Integrating Generative Artificial Intelligence (AI)-Based Multimodal Learning in Education to Enhance Literacy Aligned with Sustainable Development Goals (SDGs)
Keywords:
Deep learning, Elementary students, Generative AI, Multimodal learningAbstract
This study aimed to investigate the integration of artificial
intelligence (AI)-based multimodal learning in education to
enhance students’ literacy in alignment with Sustainable
Development Goals. A quasi-experimental design was
employed with elementary students who participated in
lessons supported by teacher modelling and AI scaffolding.
The intervention was implemented through literacy tasks
focusing on descriptive writing and multimodal expression.
The results indicated that students improved in their ability
to construct coherent descriptive texts enriched with visual
elements, demonstrating progress in vocabulary use and
multimodal literacy. These findings are significant because
the combination of teacher guidance and AI feedback
strengthened the learning process by connecting linguistic
concepts with meaningful tasks. The study highlights the
impact of aligning educational innovations with Sustainable
Development Goals (SDGs), showing that AI-assisted
multimodal learning can foster student-centered pedagogy,
improve literacy development, and provide sustainable
pathways for integrating digital technologies into education.
References
Abdulmuhsin, I., Bolaji, H.O., Abdulazeez, B.T.A., and Salamia, A.O. Awareness and utilization
of artificial intelligence-based intelligent tutoring systems (ITS) in enhancing chemistry education through information and communication technology (ICT). ASEAN Journal of Educational Research and Technology, 4(2), 171-186.
Abdulmumin, I.A., and Abdulrahman, M.R. (2025). Undergraduate perception, attitude, and
utilization of artificial intelligence (AI) ChatGPT for learning: An educational technology
perspective. Indonesian Journal of Multidiciplinary Research, 5(1), 175-186
Afifah, S., Mudzakir, A., and Nandiyanto, A.B.D. (2022). How to calculate paired sample t-test
using SPSS software: From step-by-step processing for users to the practical examples in
the analysis of the effect of application anti-fire bamboo teaching materials on student
learning outcomes. Indonesian Journal of Teaching in Science, 2(1), 81-92.
Agarry, R.O., Omolafe, E.V., Animashaun, V.O., and Babalola, E.O. (2022). Primary education
undergraduates’ competency in the use of artificial intelligence for learning in Kwara
State. ASEAN Journal of Educational Research and Technology, 1(2), 111-118.
Agustin, M.I., Muktiarni, M., and Mupita, J. (2022). Implementation of the reading and writing
literacy program to elementary school students about the impact of the natural disaster
of mount Merapi. Indonesian Journal of Teaching in Science, 2(2), 99-106.
Al Husaeni, D.F., Al Husaeni, D.N., Nandiyanto, A.B.D., Rokhman, M., Chalim, S., Chano, J., Al
Obaidi, A.S.M., and Roestamy, M. (2024). How technology can change educational
research? Definition, factors for improving quality of education and computational
bibliometric analysis. ASEAN Journal of Science and Engineering, 4(2), 127-166.
Al Husaeni, D.F., Haristiani, N., Wahyudin, W., and Rasim, R. (2024). Chatbot artificial
intelligence as educational tools in science and engineering education: A literature
review and bibliometric mapping analysis with its advantages and disadvantages. ASEAN
Journal of Science and Engineering, 4(1), 93-118.
Al Husaeni, D.N., and Haristiani, N. (2025). What evidence supports the advancement of
language learning through digital innovation? Toward achieving Sustainable
Development Goals (SDGs) in the 21st century completed with bibliometric
analysis. ASEAN Journal of Science and Engineering, 5(2), 327-356
Alhammad, A. I. (2025). Implementing a genre-based approach to enhance essay writing skills
in Saudi EFL learners. Journal of Language Teaching and Research, 16(1), 295-301.
Alimi, A.E., Buraimoh, O.F., Aladesusi, G.A., and Babalola, E.O. (2021). University students’
awareness of, access to, and use of artificial intelligence for learning in Kwara State.
Indonesian Journal of Teaching in Science, 1(2), 91-104.
Al-Khassawneh, Y.A. (2023). A review of artificial intelligence in security and privacy: Research
advances, applications, opportunities, and challenges. Indonesian Journal of Science and
Technology, 8(1), 79-96.
Andhini, A.B., and Sakti, A.W. (2021). Impact of distance learning on reading and writing
ability in elementary school students. Indonesian Journal of Multidiciplinary Research,
(2), 393-398.
