Jul 2026· Education for Information· 0 citations· 52 references
TL;DR
The findings indicate that AI literacy integration is at its infancy stage, with integration patterns continuing to evolve, and is constrained by numerous challenges, including limited access to licensed AI tools, outdated infrastructure, lack of staff training, insufficient institutional support, ethical and data privacy concerns, and the absence of standardized pedagogical frameworks.
Abstract
Artificial intelligence (AI) literacy has emerged as an important component of information literacy (IL) instruction in academic libraries. As the field is still evolving, the review provides a timely snapshot of an emerging research domain rather than definitive conclusions. A total of 2,126 records were initially identified through searches across seven databases, and 32 studies were included for the detailed analysis in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The findings indicate that AI literacy integration is at its infancy stage, with integration patterns continuing to evolve, and is constrained by numerous challenges, including limited access to licensed AI tools, outdated infrastructure, lack of staff training, insufficient institutional support, ethical and data privacy concerns, and the absence of standardized pedagogical frameworks. At the same time, the literature highlights emerging pedagogical framework, technological platforms, and institutional initiatives, which should be interpreted as provisional patterns. Regardless of these challenges, emerging evidence indicates that AI tools can enhance IL instruction by fostering critical thinking and responsible use. The results can be valuable to academic librarians, educators, and policymakers in making informed and strategic decisions about integrating AI literacy into IL instructional practices.
This paper conceptualizes AI literacy as an extension rather than a replacement of information literacy and argues that academic libraries are uniquely positioned to mediate this transition due to their longstanding expertise in critical inquiry, ethical information use, and learner-centered pedagogy.
V. Mammadova· Proceedings of the Internati...· 0 citations
The article concludes that the literacy regarding AI is the solution to educating teachers in STEM disciplines to meet the demands of the increasingly technological educational landscape and the unavailability of the standardized hierarchy of AI literacy can be regarded as the primary flaw that needs to be filled.
Pooja· International journal of res...· 0 citations
It is concluded that information literacy needs to be redefined with greater emphasis on information verification to enable users to evaluate information more critically and accurately in the face of the challenges of the information environment driven by generative AI.
Laila Rasyida binti Linezam, Siti Nor Sarah binti Mokhtar, Mohd Razilan Abdul Kadir· International journal of res...· 0 citations
This study aimed to investigate the status of information literacy (IL) competencies of visually impaired students (VIS), challenges being faced by them, and the emerging role of stakeholders (such as libraries, library schools, government, administrators and policymakers) promoting inclusive IL instruction and pra...
Mussarat Sultan, Syeda Hina Batool, Muhammad Rafiq· Performance Measurement and...· 0 citations
Information literacy (IL) enhances individuals’ ability to navigate diverse information sources efficiently. Well-structured information literacy instruction (ILI) fosters improved information usage in formal and informal settings. This study aims to systematically review the impact of ILIs.
The Scopus and W...
Mithu Anjali Gayan, Olympia Kurmi, Nabanita Roy et al.· Global Knowledge Memory and...· 0 citations
It is proposed that mathematical literacy in the AI era should extend beyond traditional competencies to include the ability to critically evaluate AI-generated outputs, identify algorithmic limitations, and use AI responsibly a construct this review tentatively terms Mathematical AI Literacy.
Andi Mangaraja, D. Hasibuan, Ramadhan Herianto et al.· Mathline : Jurnal Matematika...· 0 citations
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