[PDF] Artificial Intelligence (AI) Literacy as a Pathway for School Teachers' Professional Development
M Sagheem, N Jan, S Hassan, MN Tariq - BTTN Journal, 2025
… to take AI education courses. Thus, the development of AI literacy deserves our
undivided attention in order to expand our knowledge of AI learning for … The term "artificial
intelligence literacy" is used to describe expertise in various fields; it is a mix of the …
undivided attention in order to expand our knowledge of AI learning for … The term "artificial
intelligence literacy" is used to describe expertise in various fields; it is a mix of the …
 |  |  |  |
[HTML] AI literacy and competency: definitions, frameworks, development and future research directions
TKF Chiu - Interactive Learning Environments, 2025
… of artificial intelligence (AI) into daily life – from generative tools like ChatGPT to
predictive algorithms shaping our newsfeeds – has made AI literacy … While often
used interchangeably, AI literacy and AI competency are related but distinct concepts …
predictive algorithms shaping our newsfeeds – has made AI literacy … While often
used interchangeably, AI literacy and AI competency are related but distinct concepts …
| | | |
[PDF] Influencing Factors of Artificial Intelligence Literacy among University Students: Based on an Extended UTAUT Model
X Tang, MSY Jong - AI 時代下的 STEAM 教育
… AI literacy, to explore how digital resilience influences AI literacy based on the
UTAUT model, and to provide implications of enhancement of AI literacy…
influencing the use of Generative artificial intelligence (GenAI) in university students' …
UTAUT model, and to provide implications of enhancement of AI literacy…
influencing the use of Generative artificial intelligence (GenAI) in university students' …
| | | |
Development and validation of the Generative AI Literacy for Learning Scale (GenAI-LLs)
MM Gümüş, K Mehmet - Australasian Journal of Educational Technology, 2025
… on artificial intelligence (AI) in education has mainly focused on the measurement
instruments relevant to learning about AI and framing AI literacy as learning about AI. …
and validating a scale pertinent to learning with generative artificial intelligence (GenAI) …
instruments relevant to learning about AI and framing AI literacy as learning about AI. …
and validating a scale pertinent to learning with generative artificial intelligence (GenAI) …
| | | |
AI Literacy as a Key Driver of User Experience in AI-Powered Assessment: Insights from Socratic Mind
M Yilmaz Soylu, J Lee, JT Hung, C Zhang Cui… - arXiv e-prints, 2025
… As Artificial Intelligence (AI) tools become increasingly embedded in higher
education, understanding how students interact with these … This study examines
how students' AI literacy and prior exposure to AI technologies shape their …
education, understanding how students interact with these … This study examines
how students' AI literacy and prior exposure to AI technologies shape their …
| | | |
[HTML] Factors Influencing Generative AI Usage Intention in China: Extending the Acceptance–Avoidance Framework with Perceived AI Literacy
C Liu, L Yang, X Dong, X Li - Systems, 2025
… (TTAT), this research integrates perceived AI literacy into the AI acceptance–avoidance
framework as a central … artificial intelligence’s nature as a new technological
science simulating and extending human intelligence [34], AI literacy emerges as …
framework as a central … artificial intelligence’s nature as a new technological
science simulating and extending human intelligence [34], AI literacy emerges as …
| | | |
[PDF] The Rise of Artificial Intelligence in Academic Libraries: Opportunities and Concerns
D Emin - Emerging Library & Information Perspectives, 2025
… of artificial intelligence (AI) in academic libraries across the globe. These uses are
then weighed against the concerns about the adoption of AI in … from academic
libraries to guide staff, transparency, and the implementation of AI literacy instruction …
then weighed against the concerns about the adoption of AI in … from academic
libraries to guide staff, transparency, and the implementation of AI literacy instruction …
| | | |
[PDF] Responsible integration of generative artificial intelligence in academic writing: a narrative review and synthesis
U Sodangi, A Isma'il - 2025
… Figure 1 shows that transparent disclosure and human oversight are the most
