The Effect of Deep Learning and Love-Based Curriculum on Students' HOTS at MA Hikmah Kamilah Brebes

Authors

  • Muhammad Al Akhosh Universitas Islam Negeri (UIN) Siber Syekh Nurjati Cirebon, Indonesia
  • Septi Gumiandari Universitas Islam Negeri (UIN) Siber Syekh Nurjati Cirebon, Indonesia
  • Ahmad Arifuddin Universitas Islam Negeri (UIN) Siber Syekh Nurjati Cirebon, Indonesia

DOI:

https://doi.org/10.69552/mumtaz.v6i2.3870

Keywords:

Deep Learning, Love-Based Curriculum, Higher Order Thinking Skills (HOTS), Islamic Religious Education

Abstract

Digital transformation brings changes to the way students learn and think, but the learning process in a number of schools still faces low student participation, reflective skills, and empathy. Learning that is oriented towards mastery of academic material also tends to position students as recipients of information so that critical thinking skills and the connection of knowledge to social life have not been developed optimally. This study aims to analyze the effect of the implementation of Deep Learning combined with the Love-Based Curriculum (KBC) on students' Higher Order Thinking Skills (HOTS) in Islamic Religious Education (PAI) learning at MA Hikmah Kamilah Brebes and identify differences in results compared to conventional learning. The study used a quantitative descriptive approach by comparing HOTS achievements between classes implementing Deep Learning–KBC and conventional classes. The results showed that the Deep Learning–KBC class obtained an average score of 21.1, while the conventional class obtained an average score of 14.2, with a difference of 6.9 points. In the Deep Learning–KBC class, 40% of students were in the very high category and 60% were in the high category. In contrast, in conventional classes, 50% of students were in the low category and 20% in the very low category. These findings indicate that the integration of Deep Learning and KBC provides more optimal HOTS achievement compared to conventional learning. The reflective, contextual, and humanistic approach helps students understand the material in depth, develop critical thinking, and connect knowledge with social experiences. This study provides an alternative Islamic Religious Education learning that integrates HOTS development with humanitarian values ​​and real-life relevance to support 21st-century learning competencies.

References

Afikah, A., Astuti, SRD, Suyanta, S., Jumadi, J., & Rohaeti, E. (2022). Mobile Learning in Science Education to Improve Higher-Order Thinking Skills (HOTS) and Communication Skills: A Systematic Review. International Journal of Advanced Computer Science and Applications, 13(7). https://doi.org/10.14569/IJACSA.2022.0130782

Ali, N., Afwadzi, B., Abdullah, I., & Mukmin, MI (2021). Interreligious Literacy Learning as a Counter-Radicalization Method: A New Trend among Institutions of Islamic Higher Education in Indonesia. Islam and Christian–Muslim Relations, 32(4), 383–405. https://doi.org/10.1080/09596410.2021.1996978

Anggadwita, G., Dana, L.-P., Ramadani, V., & Ramadan, RY (2021). Empowering Islamic boarding schools by applying the humane entrepreneurship approach: the case of Indonesia. International Journal of Entrepreneurial Behavior & Research, 27(6), 1580–1604. https://doi.org/10.1108/IJEBR-11-2020-0797

Burga, M.A., & Damopolii, M. (2022). Reinforcing Religious Moderation through Local Culture-Based Islamic Boarding Schools. Journal of Islamic Education, 8(2), 145–162. https://doi.org/10.15575/jpi.v8i2.19879

Chanifah, N., Hanafi, Y., Mahfud, C., & Samsudin, A. (2021). Designing a spirituality-based Islamic education framework for young Muslim generations: a case study from two Indonesian universities. Higher Education Pedagogies, 6(1), 195–211. https://doi.org/10.1080/23752696.2021.1960879

Derakhshan, A., & Taghizadeh, M. S. (2026). Does Artificial Intelligence (AI) Nurture or Hinder Language Learners' Higher‐Order Thinking Skills (HOTS)? A Phenomenological Study on L2 Learners' Perspectives and Lived Experiences. International Journal of Applied Linguistics, 36(3), 1897–1909. https://doi.org/10.1111/ijal.12824

