The Role of Artificial Intelligence in Enhancing Digital and Data Literacy among Secondary School Students: A Systematic Literature Review

Authors

Keywords:

Artificial Intelligence, Digital Literacy, Data Literacy, 21st-Century Skills, Secondary Education

Abstract

The advancement of artificial intelligence (AI) has brought significant changes to the learning paradigm in secondary schools, particularly in the development of digital literacy, data literacy, and 21st-century skills. This study aims to systematically review the role of AI in enhancing these competencies through a Systematic Literature Review (SLR), analyzing scholarly articles published between 2020 and 2025 from various international databases. The findings indicate that AI implementation can foster adaptive and personalized learning, while also improving students’ critical thinking, collaboration, and creativity skills. However, several challenges remain, including limited technological infrastructure, teacher readiness to utilize AI, and ethical and data privacy concerns that need careful consideration. Overall, AI has great potential as a catalyst for inclusive, effective, and sustainable educational transformation, provided it is supported by appropriate policies and enhanced educator competencies to optimize the use of technology.

Downloads

Download data is not yet available.

References

Abulibdeh, A., Zaidan, E., & Abulibdeh, R. (2024). Navigating the confluence of artificial intelligence and education for sustainable development in the era of industry 4.0: Challenges, opportunities, and ethical dimensions. Journal of Cleaner Production, 437. https://doi.org/10.1016/j.jclepro.2023.140527

Agustiani, R., Putri, A. D., Zahra, A., Hartatiana, H., & Saputri, A. M. (2024). Developing AI-assisted learning worksheets to strengthen literacy and numeracy skills. Jurnal Gantang, 9(1), 39–48. https://doi.org/10.31629/jg.v9i1.6932

Akman, E., İdil, Ö., & Çakır, R. (2023). An Investigation into the Levels of Digital Parenting, Digital Literacy, and Digital Data Security Awareness among Parents and Teachers in Early Childhood Education. PER: Participatory Educational Research, 10(5), 248–263. https://doi.org/10.17275/per.23.85.10.5

Al-Abdullatif, A. M. (2025). Auditing AI Literacy Competency in K–12 Education: The Role of Awareness, Ethics, Evaluation, and Use in Human–Machine Cooperation. Systems, 13(6). https://doi.org/10.3390/systems13060490

Alenezi, A. (2024). Evaluating the Effectiveness of AI-Powered Adaptive Learning Systems in Secondary Schools. International Journal on Studies in Education, 6(4), 686–700. https://doi.org/10.46328/ijonse.264

Anggraeni, H., Firia, S., & Ningsih, D. S. (2025). Transformation of Early Childhood Education Curriculum: The Role of Digital Literacy in the 21st Century. JINEA: Journal of Innovation in Education and Learning, 1(2), 107–118. https://jurnal.ihsancahayapustaka.id/index.php/jinea

Asnawati, A., Kanedi, I., Utami, F. H., Mirna, M., & Asmar, S. (2023). Pemanfaatan Literasi Digital Di Dunia Pendidikan Era 5.0. Jurnal Dehasen Untuk Negeri, 2(1), 67–72. https://doi.org/10.37676/jdun.v2i1.3489

Bauer, E., Greiff, S., Graesser, A. C., Scheiter, K., & Sailer, M. (2025). Looking Beyond the Hype: Understanding the Effects of AI on Learning. Educational Psychology Review, 37(45). https://doi.org/10.1007/s10648-025-10020-8

Bećirović, S., Polz, E., & Tinkel, I. (2025). Exploring students’ AI literacy and its effects on their AI output quality, self-efficacy, and academic performance. Smart Learning Environments, 12(1). https://doi.org/10.1186/s40561-025-00384-3

Casal-Otero, L., Catala, A., Fernández-Morante, C., Taboada, M., Cebreiro, B., & Barro, S. (2023). AI literacy in K-12: a systematic literature review. International Journal of STEM Education, 10(1). https://doi.org/10.1186/s40594-023-00418-7

