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All Journal Ar-Rayyan: Journal of Islamic Education Al-Mukhlashin: Jurnal Multidisiplin Ilmu
Husna Husna
Sekolah Tinggi Agama Islam (STAI) Al-Jami Banjarmasin

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Deep Learning-Based Islamic Religious Education: Transforming Higher-Order Thinking Skills in Contemporary Classrooms Husna Husna; Khalid Abdullah Al Muzaini; Maryam Rashid Saleh Al Tamimi; Muneera Mohammed Al Dossary
Ar-rayyan: Journal Of Islamic Education Vol. 2 No. 2: Juli-Des 2025, Ar-Rayyan: Journal of Islamic Education
Publisher : PT Barkah Ilmi Fiddunya

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Abstract

The implementation of deep learning has emerged as a major educational paradigm emphasizing conceptual understanding, critical inquiry, and lifelong learning. Nevertheless, Islamic Religious Education continues to rely predominantly on memorization-oriented instructional approaches. This study aims to investigate the effectiveness of deep learning strategies in improving higher-order thinking skills among students studying Islamic Religious Education. A quasi-experimental research design involving 216 secondary school students was implemented using experimental and control groups. Data were collected through critical thinking tests, classroom observations, learning motivation scales, and reflective journals. Statistical analyses revealed that students exposed to deep learning strategies demonstrated significantly higher levels of critical thinking, analytical reasoning, problem-solving ability, collaborative learning, and conceptual understanding than those receiving conventional instruction. Deep learning also promoted reflective engagement with Islamic teachings and encouraged students to relate religious principles to contemporary social issues. The novelty of this study lies in proposing a Deep Learning-Based Islamic Religious Education Model that integrates inquiry-based pedagogy, reflective practice, and authentic assessment to transform Islamic learning into a more meaningful and intellectually engaging educational experience
Learning Analytics in Islamic Religious Education: Predicting Students’ Learning Achievement through Educational Data Mining Husna Husna; Khalid Abdullah Al Muzaini; Maryam Rashid Saleh Al Tamimi; Muneera Mohammed Al Dossary
Ar-rayyan: Journal Of Islamic Education Vol. 3 No. 1: Jan-Jun 2026, Ar-Rayyan: Journal of Islamic Education
Publisher : PT Barkah Ilmi Fiddunya

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The increasing availability of educational data has opened new opportunities for improving instructional decision-making through learning analytics. However, its application in Islamic Religious Education (IRE) remains limited, particularly in predicting students’ academic achievement and learning behavior. This study aims to develop a learning analytics model capable of identifying learning patterns and predicting students’ performance in IRE. A quantitative research design employing Educational Data Mining (EDM) techniques was conducted using learning management system (LMS) data from 512 secondary school students. Data included attendance records, assignment completion, online participation, quiz scores, and learning engagement indicators. Machine learning algorithms, including Decision Tree, Random Forest, and Support Vector Machine, were employed to develop predictive models. The findings reveal that learning engagement, assignment consistency, and reflective participation significantly predict students’ academic achievement. Furthermore, predictive analytics enables teachers to identify at-risk learners early and provide personalized interventions to improve learning outcomes. The novelty of this study lies in proposing the Islamic Learning Analytics Framework, integrating educational data mining, predictive modeling, and Islamic pedagogical principles to support evidence-based instructional decision-making
Islamic Religious Education Strategies for Strengthening Students’ Skills in Facing Moral, Social, and Educational Challenges Husna Husna; Ahyar Rasyidi; Uria Hasnan; Muhammad Yusuf; Ahmad Nordian
Al-Mukhlashin: Jurnal Multidisiplin Ilmu Vol 2, No 2 (2025)
Publisher : Sekolah Tinggi Agama Islam Al-Jami Banjarmasin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69900/am.v2i2.11

Abstract

The background that prompted writing this article was to find out learning strategies for Islamic Religious Education because learning strategies are important in achieving learning goals. This strategy is ideally chosen according to the nature or character of the subject matter itself. Islamic Religious Education is one of the mandatory subjects in school. The main aim of this subject is to equip students with the values of Islamic teachings so that students have Islamic character and are skilled in facing challenges. Religious education has its own strategies apart from the strategies commonly used in learning other subjects. Apart from that, Islamic religious studies also have a special aim in forming attitudes besides educating the mind. Meanwhile, in evaluating the success of Islamic religious learning, it is not only about assessing cognitive and psychological abilities, but also assessing attitudes is more important. This writing uses qualitative research methods and data collection techniques using library research methods.
The Effectiveness of Islamic Character Education in Enhancing Students’ Leadership, Discipline, and Moral Values Mukhlis Mukhlis; Husna Husna; Ahyar Rasyidi; Uria Hasnan; Muhammad Yusuf; Ahmad Nordian
Al-Mukhlashin: Jurnal Multidisiplin Ilmu Vol 3, No 1 (2026)
Publisher : Sekolah Tinggi Agama Islam Al-Jami Banjarmasin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69900/am.v3i1.12

Abstract

This study examines the effectiveness of Islamic character education in enhancing leadership, discipline, and moral development among students. The primary objective of this research is to analyze how Islamic character education contributes to shaping students’ leadership qualities, strengthening disciplinary behavior, and fostering moral integrity in educational institutions. The study employs a library research method by systematically reviewing books, peer-reviewed journal articles, and relevant academic publications related to Islamic education, character development, and student leadership. Data were analyzed through content analysis to identify recurring themes, conceptual frameworks, and empirical findings from previous studies. The results indicate that Islamic character education plays a significant role in developing leadership through value-based role modeling, strengthening discipline through habituation and moral supervision, and enhancing moral behavior through internalization of Islamic ethical principles. Furthermore, Islamic character education is shown to integrate spiritual, cognitive, and behavioral dimensions in a holistic manner. These findings suggest that Islamic character education is an effective approach to addressing moral decline and leadership challenges in contemporary education. The study concludes that the systematic implementation of Islamic character education can significantly contribute to the formation of disciplined, morally upright, and responsible future leaders.
Co-Authors Ahmad Nordian Ahyar Rasyidi Khalid Abdullah Al Muzaini Maryam Rashid Saleh Al Tamimi Muhammad Yusuf Mukhlis Mukhlis Muneera Mohammed Al Dossary Uria Hasnan