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All Journal JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI JPKMI (Jurnal Pengabdian Kepada Masyarakat Indonesia) Fraktal: Jurnal Matematika dan Pendidikan Matematika Haumeni Journal of Education
Magdalena Wangge
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Computer Science & IT Education Environmental Science Mathematics Public Health Social Sciences

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Journal : JURNAL MATEMATIKA STATISTIKA DAN KOMPUTASI

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Analisis Klasifikasi K-Means Terhadap Pemahaman Konsep dan Self-Efficacy: Menjelajahi Hubungan dalam Konteks Pendidikan Magdalena Wangge; Dadan Dasari; Turmudi Turmudi
Jurnal Matematika, Statistika dan Komputasi Vol. 20 No. 2 (2024): JANUARY 2024
Publisher : Department of Mathematics, Hasanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20956/j.v20i2.32099

Abstract

Concept understanding and self-efficacy are two important aspects of mathematics learning that are interrelated. However, there is still debate about the relationship between these two aspects in the context of mathematics learning. Therefore, this study was conducted to analyze the classification of concept understanding and self-efficacy using K-means clustering with a sample of grade VIII students from three selected schools in Wolowaru District and Kelimutu District, Ende Regency, NTT. Data were collected through concept understanding test and self-efficacy questionnaire. The results showed that students' concept understanding and self-efficacy belonged to the medium and low classes. However, there was a practically insignificant correlation between the two aspects. The implication is the importance of developing learning strategies that can improve students' concept understanding and self-efficacy in the context of mathematics education.
Co-Authors Anastasia A. T Ringu Christine K. Ekowati Dadan Dasari Ponsiana Mega Uman Ponsiana Mega Uman Suryani Rambu Justicia Djakadana Turmudi