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Integrating the temulawak approach and R software to optimize students’ mathematical representation Wulandari, Andhika Ayu; Farahsanti, Isna; Astutiningtyas, Erika Laras; Exacta, Annisa Prima
Indonesian Journal of Science and Mathematics Education Vol. 8 No. 3 (2025): Indonesian Journal of Science and Mathematics Education
Publisher : Universitas Islam Negeri Raden Intan Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/ijsme.v8i3.28046

Abstract

Representational ability is an important element in understanding mathematical concepts. The temulawak approach (Techniques for Information Discovery, Processing and Insights for Computing), rooted in cybernetic theory, is integrated with R and developed as a learning tool to improve students' mathematical representation skills in understanding probability distribution concepts. The purpose of this study is to determine how integrating the temulawak approach with R software improves students' mathematical representation skills. The experiment was conducted on 18 student subjects enrolled in the Theoretical Descriptive Statistics course for the 2024/2025 academic year. Evaluations were conducted at the beginning of the course and at the end of each learning phase. The results of the analysis using a paired-samples t-test with α = 5% showed an increase in mathematical representation skills from the pretest to the posttest of 44,55%. The effect of this learning is considered significant (d > 0.8). These findings indicate that integrating temulawak and computational technology through R software improves students' mathematical representation skills. This study implies that integrating the temulawak approach with R software can significantly strengthen students' mathematical representation skills and conceptual understanding of probability distributions, thereby confirming the benefits of cybernetic-based learning approaches supported by computational technology.
Meningkatkan Keaktifan Dan Prestasi Belajar Siswa Dengan Pembelajaran Kooperatif Tipe Two Stay Two Stray Berbasis Lesson Study Pada Mata Pelajaran Matematika Peminatan Kelas Xi Mipa 2 SMA N 1 Weru Sukoharjo Tahun Ajaran 2019/2020 Adhitya Eko Cahya Putro; Herry Agus Susanto; Annisa Prima Exacta
Dharma Pendidikan Vol 14 No 1 (2019): Dharma Pendidikan
Publisher : STKIP PGRI Nganjuk

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69866/dp.v14i1.97

Abstract

Penelitian ini bertujuan untuk meningkatkan keaktifan dan prestasi belajar matematika siswa kelas XI MIPA 2 SMA N 1 Weru Sukoharjo Tahun Ajaran 2019/2020 melalui pembelajaran kooperatif tipe Two Stay Two Stray (TSTS)berbasis Lesson Study. Jenis penelitian ini adalah penelitian tindakan kelas. Subjek penelitian ini adalah siswa kelas XI MIPA 2 SMA N 1 Weru yang berjumlah 31 siswa. Teknik pengumpulan data yang digunakan yaitu teknik observasi, tes dan dokumentasi. Sedangkan teknik analisis data yaitu analisis peningkatan keaktifan belajar siswa dan peningkatan prestasi belajar siswa. Berdasarkan hasil penelitian, rata-rata keaktifan belajar siswa pada pra siklus 50,9%, pada siklus I 64,6%, dan pada siklus II 78,6%. Dalam pra siklus, nilai rata-rata kelas adalah 53,3. Pada siklus I menjadi 62,8 dan 76,8 pada siklus II. Jumlah siswa yang mencapai KKM pada pra siklus sebanyak 4 siswa (9,67%), pada siklus I menjadi 10 siswa (33,3%) dan pada siklus II menjadi 30 siswa (100%).