emphasized strategies for ethically integrating AI in academic writing. Less cited but
still important are AI literacy, selective tool use, and using AI as an aid not a …
emphasized strategies for ethically integrating AI in academic writing. Less cited but
still important are AI literacy, selective tool use, and using AI as an aid not a …
| | | |
Diversifying Understandings of AI Literacy: A Global South Perspective from Vietnam Education
V Cui, L Wheatcroft, DNTT Trang, J Bird, NV Hien… - Advances in Intelligent …, 2025
… The rapid rise of Generative Artificial Intelligence (AI) is increasingly influencing
the education sector globally. Understanding and … value in the use of AI in
education, but there are still gaps in ethics, infrastructure, and training. We argue …
the education sector globally. Understanding and … value in the use of AI in
education, but there are still gaps in ethics, infrastructure, and training. We argue …
| | | |
Developing AI Literacy Competencies Among First-Year Engineering Students
E Poitras-Whitecalf, K Shnaikat, S Okwuegbuna… - Proceedings of the …, 2025
… As artificial intelligence (AI) continues to become a significant component of
modern engineering, it is important that incoming students learn foundational AI …
to build their competencies in AI literacy and effective and responsible use of AI …
modern engineering, it is important that incoming students learn foundational AI …
to build their competencies in AI literacy and effective and responsible use of AI …
Bibliometric Analysis of Artificial Intelligence Literacy Research Status Based on Clustering
Y Wu, Y Wu, T Ji, Y Luo, Y Lin, Y Yang, Y Liu - … on Artificial Intelligence and Big Data …, 2025
… In this study, the keywords in the field of AI literacy in CNKI were normalized and
processed, such as “AI”, which were unified into “Artificial Intelligence”. By using the
VOSviewer to draw the keyword co-occurrence network of AI literacy, we can obtain …
processed, such as “AI”, which were unified into “Artificial Intelligence”. By using the
VOSviewer to draw the keyword co-occurrence network of AI literacy, we can obtain …
| | | |
Modeling Socially Constructed Knowledge Using Multimodal Machine Learning: A Case Study in K-12 AI Literacy Education Classroom
MB Hosen, LK Chen, SH Chowdhury, E Bosarge… - … on Artificial Intelligence in …, 2025
… construction in AI literacy classrooms. This work contributes to the emerging body
of research on the application of AI in real-world K-12 AI literacy settings and
demonstrates how AI can serve not only as a subject of instruction but also as a tool …
of research on the application of AI in real-world K-12 AI literacy settings and
demonstrates how AI can serve not only as a subject of instruction but also as a tool …
| | | |
Playful Pathways to AI Literacy: Designing NLP Activities for Middle School AI Education
A Goslen, C Aguiar, J Vandenberg, V Cateté, W Min… - … on Artificial Intelligence in …, 2025
… processing (NLP), aimed at demystifying AI concepts for middle school students.
The activities … from this work to support the broader integration of AI literacy in
educational settings. … identified key design principles for developing effective AI …
The activities … from this work to support the broader integration of AI literacy in
educational settings. … identified key design principles for developing effective AI …
| | | |
Developing AI literacy through design education
S Norris, Y Luo, A Resmini, D Gkouskos - 2025
… designers of AI-enabled products, who need to understand materials properties to
design effectively, emphasising a need for AI literacy, a … , Human-Centred Design,
and Human-Centred Artificial Intelligence, can help students develop AI literacy. We …
design effectively, emphasising a need for AI literacy, a … , Human-Centred Design,
and Human-Centred Artificial Intelligence, can help students develop AI literacy. We …
| | | |
The Effects of Artificial Intelligence Supported Flipped Classroom Applications on Learning Experience, Perception, and Artificial Intelligence Literacy in Higher …
M Yavuz, Ş Balat, B Kayalı - Open Praxis, 2025
… the impact of AI-supported flipped classroom applications on students’ AI literacy
and to … determine students’ perceptions of flipped learning and AI literacy levels.
In the qualitative phase of … Data were collected through a flipped learning …
and to … determine students’ perceptions of flipped learning and AI literacy levels.