Arifin, K., Sirih, M., Munir, A., Jahidin, and Sabilu, M. (2025). The influence of multimodal learning strategies on prospective biology teachers' literacy-numeracy learning outcomes. EURASIA Journal of Mathematics, Science and Technology Education, 21(1), em2563.
Balasubramanian, K. (2025). The future of teaching: Artificial intelligence (AI) and artificial
general intelligence (AGI) for smarter, adaptive, and data-driven educator
training. Indonesian Journal of Teaching in Science, 5(1), 49-54.
Chan, A. Y. W., and Sung, C. C. M. (2025). Enhancing students’ digital literacy skills through
their technology use in a course-based research project: A Hong Kong case study. Asia
Pacific Education Review, 2025, 1-14.
Cheah, Y.H., Jingru, L., and Kim, J. (2025). Integrating generative artificial intelligence in K-12
education: Examining teachers’ preparedness, practices, and barriers. Computers and
Education: Artificial Intelligence, 8, 1-12.
Cheung, K. K. C., Pun, J., Kenneth-Li, W., and Mai, J. (2025). Exploring students’ multimodal
representations of ideas about epistemic reading of scientific texts in generative AI
tools. Journal of Science Education and Technology, 34(2), 284-297.
Damayanti, K.D., and Santosa, M.H. (2024). The effect of prowritingaid writing tool on the
writing skills of english as a foreign language (EFL) students: A systematic literature
review. Indonesian Journal of Multidiciplinary Research, 4(2), 469-478.
De Oliveira, L. C., and dos Santos, A. E. (2025). Using AI-text generated mentor texts for genre
based pedagogy in second language writing. Journal of Second Language Writing, 67,
Derewianka, B. (2003). Trends and issues in genre-based approaches. RELC Journal, 34(2),
-154.
Dimitriadou, E., and Lanitis, A. (2023). A critical evaluation, challenges, and future
perspectives of using artificial intelligence and emerging technologies in smart
classrooms. Smart Learning Environments, 10(1), 12.
Fedorenko, S.V. (2019). Experience of developing students’ multimodal literacy in the digital
learning environment of higher education institutions. Information Technologies and
Learning Tools, 69(1), 12-20.
Fiandini, M., Nandiyanto, A.B.D., Al Husaeni, D.F., Al Husaeni, D.N., and Mushiban, M. (2024).
How to calculate statistics for significant difference test using SPSS: Understanding
students comprehension on the concept of steam engines as power plant. Indonesian
Journal of Science and Technology, 9(1), 45-108.
Fiandini, M., Nandiyanto, A.B.D., and Kurniawan, T. (2023). Bibliometric analysis of research
trends in conceptual understanding and sustainability awareness through artificial
intelligence (AI) and digital learning media. Indonesian Journal of Multidiciplinary
Research, 3(2), 477-486.
Fufon, K., Notesiri, U., Lekchaum, K., Chomsuwan, K., Tanitteerapan, T., and Puengsungewan,
S. (2025). Smart electric resistance welding based on artificial intelligence (AI) based on
real-time adaptive statistical features completed with bibliometric analysis. ASEAN
Journal of Science and Engineering, 5(1), 173-198.
Gemil, K.W., Na’ila, D.S., Ardila, N.Z., and Sarahah, Z.U. (2024). The relationship of vocational education skills in agribusiness processing agricultural products in achieving sustainable development goals (SDGs). ASEAN Journal of Science and Engineering Education, 4(2), 181-192.
Guo, X. (2023). Multimodality in language education: Implications of a multimodal affective
perspective in foreign language teaching. Frontiers in Psychology, 14, 1283625.
Hamid, S. (2025). Integrating artificial intelligence and multimodality in language education:
A systematic review of emerging trends and practices. Journal of Social and Amp;
Organizational Matters, 4(2), 400-416.
Ibrahim, A., Bolaji, H.O., and Abdulraheem, A.J. (2025). Accessibility and utilization of artificial
intelligence (AI)-based intelligent tutoring systems (ITS) and information and
communication technology (ICT) in enhancing biology education. ASEAN Journal for
Science Education, 4(2), 93-104.
Jiang, J. (2024). When generative artificial intelligence meets multimodal composition:
Rethinking the composition process through an AI-assisted design project. Computers
and Composition, 74, 102883.