Chen, L., Chen, P., & Lin, Z. (2020). Artificial Intelligence in Education: A Review. IEEE Access, 8, 75264–15278. https://doi.org/10.1109/ACCESS.2020.2988510

Crawford, J., Cowling, M., & Allen, K. A. (2023). Leadership is needed for ethical ChatGPT: Character, assessment, and learning using artificial intelligence (AI). Journal of University Teaching and Learning Practice, 20(3). https://doi.org/10.53761/1.20.3.02

Crompton, H., & Burke, D. (2023). Artificial intelligence in higher education: the state of the field. International Journal of Educational Technology in Higher Education, 20(1). https://doi.org/10.1186/s41239-023-00392-8

Diantama, S. (2023). Pemanfaatan Artificial Intelegent (AI) Dalam Dunia Pendidikan. DEWANTECH Jurnal Teknologi Pendidikan, 1(1), 8. https://doi.org/10.61434/dewantech.v1i1.8

Fatqurhohman, F. (2025). TRANSFORMASI KEPEMIMPINAN PENDIDIKAN ERA VUCA: Strategi Menuju Institusi Unggul dan Adaptif. Ihsan Cahaya Pustaka.

Fatqurhohman, F., Damayanti, N. W., & Chen, X. (2025). Innovation Digital and Virtual Reality Based Instructional Design for High School Students. JINEA: Journal of Innovation in Education and Learning, 1(2), 63–74. https://jurnal.ihsancahayapustaka.id/index.php/jinea

Fatqurhohman, F., Syam, H., Puspasari, R., Niam, F., & Surur, A. M. (2025). STEM Digital Collaboration to Enhance Critical Thinking Skills of Secondary School Students: A Literature Review. JINEA: Journal of Innovation in Education and Learning, 1(1), 37–50. https://jurnal.ihsancahayapustaka.id/index.php/jinea

Fitriani, B., Yahya, D., & Setyaningrum, I. (2025). Narrative Review of Digital Literacy Curriculum Implementation in Early Childhood Education. JINEA: Journal of Innovation in Education and Learning, 1(2), 119–132. https://jurnal.ihsancahayapustaka.id/index.php/jinea

Hiebl, M. R. W. (2023). Sample Selection in Systematic Literature Reviews of Management Research. Organizational Research Methods, 26(2), 229–261. https://doi.org/10.1177/1094428120986851

Holmes, W., Porayska-Pomsta, K., Holstein, K., Sutherland, E., Baker, T., Shum, S. B., Santos, O. C., Rodrigo, M. T., Cukurova, M., Bittencourt, I. I., & Koedinger, K. R. (2022). Ethics of AI in Education: Towards a Community-Wide Framework. International Journal of Artificial Intelligence in Education, 32(3), 504–526. https://doi.org/10.1007/s40593-021-00239-1

Huang, J., Saleh, S., & Liu, Y. (2021). A review on artificial intelligence in education. Academic Journal of Interdisciplinary Studies, 10(3), 206–217. https://doi.org/10.36941/AJIS-2021-0077

Jantakun, K., Jantakun, T., & Jantakoon, T. (2025). Bibliometric Analysis of Artificial Intelligence for Digital Literacy. Journal of Education and Learning, 14(3), 115–128. https://doi.org/10.5539/jel.v14n3p115

Kansa, E., & Kansa, S. W. (2021). Digital Data and Data Literacy in Archaeology Now and in the New Decade. Advances in Archaeological Practice, 9(1), 81–85. https://doi.org/10.1017/aap.2020.55

Karakose, T., & Tülübaş, T. (2023). How Can ChatGPT Facilitate Teaching and Learning: Implications for Contemporary Education. Educational Process: International Journal, 12(4), 7–16. https://doi.org/10.22521/EDUPIJ.2023.124.1

Kim, J., Lee, H., & Cho, Y. H. (2022). Learning design to support student-AI collaboration: perspectives of leading teachers for AI in education. Education and Information Technologies, 27(5), 6069–6104. https://doi.org/10.1007/s10639-021-10831-6

Krause, S., Dalvi, A., & Zaidi, S. K. (2025). Generative AI in Education: Student Skills and Lecturer Roles. ArXiv.

