Ar-Rayyan: Journal of Islamic Education
Vol. 2 No. 2: Juli-Des 2025, Ar-Rayyan: Journal of Islamic Education

Deep Learning-Based Islamic Religious Education: Transforming Higher-Order Thinking Skills in Contemporary Classrooms

Husna Husna (Sekolah Tinggi Agama Islam (STAI) Al-Jami Banjarmasin)
Khalid Abdullah Al Muzaini (Imam Abdulrahman Bin Faisal University, Saudi Arabia)
Maryam Rashid Saleh Al Tamimi (Imam Abdulrahman Bin Faisal University, Saudi Arabia)
Muneera Mohammed Al Dossary (Imam Abdulrahman Bin Faisal University, Saudi Arabia)



Article Info

Publish Date
11 Dec 2025

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

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Journal Info

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ar

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Description

Ar-Rayyan: Journal of Islamic Education is a peer-reviewed academic journal dedicated to advancing the field of Islamic education through rigorous research, innovative practices, and scholarly discourse. This journal serves as a platform for educators, researchers, and practitioners to explore the ...