Keisyafa, A., Sunarya, D.N., Aghniya, S.M., and Maula, S.P. (2024). Analysis of student’s
awareness of sustainable diet in reducing carbon footprint to support sustainable
development goals (SDGs) 2030. ASEAN Journal of Agricultural and Food Engineering,
(1), 67-74.
Kelley, M., and Wenzel, S. (2025). Advancing teacher AI literacy: Professional partnerships for
effective integration of AI in education. Education Sciences, 15(6), 659.
Khalikova, K.A. (2025). Integrating artificial intelligence into education: Opportunities,
challenges, and future prospects. Indonesian Journal of Educational Research and
Technology, 5(2), 137-144.
Kosmas, P., Nisiforou, E. A., Kounnapi, E., Sophocleous, S., and Theophanous, G. (2025).
Integrating artificial intelligence in literacy lessons for elementary classrooms: A co
design approach. Educational Technology Research and Development, 2025, 1-27.
Lailatussyifa, N.P., Al Baekani, A.K., and Hakim, P.K. (2025). Implementing genre-based
approach in teaching reading: a case study at vocational high school students. Journal of
Educational Sciences, 9(1), 120-128.
Li, M., and Wilson, J. (2025). AI-Integrated scaffolding to enhance agency and creativity in k
English language learners: A systematic review. Information, 16(7), 519.
Lin, C. H., Zhou, K., Li, L., and Sun, L. (2025). Integrating generative AI into digital multimodal
composition: A study of multicultural second-language classrooms. Computers and
Composition, 75, 102895.
Makinde, S.O., Ajani, Y.A., and Abdulrahman, M.R. (2024). Smart learning as transformative
impact of technology: A paradigm for accomplishing sustainable development goals
(SDGs) in education. Indonesian Journal of Educational Research and Technology, 4(3),
-224.
Mamaraimova, D., and Safieva, M. (2025). Navigating the future of artificial intelligence: Innovations, ethical dilemmas, and societal impact. Indonesian Journal of Educational Research and Technology, 5(1), 71-76.
Mittal, U., Sai, S., Chamola, V., and Sangwan, D. (2017). A comprehensive review on
generative AI for education. IEEE Access. 12, 142733-142759.
Mohammadi, M. (2025). Artificial intelligence in multimodal learning analytics: A systematic
literature review. Computers and Education: Artificial Intelligence, 8, 100426.
Nagaraju, K., and Ramakrishna, S. (2025). Leveraging artificial intelligence (AI) and geospatial
technologies for community-centered urban expansion forecasting in Hyderabad. ASEAN
Journal of Community Service and Education, 3(2), 135-146
Nandiyanto, A. B. D., and Azizah, N. N. (2022). Analysis of common mistake in writing scientific
article in “engineering” undergraduate student. Journal of Engineering Science and
Technology, 17(1), 156-170.
Ntelioglou, B. Y., Fannin, J., Montanera, M., and Cummins, J. (2014). A multilingual and
multimodal approach to literacy teaching and learning in urban education: A
collaborative inquiry project in an inner-city elementary school. Frontiers in Psychology,
, 533.
Nurhasanah, S., and Nugraha, M.S. (2024). The future of learning: ethical and philosophical
implications of artificial intelligence (AI) integration in education. Indonesian Journal of
Multidiciplinary Research, 4(2), 341-352.
Nurjamin, A., and Nurjamin, L. R. (2016). The use of genre-based approach to teaching
students' writing skill of hortatory exposition text in Bahasa Indonesia. In Ninth
International Conference on Applied Linguistics, 9, 221-223.
Nurjamin, A., Nurjamin, L. R., Fajriah, Y. N., Nurjamin, A. K. Nugraha, I. (2025).
Developing and evaluating an augmented reality (AR) digital storytelling video to foster
multimodal literacy and narrative comprehension. Journal of Engineering Science and
Technology, 20(4) 919-956.
Olowoyeye, C.A.C., Deji-Afuye, O.O., and Aladesusi, G.A. (2023). Effect of multimedia
instructional approach on English writing performance of pre-service technical teachers
in South-Western Nigeria. Indonesian Journal of Multidiciplinary Research, 3(1), 21-30.
Prasetyo, I., Nugroho, A.A., Damayanto, A., and Fathoni, M.I. (2025). Developing an inclusive
ICT-based academic information system using REST API to promote Sustainable
Development Goals (SDGs) in higher education. ASEAN Journal of Science and
Engineering, 5(2), 395-416.
