Artificial Intelligence in Vocational Education: Perspectives and Practices from a Literature Study
DOI:
https://doi.org/10.61667/w0efrt90Keywords:
Vocational, Simulation, Adaptivity, PersonalizationAbstract
The article presents a literature study synthesizing global perspectives and practices of artificial intelligence (AI) integration in vocational education. It systematically searches Scopus, ERIC, and related databases for publications from 2015 to 2025, yielding 76 peer-reviewed articles. The study employs thematic coding to analyze conceptual foundations, pedagogical approaches, and institutional frameworks. Findings reveal three primary perspectives on AI's role: pedagogical, technological, and organizational. Documented practices such as AI-powered simulators, adaptive learning platforms, and predictive assessment tools. Results demonstrate that AI integration enhances skill acquisition, learner engagement, and personalized instruction while necessitating robust infrastructure and faculty development. The article contributes to vocational education scholarship by mapping current research trends, identifying gaps, and offering actionable recommendations for educators, curriculum designers, and policymakers
References
Ahuja, A. S. (2019). The impact of artificial intelligence in medicine on the future role of the physician. PeerJ, 2019(10). https://doi.org/10.7717/peerj.7702
Alzubaidi, L., Zhang, J., Humaidi, A. J., Al-Dujaili, A., Duan, Y., Al-Shamma, O., Santamaría, J., Fadhel, M. A., Al-Amidie, M., & Farhan, L. (2021). Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. Journal of Big Data, 8(1). https://doi.org/10.1186/s40537-021-00444-8
Asghar, M. Z., Afzaal, M. N., Iqbal, J., & Sadia, H. A. (2022). Analyzing an Appropriate Blend of Face-to-Face, Offline and Online Learning Approaches for the In-Service Vocational Teacher’s Training Program. International Journal of Environmental Research and Public Health, 19(17). https://doi.org/10.3390/ijerph191710668
Capuno, J. J., De Dios, E., Fabella, R. V, Hill, H. C., Horioka Kian, C. Y., Lim, G., John, R. S. M., Nye, V. C., Sicat, G. P., Williamson, J. G., Llanto, G. M., Laarni, M., Revilla, D., Estudillo, J. P., Igarashi, T., & Acosta, P. (2022). Editor-in-Chief The impacts of secondary education reforms on schooling and income of women and men in the Philippines Who benefits from Dual Training Systems? Evidence from the Philippines. www.phileconsociety.org.
Fawzi, A., Balog, M., Huang, A., Hubert, T., Romera-Paredes, B., Barekatain, M., Novikov, A., Francisco, F. J., Schrittwieser, J., Swirszcz, G., Silver, D., Hassabis, D., & Kohli, P. (2022). Discovering faster matrix multiplication algorithms with reinforcement learning. Nature, 610(7930), 47–53. https://doi.org/10.1038/s41586-022-05172-4
Figueroa, L. A., Castro, S. C., Cabrera, O. M., & Pino-Yancovic, M. (2023). Distributed leadership practices in vocational education and training: New ways of learning, teaching and working. Psicoperspectivas, 22(3). https://doi.org/10.5027/psicoperspectivas-Vol22-Issue3-fulltext-2949
Ghorbani, A., Ouyang, D., Abid, A., He, B., Chen, J. H., Harrington, R. A., Liang, D. H., Ashley, E. A., & Zou, J. Y. (2020). Deep learning interpretation of echocardiograms. Npj Digital Medicine, 3(1). https://doi.org/10.1038/s41746-019-0216-8
Hamid, R. I. A., Kiong, T. T., Abbas, L. N., Rusly, N. S. M., & Puad, F. N. A. (2022). Enhancing Grammar Competence of Vocational School Students through the Omygram Learning Chart. Studies in English Language and Education, 9(2), 685–704. https://doi.org/10.24815/siele.v9i2.23328
Jamil, M. R. M., Hashim, A. T. M., Othman, M. S., Ahmad, A. M., Noh, N. M., & Kamal, M. F. M. (2023). Digital Pedagogy Policy in Technical and Vocational Education and Training (TVET) in Malaysia: Fuzzy Delphi Approach. Journal of Technical Education and Training, 15(2), 1–10. https://doi.org/10.30880/jtet.2023.15.02.001
Kanwal, W., Edwin, C. A., Ahmad, A., & Hamid, M. (2021). Contribution of Technical and Vocational Education in Human Resource Development of Urban Areas: A Case of Islamabad City. Journal of Management Practices, Humanities and Social Sciences (JMPHSS), 5(5), 32–39. https://doi.org/10.33152/jmphss-5.5.4
Krenn, M., Häse, F., Nigam, A. K., Friederich, P., & Aspuru-Guzik, A. (2020). Self-referencing embedded strings (SELFIES): A 100% robust molecular string representation. Machine Learning: Science and Technology, 1(4). https://doi.org/10.1088/2632-2153/aba947
Merenda, M., Porcaro, C., & Iero, D. (2020). Edge machine learning for ai-enabled iot devices: A review. Sensors (Switzerland), 20(9). https://doi.org/10.3390/s20092533
Mukhamadeyeva, R. M., Mukhamadeyev, T. M., & Muhamadeyeva, I. A. (2015). Structural and logical approach to the introduction of dual training in vocational and technical education system of the Republic of Kazakhstan. Indian Journal of Science and Technology, 8(Specialissue10). https://doi.org/10.17485/ijst/2015/v8iS10/84854
Ngatiman, S., Sulaiman, T., & Wong, K. Y. (2023). The Challenges of Implementing Industrial Revolution 4.0 Elements in TVET. Journal of Technical Education and Training, 15(3 Special Issue), 169–181. https://doi.org/10.30880/jtet.2023.15.03.015
Ren, J., Song, K., Deng, C., Ahlgren, N. A., Fuhrman, J. A., Li, Y., Xie, X., Poplin, R., & Sun, F. (2020). Identifying viruses from metagenomic data using deep learning. Quantitative Biology, 8(1), 64–77. https://doi.org/10.1007/s40484-019-0187-4
Sandirasegarane, S., Sutermaster, S., Gill, A., Volz, J., & Mehta, K. (2016). Context-driven entrepreneurial education in vocational schools. International Journal for Research in Vocational Education and Training, 3(2), 106–126. https://doi.org/10.13152/IJRVET.3.2.3
Smith, N., & Rowe, L. (2024). The impact of neoliberalist government reform and regulatory oversight on private training providers in the UK technical education sector. Journal of Work-Applied Management. https://doi.org/10.1108/JWAM-06-2024-0083
Sutil-Martín, D. L., & Javier Otamendi, F. (2021). Soft skills training program based on serious games. Sustainability (Switzerland), 13(15). https://doi.org/10.3390/su13158582
Trygub, O. P., Degtyarev, S. I., & Parkhomenko, V. A. (2023). The Development of Vocational-Technical Education in the Ukrainian Governorates of the Russian Empire in the Late 18th and Early 20th Centuries. Part 2. European Journal of Contemporary Education, 12(3), 1071–1081. https://doi.org/10.13187/ejced.2023.3.1071
Vidigal-Alfaya, S., & Ballesteros-Moscosio, M. Á. (2024). Expectations Towards Vocational Training for Employment in Spain and its Impact on the Labour Market. Journal of Technical Education and Training, 16(3), 251–264. https://doi.org/10.30880/jtet.2024.16.03.018
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