SMART UNIVERSITIES: GLOBAL TRENDS IN ARTIFICIAL INTELLIGENCE AND EDUCATION 4.0

Authors

DOI:

https://doi.org/10.18623/rvd.v23.n4.4872

Keywords:

Digital Transformation, Learning Analytics, Smart Campus, Technology Gap, Educational Innovation

Abstract

The integration of artificial intelligence into higher education has driven the consolidation of the smart university paradigm within the framework of Education 4.0, promoting the digital transformation of university ecosystems. However, despite the accelerated growth of scientific output in this field, existing research exhibits marked thematic fragmentation and uneven regional distribution. The objective of this study was to analyze global research trends on artificial intelligence and Education 4.0 in the context of smart universities using a bibliometric approach. To this end, a descriptive and exploratory bibliometric analysis was conducted on peer-reviewed scientific articles indexed in the Scopus database during the period 2020–2025, following the guidelines of the PRISMA 2020 statement. The data were processed using the Bibliometrix (R) and VOSviewer tools, considering indicators of scientific productivity, impact, and keyword co-occurrence. The results show sustained growth in publications, high author dispersion, and a geographical concentration of production, primarily led by countries in Asia and the Middle East. Artificial intelligence is consolidating its position as a driving force, closely linked to Education 4.0, engineering training, and emerging technologies such as blockchain and educational chatbots, reflecting a transition toward more integrated and intelligent university ecosystems. In conclusion, the findings confirm that research on smart universities is in a phase of expansion and thematic diversification, highlighting the need to strengthen integrative theoretical frameworks and foster greater participation from underrepresented regions, particularly Latin America, to guide digital transformation strategies in higher education.

References

Ahmed, T., Bajpai, S., & Faisal, M. (2025). Advances in science, engineering and technology. Springer. https://books.google.com/books?hl=es&id=thRZEQAAQBAJ

Al-Maskari, A., Al Riyami, T., & Ghnimi, S. (2024). Factors affecting students' preparedness for the fourth industrial revolution in higher education institutions. Journal of Applied Research in Higher Education, 16(1) 246–264. https://doi.org/10.1108/JARHE-05-2022-0169

Almutairi, Y. M. N., Al-Saad, A. F., Elmelegy, R. I., Bakr, A. A. H., Abdallah, M. A. E., & Almotairi, K. M. N. (2025). Systematic Literature Review of Fourth Industrial Revolution on Higher Education: Implications for Higher Education Sustainability. International Journal of Instruction, 18(2), 285–308. https://e-iji.net/ats/index.php/pub/article/view/736

Alvarez-Icaza, I., & Huerta, O. (2024). Augmented intelligence for open education: Bridging the digital gap with inclusive design methods. Frontiers in Education, 9, 1337932. https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2024.1337932/full

Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of informetrics, 11(4), 959-975. https://doi.org/10.1016/j.joi.2017.08.007

Azofeifa, J. D., Rueda-Castro, V., Camacho-Zuñiga, C., Chans, G. M., Membrillo-Hernández, J., & Caratozzolo, P. (2024). Future skills for industry 4.0 integration and innovative learning for continuing engineering education. Frontiers in Education, 9, 1412018. https://doi.org/10.3389/feduc.2024.1412018

Cabero Almenara, J., & Llorente-Cejudo, C. (2020). Covid-19: transformación radical de la digitalización en instituciones universitarias. Campus Virtuales, 9(2), 25-34. https://www.uajournals.com/campusvirtuales

Caccavale, F., Gargalo, C. L., Gernaey, K. V., & Krühne, U. (2024). Towards Education 4.0: The role of Large Language Models as virtual tutors in chemical engineering. Education for Chemical Engineers, 49, 1-11. https://www.sciencedirect.com/science/article/pii/S1749772824000198

Camacho-Zuñiga, C., Salas-Maxemín, S., Valle-Arce, A. P., Caratozzolo, P., & Chans, G. M. (2025). Toward a continuous learning educational model: insights from the experience of a Mexican private university. Frontiers in Education, 10, 1485034. https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2025.1485034/full

Cañar Torres, M. S., Faican Quinche, E. J., Ninahualpa Aguiar, A. E., Criollo Peralta, D. J., Caiza Hidalgo, L. E., & Estacio Moreno, J. S. (2025). Evaluación automatizada mediante inteligencia artificial: beneficios y limitaciones. South Florida Journal of Development, 6(8), e5725. https://doi.org/10.46932/sfjdv6n8-042

Forero-Corba, W., & Negre Bennasar, F. (2024). Techniques and applications of Machine Learning and Artificial Intelligence in education: a systematic review. RIED-Revista Iberoamericana de Educación a Distancia, 27(1), 1-35. https://www.redalyc.org/journal/3314/331475280025/331475280025.pdf

Haddaway, N. R., Page, M. J., Pritchard, C. C., & McGuinness, L. A. (2022). PRISMA2020: An R package and Shiny app for producing PRISMA 2020-compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis. Campbell Systematic Reviews, 18, e1230. https://doi.org/10.1002/cl2.1230

Huesca, G., Martínez-Treviño, Y., Molina-Espinosa, J. M., Sanromán-Calleros, A. R., Martínez-Román, R., Cendejas-Castro, E. A., & Bustos, R. (2024). Effectiveness of using ChatGPT as a tool to strengthen benefits of the flipped learning strategy. Education Sciences, 14(6), 660. https://doi.org/10.3390/educsci14060660

Kamukapa, T. D., Lubinga, S., Masiya, T., & Sono, L. (2024). Assessing the integration of AI competencies in undergraduate public administration curricula in selected South African higher education institutions. Teaching Public Administration, 43(1), 108-125. https://doi.org/10.1177/01447394241266443

