Asian Journal of Applied Education
Vol. 4 No. 4 (2025): October 2025

The Role of Real-Time Learning Analytics and Pedagogical Chatbots in Improving Digital Literacy and Self-Regulated Learning among Islamic Senior High School Students

Suardi, Suardi (Unknown)



Article Info

Publish Date
31 Jul 2025

Abstract

This study examines the impact of integrating real-time learning analytics and pedagogical chatbots on enhancing digital literacy and self-regulated learning among Madrasah Aliyah students. Using a mixed-methods approach with a pre-test–post-test quasi-experimental design involving 120 students, quantitative data were collected through digital literacy tests, self-regulated learning scales, and activity logs, while qualitative data came from semi-structured interviews. Results showed a significant improvement in both digital literacy and self-regulated learning in the experimental group compared to the control group, with a positive correlation between chatbot interaction intensity and learning outcomes. Qualitative findings revealed that real-time feedback and adaptive chatbot guidance enhanced students’ intrinsic motivation and learning management skills. Overall, the integration of these technologies effectively strengthens 21st-century competencies and offers strategic implications for technology-based learning design in Islamic senior high schools.

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Journal Info

Abbrev

ajae

Publisher

Subject

Education Mathematics Other

Description

Asian Journal of Applied Education (AJAE) is a scholarly, peer-reviewed journal published by Formosa Publisher that provides a platform for unpublished articles on contemporary educational issues. It encourages debate, both theoretical and practical, on a wide range of topics representing various ...