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All Journal Primary : Jurnal Keilmuan dan Kependidikan Dasar Enthusiastic : International Journal of Applied Statistics and Data Science
Mutijah
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Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Mathematics

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Analysis of Multinomial Logistics Regression on the Students Faith Data Mutijah; Rohmad; Kholid Mawardi; Suparjo; Muhamad Slamet Yahya; Ifada Novikasari
Enthusiastic : International Journal of Applied Statistics and Data Science Volume 5 Issue 1, April 2025
Publisher : Universitas Islam Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20885/enthusiastic.vol5.iss1.art4

Abstract

It is essential for the prospective teacher students of Islamic education to have a high faith level because it will influence their behavior. In addition, it positively impacts their social life. The level of a person’s faith will have a different impact; hence, it needs to be measured. The faith concepts and their measurement have been widely developed recently. One of them is a faith concept, which is built by two dimensions or variables, i.e., belief and behavior or feeling. Both variables can fluctuate between very high, high, moderate, low, or very low, each influencing faith. Students who study in an Islamic Religious Education study program and at the same time attend Islamic boarding school are predicted to have high faith. This paper aims to describe the level of student faith and find a suitable multinomial logistic regression model through analysis of its method. Data was collected using questionnaires filled out by 52 students. The results showed that the percentage of students’ faith levels with very high level was 5.8%, high was 36.5%, moderate was 38.5%, low was 13.5%, and very low was 5.8%. Meanwhile, the model accuracy was 94.2%.
Pembelajaran Penemuan Berbasis Teori Bruner Untuk Meningkatkan Kemampuan Penalaran Matematis Siswa Kelas III SD/MI di Kabupaten Bayumas Novikasari, Ifada; Rahmawati, Lily; Muflihin, Hizbul; Mutijah; Rohmad
Jurnal keilmuan dan Kependidikan dasar Vol 17 No 1 (2025): Juni 2025
Publisher : Program Studi Pendidikan Guru Madrasah Ibtidaiyah Fakultas Tarbiyah dan Keguruan Universitas Islam Negeri Sultan Maulana Hasanuddin Banten

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32678/primary.v17i1.11317

Abstract

This study aimed to test the effectiveness of Bruner’s theory-guided discovery learning in enhancing the mathematical reasoning ability of elementary school students. The study was done with a quasi-experimental design and an experimental group instructed with discovery learning based on Bruner’s theory was compared with a control group instructed expositively. he population of this study consisted of elementary schools (SD/MI) in Banyumas Regency with accreditation levels A and B, totaling 38 schools. Using a stratified random sampling technique, four schools were selected—each representing schools with accreditation A and B—and were assigned as the experimental and control groups. The findings indicate that the experimental group significantly enhanced the ability to identify patterns, generalize, and construct and test mathematical arguments compared to the control group. However, the post-test scores suggest that students’ reasoning abilities in the experimental group have not reached a maximum point, possibly because they had not been exposed to enough experience in exploratory learning. The ANOVA test also failed to reveal any significant interaction between school accreditation category and instruction type on the student’s mathematical reasoning ability. With well-planned deployment and even more tailored to students’ characteristics, Bruner’s theory-guided discovery learning has immense potential to improve the quality of mathematics education at the elementary school level.
Co-Authors Ifada Novikasari Ifada Novikasari Kholid Mawardi Lily Rahmawati, Lily Muflihin, Hizbul Muhamad Slamet Yahya Rohmad Suparjo