Lin, C. C., Huang, A. Y. Q., & Lu, O. H. T. (2023). Artificial intelligence in intelligent tutoring systems toward sustainable education: a systematic review. Smart Learning Environments, 10(1). https://doi.org/10.1186/s40561-023-00260-y

Lin, R., Yang, J., Jiang, F., & Li, J. (2023). Does teacher’s data literacy and digital teaching competence influence empowering students in the classroom? Evidence from China. Education and Information Technologies, 28(3), 2845–2867. https://doi.org/10.1007/s10639-022-11274-3

Michos, K., Schmitz, M. L., & Petko, D. (2023). Teachers’ data literacy for learning analytics: a central predictor for digital data use in upper secondary schools. Education and Information Technologies, 28(11), 14453–14471. https://doi.org/10.1007/s10639-023-11772-y

Ologbosere, O. A. (2023). Data literacy and higher education in the 21st century. IASSIST Quarterly, 47(3–4). https://doi.org/10.29173/iq1082

Othmane, M. (2024). Is Artificial Intelligence Making Us Smarter or Dumber? A Comprehensive Look at the Impact of AI on 21st Century Skills in Education. ATRAS, 5(Special Issue), 303–320. https://www.researchgate.net/publication/396650141

Ouyang, F., & Jiao, P. (2021). Artificial intelligence in education: The three paradigms. Computers and Education: Artificial Intelligence, 2, 100020. https://doi.org/10.1016/j.caeai.2021.100020

Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. In BMJ (Vol. 372). https://doi.org/10.1136/bmj.n71

Pangrazio, L., & Selwyn, N. (2019). ‘Personal data literacies’: A critical literacies approach to enhancing understandings of personal digital data. New Media & Society, 21(2), 419–437. https://doi.org/10.1177/1461444818799523

Reddy, P., Chaudhary, K., & Hussein, S. (2023). A digital literacy model to narrow the digital literacy skills gap. Heliyon, 9(4). https://doi.org/10.1016/j.heliyon.2023.e14878

Salazar-Peña, R., Pedroza-Toscano, M. A., López-Cuenca, S., & Zárate-Navarro, M. A. (2023). Project-based learning for an online course of simulation engineering: From bioreactor to epidemiological modeling. Education for Chemical Engineers, 42. https://doi.org/10.1016/j.ece.2022.12.002

Salhab, R., & Aboushi, M. M. (2025). Influence of AI literacy and 21st-century skills on the acceptance of generative artificial intelligence among college students. Frontiers in Education, 10. https://doi.org/10.3389/feduc.2025.1640212

Sanusi, I. T., Olaleye, S. A., Agbo, F. J., & Chiu, T. K. F. (2022). The role of learners’ competencies in artificial intelligence education. Computers and Education: Artificial Intelligence, 3. https://doi.org/10.1016/j.caeai.2022.100098

Sharples, M. (2023). Towards social generative AI for education: theory, practices and ethics. Learning: Research and Practice, 9(2), 159–167. https://doi.org/10.1080/23735082.2023.2261131

Sidik, D. P., Irawijayanti, F., & Baihaqi, A. (2025). Digital Learning 5.0: Leveraging Adaptive, Immersive, and Inclusive Technologies to Overcome Educational Inequity. JINEA: Journal of Innovation in Education and Learning, 1(2), 75–92. https://jurnal.ihsancahayapustaka.id/index.php/jinea