Liu, X., Guo, B., He, W., & Hu, X. (2025). Effects of Generative Artificial Intelligence on K-12 and Higher Education Students’ Learning Outcomes: A Meta-Analysis. Journal of Educational Computing Research, 63(5), 1249-1291. https://doi.org/10.1177/07356331251329185

Mahariya, S. K., Kumar, A., Singh, R., Gehlot, A., Shaik Vaseem Akram, Bhekisipho Twala, … Neeraj Priyadarshi. (2023). Smart Campus 4.0: Digitalization of University Campus with Assimilation of Industry 4.0 for Innovation and Sustainability. Journal of Advanced Research in Applied Sciences and Engineering Technology, 32(1), 120–138. https://doi.org/10.37934/araset.32.1.120138

Olusoji Ilori, M., & Ajagunna, I. (2020). Re-imagining the future of education in the era of the fourth industrial revolution. Worldwide Hospitality and Tourism Themes, 12 (1) 3–12. https://doi.org/10.1108/WHATT-10-2019-0066

Pacheco-Velazquez, E., Rodes-Paragarino, V., & Marquez-Uribe, A. (2024). Exploring educational simulation platform features for addressing complexity in Industry 4.0: a qualitative analysis of insights from logistics experts. Frontiers in Education, 9, 1331911. https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2024.1331911/full

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). Declaración PRISMA 2020: una guía actualizada para la publicación de revisiones sistemáticas. Revista Española de Cardiología (English Edition), 74(9), 790-799. https://doi.org/10.1016/j.rec.2021.07.010

Pozzo, M. I., & Al-Zoubi, A. (2025). University 4.0: Professors’ Perceptions’ on the Future of Higher Education. Evolutionary Progress or Revolutionary Change?. Multidisciplinary Journal for Education, Social and Technological Sciences, 12(1), 125–155. https://doi.org/10.4995/muse.2025.23314

Quy, V. K., Thanh, B. T., Chehri, A., Linh, D. M., & Tuan, D. A. (2023). AI and Digital Transformation in Higher Education: Vision and Approach of a Specific University in Vietnam. Sustainability, 15(14), 11093. https://doi.org/10.3390/su151411093

Rahiman, H. U., & Kodikal, R. (2024). Revolutionizing education: Artificial intelligence empowered learning in higher education. Cogent Education, 11(1), 2293431. https://doi.org/10.1080/2331186X.2023.2293431

Ramírez-Montoya, M. S., Morales-Menéndez, R., Tworek, M., Escobar, C. A., Tariq, R., & Tenorio-Sepulveda, G. C. (2024). Complex competencies for leader education: artificial intelligence analysis in student achievement profiling. Cogent Education, 11(1), 2378508. https://doi.org/10.1080/2331186X.2024.2378508

Reina Marín, Y., Cruz Caro, O., Maicelo Rubio, Y. D. C., Alva Tuesta, J. N., Sánchez Bardales, E., Carrasco Rituay, A. M., & Chávez Santos, R. (2025). Artificial intelligence as a teaching tool in university education. Frontiers in Education, 10, 1578451. https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2025.1578451/full

Sanabria, Z. J., y Olivo, P. G. (2024). AI platform model on 4IR megatrend challenges: complex thinking by active and transformational learning. Interactive Technology and Smart Education, 21(4), 571–587, doi: https://doi.org/10.1108/ITSE-07-2023-0145

Serna Gómez, J. H., Díaz-Piraquive, F. N., Muriel-Perea, Y. J., & Díaz Peláez, A. (2021). Advances, opportunities, and challenges in the digital transformation of HEIs in Latin America. Radical solutions for digital transformation in Latin American universities: Artificial intelligence and technology 4.0 in higher education, 55-75. https://link.springer.com/chapter/10.1007/978-981-16-3941-8_4

Shenkoya, T., & Kim, E. (2023). Sustainability in Higher Education: Digital Transformation of the Fourth Industrial Revolution and Its Impact on Open Knowledge. Sustainability, 15(3), 2473. https://doi.org/10.3390/su15032473

Sposato, M. (2025). Artificial intelligence in educational leadership: a comprehensive taxonomy and future directions. International Journal of Educational Technology in Higher Education, 22(1), 20. https://link.springer.com/article/10.1186/s41239-025-00517-1

Villao Alejandro, G. A. (2025). El Rol de la Inteligencia Artificial en la Enseñanza Universitaria: Potencial, Riesgos y Perspectivas Futuras. Innovarium International Journal, 3(2), 1-12. https://revinde.org/index.php/innovarium/article/view/55

Villegas-José, V., & Delgado-García, M. (2024). Artificial intelligence: innovative educational revolution in Higher Education. Pixel-Bit, Revista de Medios y Educacion, (71), 159–177. https://doi.org/10.12795/pixelbit.107760

Zawacki Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education–where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 1-27. https://doi.org/10.1186/s41239-019-0171-0

Zupic, I., & Čater, T. (2015). Bibliometric Methods in Management and Organization. Organizational Research Methods, 18(3), 429-472. https://doi.org/10.1177/1094428114562629

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Published

2026-02-13

How to Cite

Vélez, W. A. Z., Delgado-Cobeña, E. I., Molina-Santana, C. L., Macías-Loor, J. S., & Vera, K. A. M. (2026). SMART UNIVERSITIES: GLOBAL TRENDS IN ARTIFICIAL INTELLIGENCE AND EDUCATION 4.0. Veredas Do Direito, 23, e234872. https://doi.org/10.18623/rvd.v23.n4.4872