In the qualitative phase of … Data were collected through a flipped learning …
| | | |
[HTML] Closing the Artificial Intelligence Skills Gap in Construction: Competency Insights from a Systematic Review
L Obi, IC Osuizugbo, BO Awuzie - Results in Engineering, 2025
… The integration of Artificial Intelligence (AI) into the construction industry is
transforming traditional practices and demanding a new set of … study to identify
and synthesise the AI-related skillsets essential for construction professionals to …
transforming traditional practices and demanding a new set of … study to identify
and synthesise the AI-related skillsets essential for construction professionals to …
| | | |
ARTIFICIAL INTELLIGENCE (AI) IN COMMUNICATION: NAVIGATING THE TOOL-WEAPON SPECTRUM OF ENVIRONMENTAL SUSTAINABILITY IN NIGERIA
FO OGIDIAGBA, S OKUCHEMIYA, VO MUKORO - Indonesian Journal of Education …, 2025
… of Artificial Intelligence (AI) technology on environmental sustainability in Abraka
Metropolis within Delta State Nigeria. It analyses how AI … strengthen AI literacy,
enhance AI regulations, improve AI accessibility, integrate AI with human-led …
Metropolis within Delta State Nigeria. It analyses how AI … strengthen AI literacy,
enhance AI regulations, improve AI accessibility, integrate AI with human-led …
| | | |
CLJ4AI: Citizen Learning Journey for AI
LFC Costa, CE Barbosa, H de Andrade, Y Lima… - … on Artificial Intelligence in …, 2025
… Recent studies have demonstrated a significant rise in interest among
adolescents and young adults in Generative Artificial Intelligence (… , it becomes
possible to integrate digital and AI literacy—particularly within the field of Artificial …
adolescents and young adults in Generative Artificial Intelligence (… , it becomes
possible to integrate digital and AI literacy—particularly within the field of Artificial …
| | | |
[PDF] School Librarians' AI Literacy, Readiness and Professional Engagement with AI Technologies: An International Survey
Z Hossain, C Hertel - 2025
… integration of artificial intelligence (AI) into societal systems—from workplaces to
education—has ushered in an era where AI literacy is no … gap by understanding
school librarians' AI literacy and engagement, as well as their preparedness to …
education—has ushered in an era where AI literacy is no … gap by understanding
school librarians' AI literacy and engagement, as well as their preparedness to …
| | | |
Teaching and Learning with AI: A qualitative study on K-12 teachers' use and engagement with Artificial Intelligence
T Tripathi, SR Sharma, V Singh, P Bhargava, C Raj - Frontiers in Education
… in an AI Literacy and Ecological Teacher Agency Framework. Three key findings
emerged: Teachers simultaneously embrace AI's potential to … Both teachers and
students demonstrate emerging technical AI competencies, but significant gaps in …
emerged: Teachers simultaneously embrace AI's potential to … Both teachers and
students demonstrate emerging technical AI competencies, but significant gaps in …
[PDF] Artificial Intelligence Literacy, Digital Literacy, and Information Fluency in Academic Libraries in Nigeria: A Review
Z Haruna, O Oni, IH Obadoa - POMLIF Journal of Library and Information Science, 2025
… Abstract This study reviewed artificial intelligence (AI) literacy, digital literacy and
information fluency in Nigerian academic libraries. The … of artificial intelligence
digital literacy and information fluency in Nigerian academic libraries …
information fluency in Nigerian academic libraries. The … of artificial intelligence
digital literacy and information fluency in Nigerian academic libraries …
| | | |
[PDF] Bringing Artificial Intelligence (AI) into Health Information Seeking Behavior: A Study of AI and Information Seeking Research
BD Lund, NR Mannuru, M Katta, SSLM Hota… - Journal of Health …, 2025
… These insights underscore the growing emphasis on individual differences in
behavior and emphasize the essential need for the responsible design and
development of literacy programs that integrate both AI literacy and traditional …
behavior and emphasize the essential need for the responsible design and
development of literacy programs that integrate both AI literacy and traditional …
| | | |
Investigating Chinese English learners' readiness for Artificial Intelligence (AI) technologies: A theory of planned behavior (TPB) perspective
H Zhang - Learning and Motivation, 2025
… Artificial Intelligence (AI) technologies in various aspects of human life and career,
second and foreign language (L2) educators and practitioners highlighted AI
readiness and literacy … (EFL) students are ready to accept and implement AI tools …
second and foreign language (L2) educators and practitioners highlighted AI
readiness and literacy … (EFL) students are ready to accept and implement AI tools …
| | | |
[PDF] Use of artificial intelligence in healthcare in South Africa: A scoping review
