Jurnal Pemberdayaan Masyarakat
Vol 5, No 1 (2026)

Re-examining Quality in AI-Mediated Language Learning: A PLS-SEM Analysis of Pedagogical Alignment, Engagement, and Arabic Language Proficiency

Hendro Risbiyantoro (Universitas Darunnajah, Indonesia)
Nunu Mahnun (Universitas Islam Negeri Sultan Syarif Kasim, Indonesia)
Aprijon Efendi (Universitas Islam Negeri Sultan Syarif Kasim, Indonesia)
Miftah Hur Rahman Zh (Universitas Darunnajah, Indonesia)
Muhibuddin Fadhli (Universitas Negeri Malang, Indonesia)
Zahid Zufar At Thaariq (Cukurova University, Turkey)
Aldo Redho Syam (Universitas Negeri Jakarta, Indonesia)
Jimly Assiddiqi (Universitas Negeri Malang, Indonesia)



Article Info

Publish Date
11 Mar 2026

Abstract

This study examines the effects of AI-based learning tools on Arabic language learning among Arabic students, with student engagement and educational content quality as mediators. This study used a quantitative causal-explanatory design and administered an online questionnaire to students, teachers, and education professionals (N=960). Using Partial Least Squares Structural Equation Modeling (PLS-SEM) to analyze the data, there was a large direct positive effect of AI tools on proficiency and an even stronger positive mediating effect of student engagement. Unexpectedly, perceptions of educational content quality were strongly negatively associated with proficiency, suggesting that a mismatch between content design and the learner’s sociocultural context may impede learning even when the pedagogical design is sound. The results highlight that the success of AI in language learning is not merely a function of the state of the technology, but, more importantly, a function of pedagogically sound content and its continued capacity to promote profound engagement. This research enhances the science of technology-enhanced learning by proposing a refined model for English language education in Egypt and by providing implementation-oriented suggestions for furthering practice, calling for a shift from technocentric implementation to learner-centric orchestration of AI in Arabic language education.

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Journal Info

Abbrev

jpm

Publisher

Subject

Social Sciences

Description

This journal publishes research articles on various innovation education that are interesting and have an impact on the development of education. The journal publishes articles on interdisciplinary content and cross-field dimensions related to education from various cultural ...