Journal of Deep Learning
Vol. 1, No. 2, December 2025

Strategies of Deep Learning to Foster Meaningful and Sustainable Education in the 21st Century

Wafa Taqiyya (Faculty of Teacher Training and Education, Universitas Muhammadiyah Surakarta)
Ratnasari Dyah Utami (Faculty of Teacher Training and Education, Universitas Muhammadiyah Surakarta)
Muh Samsuri (Faculty of Sains dan Technology, Universitas Muhammadiyah Karanganyar)
Heri Siswanto (Faculty of Sains dan Technology, Universitas Muhammadiyah PKU Surakarta)



Article Info

Publish Date
05 Aug 2025

Abstract

The 21st century demands a transformation of learning paradigms that not only focus on academic outcomes but also emphasize the development of critical thinking, collaboration, creativity, and communication skills. This study aims to identify and formulate applicable and contextual deep learning strategies for 21st-century education, as well as to examine their effectiveness in promoting meaningful and sustainable learning. Employing a qualitative approach through literature review, data were collected from various relevant sources. The findings reveal that deep learning strategies—anchored in the principles of Meaningful Learning, Mindful Learning, and Joyful Learning—enhance the quality of interaction among students, learning materials, and teachers. The developed model consists of four stages: contextual exploration, conceptual elaboration, reflection, and action. These strategies are applicable across educational levels and emphasize students' active engagement in the learning process. The results show that the implementation of deep learning contributes to the development of students’ critical thinking, creativity, and adaptability. Furthermore, these strategies strengthen students’ collaborative and reflective capacities, creating a learning environment that is both enjoyable and relevant. The study concludes that deep learning strategies are not only aligned with the demands of modern education but also have the potential to build an inclusive and sustainable learning system. Their implementation supports improved social, economic, and environmental development while preparing young generations to face global challenges. Thus, deep learning serves as a bridge toward educational transformation centered on 21st-century competencies.

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Journal Info

Abbrev

jdl

Publisher

Subject

Education Languange, Linguistic, Communication & Media Social Sciences

Description

The Journal of Deep Learning is dedicated to advancing research on deep learning as a methodological approach in education and AI-based technological development. We emphasize deep learning integrated with artificial intelligent (AI) that fosters meaningful, joyful, and mindful education—rooted in ...