2026· International Journal of Information and Education Technology· 0 citations· 38 references
TL;DR
It is argued that institutional readiness—defined by equitable access, policy clarity, and tiered professional development—is more determinative of successful integration than technological sophistication.
Abstract
This mixed-methods study investigates the multidimensional role of AI literacy in English Language Teaching (ELT) among 50 faculty members in Saudi preparatory year programs, of whom 47 provided complete survey responses for quantitative analysis. Employing an explanatory sequential design grounded in the Technological Pedagogical Content Knowledge (TPACK) and Technology-Organization-Environment (TOE) frameworks, the research compares standardized AI literacy scores derived from a 17-item AI Awareness and Understanding (AIAU) scale with a single self-reported AI literacy rating and explores the structural determinants of adoption. Quantitative analysis showed a non-significant trend toward a perception-competence misalignment between self-reported and AIAU scale-based AI literacy scores F(2,44) = 2.83, p = 0.070, alongside stark demographic disparities: male faculty demonstrated significantly higher AI literacy than female colleagues (d = 1.11, p < 0.001), and faculty with more than 10 years of teaching experience outperformed those with 6–10 years F(1,45) = 11.31, p = 0.002, trends attributed to systemic access barriers rather than individual capability. Qualitative findings expose an “ethical competence paradox,” where faculty with high ethical concerns regarding data privacy (68.1%) and cultural misalignment (38.3%) demonstrate more sophisticated adoption reasoning. The study argues that institutional readiness—defined by equitable access, policy clarity, and tiered professional development—is more determinative of successful integration than technological sophistication. Recommendations include gender-intentional support structures and policy-grounded capacity building to align AI adoption with Vision 2030 goals.
The rapid development of Artificial Intelligence (AI) has significantly reshaped English as a Foreign Language (EFL) education. This study investigates Indonesian EFL students' perceptions of artificial intelligence (AI) use in their language learning, focusing on a gender-based perspective to identify local patterns i...
The growing integration of artificial intelligence (AI) in higher education has positioned AI literacy as an important competency across disciplines. This exploratory cross-sectional study examined whether AI literacy differed across three disciplinary groups at Universiti Putra Malaysia (UPM) and whether self-directed...
Yu-Can Li, Ahmad Sarji Abdul Hamed· Pertanika Journal of Vocatio...· 0 citations
Artificial intelligence (AI) literacy has become an important component of teacher preparation, yet limited evidence is available on pre-service teachers’ self-reported AI literacy profiles and the challenges they perceive in connecting AI-related awareness with pedagogical practice. This study examined self-reported A...
Yu Hu, Lan Wang· Frontiers in Education· 0 citations
It is argued that GenAI literacy in TESOL is better conceptualized as language-mediated professional judgment, encompassing evaluation, mediation, constraint-setting, and principled refusal, than as adoption readiness.
Johanathan Woodworth· Digital Studies in Language...· 0 citations
This study investigates English as a Foreign Language (EFL) teachers’ perceptions of ethical artificial intelligence (AI) use in teaching, learning, and assessment within an Omani higher education context. Despite rapid AI adoption in education, institutional governance frameworks remain critically underdeveloped, part...
Surya Subrahmanyam Vellanki, Asiya T. Tabassum· Arab World English Journal· 0 citations
Oral proficiency is the area in which Indonesian English majors most often fall short, and the arrival of conversational artificial intelligence has widened access to speaking practice without settling the question of who actually benefits from it. Intervention studies report average gains yet say little about the lear...
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