Kinanti, Anggi Anatasia
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ANALISIS KEMAMPUAN COMPUTATIONAL THINKING MAHASISWA CALON GURU MATEMATIKA PADA PROGRAM PROFESI PENDIDIKAN GURU kinanti, anggi anatasia; Syahlan, Syahlan; Siregar, Rosliana
MES: Journal of Mathematics Education and Science Vol 10, No 2 (2025): Edisi April
Publisher : Universitas Islam Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30743/mes.v10i2.11758

Abstract

This study aims to analyze the Computational Thinking (CT) abilities of prospective mathematics teacher students enrolled in the Teacher Professional Education Program at Universitas Islam Sumatera Utara. Using a descriptive quantitative approach, CT abilities were examined based on four main indicators: decomposition, pattern recognition, abstraction, and algorithmic thinking. Data were collected through contextual open-ended tests, perception questionnaires, and limited interviews involving 24 PPG students. The results showed that, in general, students' CT abilities fell into the moderate category, with the highest achievement in pattern recognition and the lowest in abstraction. Most students had never received explicit instruction in CT, yet acknowledged that this approach helped them solve mathematical problems more systematically. These findings highlight the importance of explicitly integrating CT skills into mathematics education curricula through problem-based and digital literacy-oriented learning approaches. The study recommends strengthening instructional strategies to develop students’ systematic and logical thinking abilities as future mathematics educators.
REKONSTRUKSI FILSAFAT MATEMATIKA DALAM PEMBELAJARAN BERBASIS TEKNOLOGI UNTUK MATERI PENDIDIKAN KONTEMPORER Kinanti, Anggi Anatasia; Nasution, Mislah; Manurung, Sartika
MES: Journal of Mathematics Education and Science Vol 11, No 2 (2026): Edisi April
Publisher : Universitas Islam Sumatera Utara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30743/mes.v11i2.13088

Abstract

The development of digital technology and the demands of 21st-century competencies require mathematics learning to move beyond procedural approaches. This article aims to compile a conceptual and empirical synthesis of the integration of mathematical philosophy and information technology-based learning, as well as to test its influence through comparative simulation analysis. The study was conducted through a systematic literature review of research related to the philosophy of mathematics, humanistic and constructivist approaches, and IT-based learning models. To strengthen the empirical argument, a paired t-test simulation was conducted based on the average score increase reported in various experimental studies. The findings indicate that the integration of philosophical and technological approaches is not only statistically significant but also substantively pedagogical. Theoretically, these results confirm that an epistemological paradigm shift—from knowledge transmission to active construction—is a key factor in improving learning outcomes. Thus, the effectiveness of technology-based learning is highly dependent on its underlying philosophical foundation.