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Implementing STEM-Based Mathematics Learning in Indonesian High Schools: Teachers’ Understanding, Challenges, and Supporting Factors Indra Kurniawan; Sugiman; Syukrul Hamdi
Riemann: Research of Mathematics and Mathematics Education Vol. 8 No. 1 (2026): EDISI APRIL
Publisher : Program Studi Pendidikan Matematika Universitas Katolik Santo Agustinus Hippo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.38114/riemann.v8i1.176

Abstract

STEM is a learning approach that can enhance students' mathematical skills by linking mathematics with science, technology, and engineering, thereby increasing students’ motivation. This study analyzed teachers' understanding and the challenges they face in implementing STEM-based mathematics instruction. A phenomenology-informed qualitative study explored the experiences of 12 mathematics teachers across six provinces in Indonesia: West Java, Central Java, East Java, Yogyakarta, West Sumatra, and West Nusa Tenggara. Data were collected through online interviews and analyzed using the Bogdan & Biklen technique, including data reduction, axial coding, theme determination, and conclusion and interpretation. The results indicate that teachers view STEM-based mathematics as a means to connect subjects, develop critical 21st-century skills, and apply knowledge in real-life contexts. They implement STEM through project-based, interdisciplinary lessons that increase student engagement, despite challenges such as time constraints, curriculum demands, and differences in student readiness. Effective STEM instruction relies on professional development, school support, and sufficient resources to enable teachers to integrate STEM concepts confidently into mathematics teaching. These findings highlight the importance of providing structured guidance, adequate teaching materials, and policy support to enhance teachers’ capacity to deliver STEM-based mathematics effectively, bridging theory and practice for meaningful student learning.
Bridging Culture and STEM Education: Developing a Tamansiswa-Grounded Project-Based Learning Model to Strengthen Mathematical Connections and Collaboration Skills Annis Deshinta Ayuningtyas; Sugiman; Kismiantini; Wahyu Setyaningrum
Jurnal Kependidikan : Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran, dan Pembelajaran Vol. 12 No. 3 (2026): September
Publisher : LPPM Universitas Pendidikan Mandalika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33394/jk.v12i3.20823

Abstract

This study aims to develop and evaluate the initial feasibility of a culturally grounded STEM instructional model that incorporates the Tamansiswa educational philosophy, encompassing Tri N (Niteni, Nirokke, and Nambahi) and Tri Ko (Cooperative, Consultative, and Corrective), to scaffold project-based learning while fostering students’ mathematical connection and collaboration skills. Employing an Educational Design Research (EDR) approach, the study collected data through expert validation sheets, implementation observation sheets, response questionnaires, mathematical connection tests, and collaboration observation sheets. Expert validation was analyzed using Aiken’s V and feasibility percentages, while implementation fidelity was assessed using Interjudge Agreement (IJA). Effectiveness was evaluated using Normalized Gain (N-Gain) and, following Shapiro–Wilk normality testing, either the Wilcoxon signed-rank test with rank-biserial r or the paired-samples t-test with Cohen’s dz, as appropriate. The study comprised analysis, design, and evaluation phases, including validation by five experts and a small-scale pilot involving 30 eighth-grade students from two junior high schools in Yogyakarta. The model demonstrated very high validity (95.42%; Aiken’s V = 0.86–0.96) and good implementation fidelity (mean IJA = 89.49%). Statistically significant improvements were observed in students’ mathematical connection skills (Wilcoxon Z = 4.78, p < .001; rank-biserial r = 0.87; N-Gain = 0.44, moderate) and collaboration skills (t(29) = 14.62, p < .001; Cohen’s dz = 2.67; N-Gain = 0.41, moderate). These findings provide empirical evidence that indigenous educational philosophy can function as a coherent pedagogical foundation, rather than merely as supplementary cultural content, for integrated project-based STEM learning. The study also offers practical implications for curriculum developers seeking to design culturally responsive instructional frameworks.
Pelatihan Robotika STEM sebagai Strategi Implementasi Program Koding dan Kecerdasan Artifisial bagi Guru Matematika SMA di Kota Yogyakarta: STEM Robotics Training as an Implementation Strategy for Coding and Artificial Intelligence Programs for High School Mathematics Teachers in Yogyakarta City Sugiman; Siti Kholifah; Nur Hadi Waryanto; Hery Nugroho
Jurnal Pengabdian Masyarakat MIPA dan Pendidikan MIPA Vol. 10 No. 2 (2026): Jurnal Pengabdian Masyarakat MIPA dan Pendidikan MIPA
Publisher : Yogyakarta State University

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Implementasi Program Koding dan Kecerdasan Artifisial (KKA) di sekolah, khususnya di Kota Yogyakarta, masih menghadapi kendala berupa terbatasnya kompetensi guru dalam mengintegrasikan robotika STEM ke dalam pembelajaran matematika. Kegiatan pengabdian ini bertujuan meningkatkan kompetensi guru matematika SMA di Kota Yogyakarta melalui pelatihan robotika STEM sebagai strategi implementasi Program KKA. Metode yang digunakan meliputi penyampaian materi, praktik berbasis proyek, workshop, pendampingan, dan evaluasi menggunakan angket. Pelatihan mencakup pembuatan proyek lampu lalu lintas, mobil robot, dan gerbang pengenal wajah berbasis kecerdasan artifisial. Hasil evaluasi menunjukkan bahwa pelatihan berjalan efektif dengan capaian evaluasi materi dan pelaksanaan sebesar 84,64%, persepsi guru 81,94%, dan kepuasan peserta 83,75%, seluruhnya berada di atas kriteria efektivitas (≥80%). Guru juga menunjukkan minat untuk mengimplementasikan robotika STEM dalam pembelajaran. Kegiatan serupa disarankan dilaksanakan secara berkelanjutan dengan penambahan porsi praktik dan pendampingan implementasi di sekolah.