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

Risbiyantoro, Hendro (Unknown)
Mahnun, Nunu (Unknown)
Efendi, Aprijon (Unknown)
Zh, Miftah Hur Rahman (Unknown)
Fadhli, Muhibuddin (Unknown)
At Thaariq, Zahid Zufar (Unknown)
Syam, Aldo Redho (Unknown)
Assiddiqi, Jimly (Unknown)



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.

Copyrights © 2026






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 ...