J Chipps, T Sibindi, A Cromhout, A Bagula - Health SA Gesondheid, 2025
… promote access to the benefits of using machine learning in healthcare, and AI
literacy in the health sector to … of machine learning, similar to a review on AI use in
the health sector in Tanzania (Sukums et al. 2023), but does show some increasing …
literacy in the health sector to … of machine learning, similar to a review on AI use in
the health sector in Tanzania (Sukums et al. 2023), but does show some increasing …
| | | |
[PDF] Artificial Intelligence Integration in the Acquisition of English Academic Writing
G Urbaite - Porta Universorum, 2025
… The paper concludes that a successful integration of AI into academic writing
pedagogy necessitates the development of critical AI literacy among students and
educators, alongside the implementation of clear institutional guidelines to ensure …
pedagogy necessitates the development of critical AI literacy among students and
educators, alongside the implementation of clear institutional guidelines to ensure …
| | | |
Task–Technology Fit Leads to Conflict: The Double-Edged-Sword Effect of Generative Artificial Intelligence on Scientific Creative Performance in Humanities and …
P Qian, X Xie - International Journal of Human–Computer Interaction, 2025
… revealed that TTF generates a paradox by enhancing AI literacy while increasing
AI dependence. AI literacy promotes augmentation interactions, boosting scientific
creativity, … We propose that the TTF of GAI fosters two distinct AI usage mindsets …
AI dependence. AI literacy promotes augmentation interactions, boosting scientific
creativity, … We propose that the TTF of GAI fosters two distinct AI usage mindsets …
| | | |
[PDF] Integrating artificial intelligence into medical education: a roadmap informed by a survey of faculty and students
MA Blanco, SW Nelson, S Ramesh, CE Callahan… - Medical Education Online, 2025
… , highlighting the urgent need to enhance AI literacy among medical educators [Citation3].
AI can support medical student learning through … Despite this, we used these
findings to initiate the integration of AI literacy into our curriculum and hope other …
AI can support medical student learning through … Despite this, we used these
findings to initiate the integration of AI literacy into our curriculum and hope other …
| | | |
[PDF] SCIENTIFIC THINKING IN THE AGE OF ARTIFICIAL INTELLIGENCE
M Tuxtabayeva, G Ayitqulova - Наука и технология в современном мире, 2025
… AI literacy into scientific training and encourages a reflective approach to
technology-driven research. Keywords: Artificial intelligence, scientific thinking,
machine learning, … However, the rapid advancement of Artificial Intelligence (AI) is …
technology-driven research. Keywords: Artificial intelligence, scientific thinking,
machine learning, … However, the rapid advancement of Artificial Intelligence (AI) is …
| | | |
[PDF] Ethical Artificial Intelligence in Education: A Southern African Framework Decoding Algorithmic Through Governance Lens
M Ntsobi, BJ Mwale, K Ntsobi - American J Sci Edu Re: AJSER-252, 2025
… of artificial intelligence (AI) as it integrates into education and society. It examines
challenges such as data privacy, algorithmic bias, AI … By fostering AI literacy and
ethical awareness, this study contributes to ongoing discussions on AI ethics …
challenges such as data privacy, algorithmic bias, AI … By fostering AI literacy and
ethical awareness, this study contributes to ongoing discussions on AI ethics …
| | | |
Digital Health and Artificial Intelligence in Cancer Detection and Management: Bridging the Gap Between Research and Clinical Practice
S Barua, CJ Paller, N Randhawa, A Rao - Frontiers in Artificial Intelligence
… outputs, appropriate patient communication about AI-derived insights, and … AI
literacy into medical education at all levels, emphasizing complementary human-AI
collaboration rather than algorithmic deference.Patient and Caregiver Literacy …
literacy into medical education at all levels, emphasizing complementary human-AI
collaboration rather than algorithmic deference.Patient and Caregiver Literacy …
[PDF] The Changing Role of University Faculty in the Era of Artificial Intelligence: A Systematic Literature Review
D Sulisworo, G Ofluoglu - Buletin Edukasi Indonesia, 2025
… ) pedagogical innovations with AI-assisted tools, (2) the shift in administrative
responsibilities and decision-making supported by AI analytics, and (3) emerging
ethical roles and the need for AI literacy among faculty. The study concludes that AI …
responsibilities and decision-making supported by AI analytics, and (3) emerging
ethical roles and the need for AI literacy among faculty. The study concludes that AI …
| | | |
[PDF] Can Generative Artificial Intelligence Ever Be a True Collaborator? Rethinking the Nature of Collaborative Problem-Solving.