Dzulfiqar, AS (2025). Integration of Love-Based Curriculum and Deep Learning in Islamic Religious Education: A Literature Review. Proceedings of the Annual Islamic Conference for Learning and Management, 2, 132–152. https://doi.org/10.15642/AICLeMa.2025.2.132-152

Hawk, H. (2025). Unlocking the potential: enhancing higher-order thinking skills in accounting education. Accounting Education, 34(6), 998–1025. https://doi.org/10.1080/09639284.2024.2375600

Huang, K.-L., Liu, Y., & Dong, M.-Q. (2024). Incorporating AIGC into design ideation: A study on self-efficacy and learning experience acceptance under higher-order thinking. Thinking Skills and Creativity, 52, 101508. https://doi.org/10.1016/j.tsc.2024.101508

Huang, Y.-M., Silitonga, L.M., Murti, A.T., & Wu, T.-T. (2023). Learner Engagement in a Business Simulation Game: Impact on Higher-Order Thinking Skills. Journal of Educational Computing Research, 61(1), 96–126. https://doi.org/10.1177/07356331221106918

Jannah, H. (2025). Gen Z Teachers and the Love Curriculum: Character Education Innovation in the Digital Era. Indonesian Journal of Actual Education, 4(2), 1–5. https://doi.org/10.58477/api.v4i2.357

Jansen, T., & Möller, J. (2022). Teacher judgments in school exams: Influences of students' lower-order-thinking skills on the assessment of students' higher-order-thinking skills. Teaching and Teacher Education, 111, 103616. https://doi.org/10.1016/j.tate.2021.103616

Karim, A., Bakhtiar, A., Sahrodi, J., & Chang, PH (2025). Spiritual leadership behaviors in religious workplace: the case of Islamic boarding school. International Journal of Leadership in Education, 28(6), 1293–1321. https://doi.org/10.1080/13603124.2022.2076285

Khadka, J., Dahal, N., Acharya, U., Puri, G., Subedi, N., & Hasan, Md. K. (2025). Higher-order thinking skills in e-learning contexts in higher education: a phenomenological study. Frontiers in Education, 10. https://doi.org/10.3389/feduc.2025.1555541

Kosasih, A., Supriyadi, T., Firmansyah, MI, & Rahminawati, N. (2022). Higher-Order Thinking Skills in Primary School: Teachers' Perceptions of Islamic Education. Journal of Ethnic and Cultural Studies, 9(1), 56–76. https://doi.org/10.29333/ejecs/994

Kurniawan, ES, Mundilarto, M., & Istiyono, E. (2024). Improving student higher order thinking skills using SynecticHOTS-oriented learning model. International Journal of Evaluation and Research in Education (IJERE), 13(2), 1132. https://doi.org/10.11591/ijere.v13i2.25002

Lao, HAE, Umar Ali, & Yakob Pai Tiba. (2025). Analysis of the Deep Learning Approach in Improving the Quality of Learning Management in the Independent Curriculum at SMP Negeri 3 Rote Barat. Educatum: Journal of World Education, 3(1), 56–73. https://doi.org/10.62282/je.v3i1.56-73

Ma`arif, MA, Rofiq, MH, & Sirojuddin, A. (2022). Implementing Learning Strategies for Moderate Islamic Religious Education in Islamic Higher Education. Journal of Islamic Education, 8(1), 75–86. https://doi.org/10.15575/jpi.v8i1.19037

Maryani, I., Prasetyo, ZK, Wilujeng, I., & Purwanti, S. (2022). Promoting higher-order thinking skills during online learning: The integration of metacognition in science for higher education. International Journal of Evaluation and Research in Education (IJERE), 11(4), 1980. https://doi.org/10.11591/ijere.v11i4.23129

Masyhud, M., Nurbatra, LH, & Hartiningsih, S. (2021). The Implementation of Higher Order Thinking Skills (HOTS) through Lesson Study: A Case Study at Islamic School in Thailand. JINoP (Journal of Learning Innovation), 7(1), 92–101. https://doi.org/10.22219/jinop.v7i1.10357

