Asalibuna
Vol. 10 No. 01 (2026): Volume 10, Issue 01, June 2026

Artificial Intelligence in Arabic Speaking Instruction for Non-Native Learners: A PRISMA-Guided Systematic Review of Comparative Evidence Gaps

Gufron Zainal Abidin Sdawi Manasiq (UIN Sunan Ampel Surabaya)
Nasaruddin (UIN Sunan Ampel Surabaya)
M. Mansyur (Institut Agama Islam Miftahul Ulum Pamekasan)
Ali Al Ghifari (Al-Azhar University)



Article Info

Publish Date
21 Jul 2026

Abstract

This PRISMA 2020 systematic review maps AI technologies, populations, and speaking-related outcomes, evaluates comparative pedagogical evidence, and identifies gaps for a future research agenda. Framed by PICo with SPIDER elements, peer-reviewed English-language articles 2020–2025 were retrieved from Scopus and ERIC, with hand-searching in IEEE Xplore, ACM Digital Library, and Web of Science. Two reviewers screened records independently, disagreements were resolved by a third. Quality was appraised using the JBI Critical Appraisal Tools and the Mixed Methods Appraisal Tool (MMAT), synthesis followed a narrative approach. Of 1,485 records, 19 studies met inclusion criteria. Reclassified pedagogically, 14 of 19 were technical or model-development studies, 2 of 19 qualitative case studies, and 3 of 19 diagnostic, descriptive, or adoption studies. Speech and audiovisual systems dominated the evidence base 11 of 19, followed by NLP text-only applications 4 of 19 and a heterogeneous cluster 4 of 19. Only 4 of 19 studies involved non-native learners, none operationalised fluency, prosody, comprehensibility, or communicative competence. No study directly compared AI-supported and non-AI Arabic instruction. The Arabic AI literature demonstrates technological feasibility but not pedagogical superiority. Second Language Acquisition grounding remains limited, implicit, or insufficiently operationalised.

Copyrights © 2026






Journal Info

Abbrev

asalibuna

Publisher

Subject

Arts Education Languange, Linguistic, Communication & Media Social Sciences

Description

Asalibuna is a journal of linguistics and education on Arabic fields, published biannually: on June and December by Arabic Education Department, the State Islamic Institute (IAIN) of Kediri, Indonesia. This journal accepts research-based on papers from the fields of Arabic language teaching and ...