Vera Mandailina Vera Mandailina, Vera Wikasari, Reni Wiyana As&#039;ari Zulfikri, Muhammad