Mukhibat, M., Effendi, M., Setyawan, WH, & Sutoyo, M. (2024). Development and evaluation of religious moderation education curriculum at higher education in Indonesia. Cogent Education, 11(1). https://doi.org/10.1080/2331186X.2024.2302308

Mukhlis, M., Suwandi, S., Rohmadi, M., & Setiawan, B. (2023). Higher Order Thinking Skills in Reading Literacy Questions at Vocational High Schools in Indonesia. International Journal of Language Education, 7(4). https://doi.org/10.26858/ijole.v7i4.37603

OECD. (2023). PISA 2022 Results (Volume I and II): Country Notes, Indonesia.

Saada, N. (2023). Educating for global citizenship in religious education: Islamic perspective. International Journal of Educational Development, 103, 102894. https://doi.org/10.1016/j.ijedudev.2023.102894

Setiawan, J., Ajat Sudrajat, A., Aman, A., & Kumalasari, D. (2021). Development of higher order thinking skill assessment instruments in learning Indonesian history. International Journal of Evaluation and Research in Education (IJERE), 10(2), 545. https://doi.org/10.11591/ijere.v10i2.20796

Setyarini, S., Salim, H., & Purnawarman, P. (2024). Higher-Order Thinking Skills HOTS-based media literacy: An innovative learning strategy to promote the secondary students' social awareness. Forum for Linguistic Studies, 5(2). https://doi.org/10.59400/fls.v5i2.1706

Venkatraman, S., Benli, F., Wei, Y., & Wahr, F. (2022). Smart Classroom Teaching Strategy to Enhance Higher Order Thinking Skills (HOTS)—An Agile Approach for Education 4.0. Future Internet, 14(9), 255. https://doi.org/10.3390/fi14090255

Virranmäki, E., Valta-Hulkkonen, K., & Pellikka, A. (2021). Geography Curricula Objectives and Students' Performance: Enhancing the Student's Higher-Order Thinking Skills? Journal of Geography, 120(3), 97–107. https://doi.org/10.1080/00221341.2021.1877330

Wu, T.-T., Sari, NARM, & Huang, Y.-M. (2024). Integrating extended formative assessment in flipped jigsaw learning: Promoting learning engagement and higher-order thinking skills in international business education context. The International Journal of Management Education, 22(1), 100930. https://doi.org/10.1016/j.ijme.2024.100930

Yuliati, SR, & Lestari, I. (2018). Higher-Order Thinking Skills (HOTS) Analysis of Students in Solving HOTS Questions in Higher Education. Perspectives on Educational Sciences, 32(2), 181–188. https://doi.org/10.21009/PIP.322.10

Zainil, M., Kenedi, AK, Rahmatina, Indrawati, T., & Handrianto, C. (2022). The Influence of a STEM-Based Digital Classroom Learning Model and High-Order Thinking Skills on the 21st-Century Skills of Elementary School Students in Indonesia. Journal of Education and E-Learning Research, 10(1), 29–35. https://doi.org/10.20448/jeelr.v10i1.4336

Zhou, Y., Gan, L., Chen, J., Wijaya, TT, & Li, Y. (2023). Development and validation of a higher-order thinking skills assessment scale for pre-service teachers. Thinking Skills and Creativity, 48, 101272. https://doi.org/10.1016/j.tsc.2023.101272

Zuhri, A., Ramírez-Coronel, AA, Al-Hawary, SIS, Dwijendra, NKA, Muda, I., Pallathadka, H., Amiruddin, MM, & Sunarsi, D. (2023). Evaluation of the role of Islamic lifestyle in communication skills of Muslim couples. HTS Teologiese Studies / Theological Studies, 79(1). https://doi.org/10.4102/HTS.v79i1.8185

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Published

2026-09-29

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Articles

How to Cite

Al Akhosh, M., Gumiandari, S., & Arifuddin, A. (2026). The Effect of Deep Learning and Love-Based Curriculum on Students’ HOTS at MA Hikmah Kamilah Brebes. MUMTAZ : Jurnal Pendidikan Agama Islam, 6(2), 683-704. https://doi.org/10.69552/mumtaz.v6i2.3870

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