L Brandl, C Richters, N Kolb, M Stadler - … of the 2nd Workshop on Generative AI for …, 2025
… -AI requires a distinct skill set, including prompt engineering, critical evaluation of
AI output, and ethical awareness, which collectively define AI literacy. … As we strive
to equip individuals with 21st-century skills, cultivating both AI literacy and genuine …
AI output, and ethical awareness, which collectively define AI literacy. … As we strive
to equip individuals with 21st-century skills, cultivating both AI literacy and genuine …
| | | |
[PDF] Research on Contextualized Assessment of Artificial Intelligence Literacy in Primary and Secondary School Students and Implications
Y Luxin
… To clarify the current landscape of AI literacy assessment for these students, this
study conducted a systematic literature analysis across … in AI education. According
to a series of related research and practice of primary and secondary school students' …
study conducted a systematic literature analysis across … in AI education. According
to a series of related research and practice of primary and secondary school students' …
| | | |
How Do 13–16-Year-Olds Understand AI? A Topic Modeling Study of Swedish Students' Perceptions
M Saarela, AT Mohammed, J Velander, R Zerega - … Models and Artificial Intelligence …, 2025
… This research contributes to the growing body of work on AI literacy by providing
evidence-based … AI literacy in K-12 education, highlighting Swedish students’
diverse perceptions of AI. As AI continues to shape our world, understanding how …
evidence-based … AI literacy in K-12 education, highlighting Swedish students’
diverse perceptions of AI. As AI continues to shape our world, understanding how …
| | | |
Distinguishing Minds: A Narrative Game for Teaching AI Literacy and Ethics in K-12 Education
P Kumar, S Choate - Authorea Preprints, 2025
… As artificial intelligence (AI) … AI literacy and the cognitive tools to assess
whether content is generated through AI. This paper presents the design and
development of an educational video game that introduces students to AI concepts …
whether content is generated through AI. This paper presents the design and
development of an educational video game that introduces students to AI concepts …
| | | |
Artificial Intelligence and Equal Opportunity in Education
AG Üstün, E Sur - AI, Personalization, Equity, and the Future of Learning, 2026
… Artificial intelligence (AI) technologies can reduce these inequalities through
personalized learning, disability-accessible content and multilingual-… of AI, the
effects of algorithmic biases, and teachers' AI literacy, and offers recommendations …
personalized learning, disability-accessible content and multilingual-… of AI, the
effects of algorithmic biases, and teachers' AI literacy, and offers recommendations …
| | | |
… the Degree of Science Teachers' employment of Artificial Intelligence Tools in Teaching at Pre-University Education Stages in Egypt Based on Their Digital Literacy
MTF Emara, AAA Amoosh - التربية (الأزهر): مجلة علمية محکمة للبحوث التربوية …, 2025
… The research aimed to assess the degree of employing Artificial Intelligence (AI)
tools and digital fluency among science teachers at pre-… between AI tools
employment and teachers’ degree of digital fluency. Furthermore, the research …
tools and digital fluency among science teachers at pre-… between AI tools
employment and teachers’ degree of digital fluency. Furthermore, the research …
| | | |
[PDF] Artificial Intelligence and Academic Performance: Student Perceptions in the Age of Smart Learning
R Elshaikh, M Beiki, T Saifeldin, A Kumar, A Alfeel
… AI literacy programs and institutional policies that address ethical concerns, foster
responsible AI engagement, and support students in maximizing the educational
bene ts of AI … on smart learning and offers actionable insights for shaping the …
responsible AI engagement, and support students in maximizing the educational
bene ts of AI … on smart learning and offers actionable insights for shaping the …
| | | |
Artificial Intelligence and its effect on Radiology Residency Education: Current Challenges, Opportunities, and Future Directions
J Volin, M van Assen, W Bala, N Safdar, P Balthazar - Journal of the American College …, 2025
… Proposed Types of AI Curricula Several ideologies regarding what level of AI
literacy is needed and which types of curricula accomplish those needs … They rely
on multi-disciplinary educators and tailor the material to the baseline knowledge and …
literacy is needed and which types of curricula accomplish those needs … They rely
on multi-disciplinary educators and tailor the material to the baseline knowledge and …
| | | |
A Policy Framework for the Use of Generative Artificial Intelligence in Higher Education Institutions
AA Alli, Y Magombe, I Lwembawo, J Kasadha - 2025 IST-Africa Conference (IST …, 2025
… tools effectively into their pedagogy, with professional development programs
focused on AI literacy and ethical … AI integration in education, institutions should
establish clear policies on ethical use, academic integrity, and AI-generated content …
focused on AI literacy and ethical … AI integration in education, institutions should
establish clear policies on ethical use, academic integrity, and AI-generated content …