Sidik, D. P., Rozak, A., Fatqurhohman, F., & Fatkurochman, H. (2025). Literature Review of Artificial Intelligence in Learning: Trends and Opportunities. RESET: Review of Education, Science, and Technology, 1(1), 43–54. https://jurnal.ihsancahayapustaka.id/index.php/reset

Sidik, D. P., Utaminingrum, F., & Muflikhah, L. (2023). Penggunaan Variasi Model pada Arsitektur EfficientNetV2 untuk Prediksi Sel Kanker Serviks. Jurnal Pengembangan Teknologi Informasi Dan Ilmu Komputer, 7(5), 2116–2121. http://j-ptiik.ub.ac.id

Singh, B. (2024). Intelligent Tutoring Systems and Adaptive Learning Environments: Teacher-Centric Method in Ai-Augmented Classrooms. Asian Education and Learning Review, 2(2), 2985–2862. https://doi.org/10.14456/aelr.2024.10

Su, J., Ng, D. T. K., & Chu, S. K. W. (2023). Artificial Intelligence (AI) Literacy in Early Childhood Education: The Challenges and Opportunities. In Computers and Education: Artificial Intelligence (Vol. 4). https://doi.org/10.1016/j.caeai.2023.100124

Thompson, J. (2022). A Guide to Abductive Thematic Analysis. Qualitative Report, 27(5), 1410–1421. https://doi.org/10.46743/2160-3715/2022.5340

Traga Philippakos, Z. A., & Rocconi, L. (2025). AI Literacy: Elementary and Secondary Teachers’ Use of AI-Tools, Reported Confidence, and Professional Development Needs. Education Sciences, 15(9). https://doi.org/10.3390/educsci15091186

Trisnawati, W., Putra, R. E., & Balti, L. (2023). The Impact of Artificial Intelligent in Education toward 21 st Century Skills: A Literature Review. PPSDP International Journal of Education, 2(2), 501–513.

Xiao, R., Tseng, Y.-J., Li, H., Nieu, H., Liao, G., Stamper, J., & Koedinger, K. R. (2024). ActiveAI: Enabling K-12 AI Literacy Education & Analytics at Scale. Companion Proceedings 15th International Conference on Learning Analytics & Knowledge (LAK25). https://learnsphere.org/

Xu, W., & Ouyang, F. (2022). The application of AI technologies in STEM education: a systematic review from 2011 to 2021. In International Journal of STEM Education (Vol. 9, Issue 1). https://doi.org/10.1186/s40594-022-00377-5

Yates, S. J., & Carmi, E. (2020). What do digital inclusion and data literacy mean today? Internet Policy Review, 9(2). https://doi.org/10.14763/2020.2.1474

Zahara, S. L., Azkia, Z. U., & Chusni, M. M. (2023). Implementasi Teknologi Artificial Intelligence (AI) dalam Bidang Pendidikan. Jurnal Penelitian Sains Dan Pendidikan (JPSP), 3(1). https://doi.org/10.23971/jpsp.v3i1.4022

Zhang, K., & Aslan, A. B. (2021). AI technologies for education: Recent research & future directions. In Computers and Education: Artificial Intelligence (Vol. 2). https://doi.org/10.1016/j.caeai.2021.100025

Zheng, S. (2025). A Study on Digital Literacy of Chinese Secondary School Teachers in the Era of Artificial Intelligence. International Journal of Education and Social Development, 2(1), 48–51.

Downloads

Published

28-10-2025

Data Availability Statement

All data supporting the findings of this study are included within the article. Additional information or supporting materials related to the community service activities can be obtained from the corresponding author

How to Cite

Sidik, D. P., Irawijayanti, F., & Fatqurhohman, F. (2025). The Role of Artificial Intelligence in Enhancing Digital and Data Literacy among Secondary School Students: A Systematic Literature Review. Journal of Innovation in Education and Learning, 1(3), 173-188. https://jurnal.ihsancahayapustaka.id/index.php/jinea/article/view/38