Purba, R., Herman, H., Fatmawati, E., Saputra, N., and Sabata, Y. N. (2023). The multimodal
based learning improves students' reading ability in perspective of systemic functional
linguistics. Journal of Education Technology, 7(1), 61-70.
Qazi, S., Kadri, M. B., Naveed, M., Khawaja, B. A., Khan, S. Z., Alam, M. M., and Su'ud, M. M.
(2024). AI-Driven learning management systems: Modern developments, challenges and
future trends during the age of ChatGPT. Computers, Materials and Continua, 80(2),
-3314.
Rahayu, N.I., and Ismail, A. (2023). Trends in the use of artificial intelligence (AI) technology in increasing physical activity. Indonesian Journal of Educational Research and Technology, 3(3), 295-304.
Rahayu, N.I., Muktiarni, M., and Hidayat, Y. (2024). An application of statistical testing: A
guide to basic parametric statistics in educational research using SPSS. ASEAN Journal of
Science and Engineering, 4(3), 569-582.
Rahmawati, T., and Fajriah, Y.N. (2023). The implementation of building knowledge of the
field (Bkof) in teaching narrative text. English Education and Applied Linguistics Journal
(EEAL Journal), 6(1), 10-18.
Rahmiyanti, H. (2024). Bibliometric analysis on artificial intelligence research in Indonesia
vocational education. ASEAN Journal for Science Education, 3(2), 183-192.
Reddy, A. S. (2024). Multimodal Gen AI: Integrating Text, Image, and Video Analysis for
Comprehensive Claims Assessment. ESP International Journal of Advancements in
Computational Technology, 2(2), 133-141.
Rochman, S., Rustaman, N., Ramalis, T.R., Amri, K., Zukmadini, A.Y., Ismail, I., and Putra, A.H.
(2024). How bibliometric analysis using VOSviewer based on artificial intelligence data
(using ResearchRabbit Data): Explore research trends in hydrology content. ASEAN
Journal of Science and Engineering, 4(2), 251-294.
Shamim, F., and Riaz, M. N. (2023). Impact of multimodal digital media communication on
generation Z’s language use and literacy practices. Academy of Education and Social
Sciences Review, 3(4), 398–409.
Smith, B. E., Shimizu, A. Y., Burriss, S. K., Hundley, M., and Pendergrass, E. (2025). Multimodal
composing with generative AI: Examining preservice teachers’ processes and
perspectives. Computers and Composition, 75, 102896.
Solihat, A.N., Dahlan, D., Kusnendi, K., Susetyo, B., and Al Obaidi, A.S.M. (2024). Artificial
intelligence (AI)-based learning media: Definition, bibliometric, classification, and issues
for enhancing creative thinking in education. ASEAN Journal of Science and
Engineering, 4(3), 349-382.
Susilawati, A., Al-Obaidi, A.S.M., Abduh, A., Irwansyah, F.S., and Nandiyanto, A.B.D. (2025).
How to do research methodology: From literature review, bibliometric, step-by-step
research stages, to practical examples in science and engineering education. Indonesian
Journal of Science and Technology, 10(1), 1-40
Tao, L., Deng, H., and Song, Y. (2025). Generative artificial intelligence in education: A topic
based bibliometric analysis. Educational Technology and Society, 28(2), p327.
Trisanti, N., Sukyadi, D., and Hermawan, B. (2024). University EFL teachers’ stance and
engagement in digital multimodal composing as multimodal literacy
practices. International Journal of Education, 17(1), 61-70.
Van Leeuwen, T. (2017). Multimodal literacy. Metaphor, 4, 17-23.
Xu, Z. (2024). AI in education: Enhancing learning experiences and student outcomes. Applied
and Computational Engineering, 51(1), 104-111.
Zhang, J., and Zhang, Z. (2024). AI in teacher education: Unlocking new dimensions in teaching support, inclusive learning, and digital literacy. Journal of Computer Assisted Learning, 40(4), 1871-1885.
Zhou, X. (2023). Teaching activities for English writing: based on a process genre. English
Language Teaching and Linguistics Studies, 5(2), 208-222.
Zhuang, Y., Zhao, R., Xie, Z., and Yu, P. L. H. (2025). Enhancing language learning through generative AI feedback on picture-cued writing tasks. Computers and Education: Artificial Intelligence, 9, 100450.