Work-Integrated Learning in an AI-Driven Era: A Bibliometric Review of Research Themes and Emerging Trends

Authors

DOI:

https://doi.org/10.38140/obp5-2026-01

Keywords:

Work-Integrated learning, artificial intelligence, higher education, bibliometrics, text mining, thematic analysis

Abstract

As artificial intelligence (AI) transforms the nature of learning and work, higher education faces an urgent challenge. The pertinent question is not whether AI will reshape Work-Integrated Learning (WIL), but rather how institutions can reimagine it for an AI-driven workplace. This reality has incited extensive academic interest, resulting in a global surge of WIL scholarship over the past decade. However, research at the intersection of WIL and AI lacks a coherent synthesis, leaving critical gaps in understanding how intelligent technologies redefine WIL. This chapter addresses this gap by presenting one of the first bibliometric mappings of WIL scholarship in AI-driven contexts. Drawing on 4,975 records from the Web of Science (2015-2025), the chapter examines publication trends, prolific contributors, citation impact, and thematic evolution. The findings reveal an inflection point post-2020, with an increase in publications signalling AI’s role as a disruptive catalyst. Thematic analysis indicates a shift from traditional models of WIL practices towards a new paradigm centred on generative AI, virtual internships, and intelligent mentoring. While confirming the continued dominance of traditional WIL research hubs, the analysis highlights the rising influence of East Asian scholarship and a persistent underrepresentation of the Global South. The chapter identifies the convergence of WIL with educational technology research as forming an essential interdisciplinary core. This review underscores the necessity for future research to interrogate AI-integrated WIL models across diverse contexts. From a practical perspective, the findings advocate for the establishment of pedagogical and policy guidelines to support the integration of AI in WIL ecosystems.

References

Ademuyiwa, I., Brake, C., Drewery, D., & Fannon, A. M. (2024). Contemporary Issues in Work-Integrated Learning: A thematic and bibliometric analysis of the International Journal of Work-Integrated Learning from 2018 to 2023. International Journal of Work-Integrated Learning, 25(4), 505-516. https://doi.org/10.61935/ijwil.v25i4.269942

Amarathunga, B. (2024). Work integrated learning and trending areas for future studies: A systematic literature review and bibliometric analysis. Asian Education and Development Studies, 13(2), 97-116. https://doi.org/10.1108/AEDS-12-2023-0175

Amarathunga, B., Khatibi, A., & Talib, Z. M. (2024). Work readiness and trending avenues for future studies: A systematic literature review and bibliometric analysis. Higher Education, Skills and Work-Based Learning, 14(5), 1087-1105. https://doi.org/10.1108/HESWBL-10-2023-0280

Areskoug Josefsson, K., Näverå, E., Wilner, A., & Masterson, D. (2024). A bibliographic review of work-integrated learning research. International Journal of Work-Integrated Learning, 24(4), 517-535. Retrieved from https://urn.kb.se/resolve?urn=urn:nbn:se:hv:diva-22701

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

Bardach, L., Moeller, K., Ruiz‐Garcia, M., Strittmatter, Y., Meyer, J., Musslick, S., & Spitzer, M. (2026). Intelligent tutoring systems need teachers. Journal of Computer Assisted Learning, 42(1), e70159. https://doi.org/10.1002/jcal.70159

Bezerra, J., Batista Mota, F., Waltz Comarú, M., Amara Maciel Braga, L., Fernandes Moutinho Rocha, L., Roberto Carvalho, P., & Matos Lopes, R. (2021). A worldwide bibliometric and network analysis of work-based learning research. Higher Education, Skills and Work-Based Learning, 11(3), 601-615. https://doi.org/10.1108/HESWBL-03-2020-0035

Börner, K., Chen, C., & Boyack, K. W. (2003). Visualising knowledge domains. Annual Review of Information Science and Technology, 37(1), 179-255. https://doi.org/10.1002/aris.1440370106

Chen, H., Tsang, Y. P., & Wu, C. H. (2023). When text mining meets science mapping in the bibliometric analysis: A review and future opportunities. International Journal of Engineering Business Management, 15, 18479790231222349. https://doi.org/10.1177/18479790231222349

Cobo, M. J., López‐Herrera, A. G., Herrera‐Viedma, E., & Herrera, F. (2011). Science mapping software tools: Review, analysis, and cooperative study among tools. Journal of the American Society for Information Science and Technology, 62(7), 1382-1402. https://doi.org/10.1002/asi.21525

Dean, B. A. (2023). The value of work-integrated learning for preparing the future teaching workforce. In Work-integrated learning case studies in teacher education: Epistemic reflexivity (pp. 11-22). Singapore: Springer Nature Singapore. https://doi.org/10.1007/978-981-19-6532-6_2

Dlamini, N. Z., Mpofu, K., Ramatsetse, B., & Makinde, O. (2023). Immersive virtual work integrated learning: A scoping review. Procedia CIRP, 118, 1044-1049. https://doi.org/10.1016/j.procir.2023.06.179

Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285-296. https://doi.org/10.1016/j.jbusres.2021.04.070

Ellegaard, O., & Wallin, J. A. (2015). The bibliometric analysis of scholarly production: How great is the impact? Scientometrics, 105(3), 1809-1831. https://doi.org/10.1007/s11192-015-1645-z

Ferns, S. J., Zegwaard, K. E., Pretti, T. J., & Rowe, A. D. (2025). Defining and designing work-integrated learning curriculum. Higher Education Research & Development, 44(2), 371-385. https://doi.org/10.1080/07294360.2024.2399072

Gessler, M., Nägele, C., & Stalder, B. (2021). Scoping review on research at the boundary between learning and working: A bibliometric mapping analysis of the last decade. International Journal for Research in Vocational Education and Training (IJRVET), 8(4), 170-206. https://hdl.handle.net/10419/248875

Hiratsuka, T. (2026). Professional identities of local Japanese teachers of English (JTEs) vis-à-vis their foreign assistant language teachers (ALTs). Journal of Language, Identity & Education, 25(1), 18-31. https://doi.org/10.1080/15348458.2023.2282692

Hood, W. W., & Wilson, C. S. (2001). The literature of bibliometrics, scientometrics, and informetrics. Scientometrics, 52(2), 291-314. https://doi.org/10.1023/A:1017919924342

Jackson, D., & Cook, E. J. (2025). Work-integrated learning in the humanities, arts and social sciences: Where to from here? Studies in Higher Education, 50(9), 2048-2067. https://doi.org/10.1080/03075079.2024.2409879

Jackson, D., Shan, H., & Meek, S. (2022). Enhancing graduates' enterprise capabilities through work-integrated learning in co-working spaces. Higher Education, 84(1), 101-120. https://doi.org/10.1007/s10734-021-00756-x

Kastrin, A., & Hristovski, D. (2021). Scientometric analysis and knowledge mapping of literature-based discovery (1986–2020). Scientometrics, 126(2), 1415-1451. https://doi.org/10.1007/s11192-020-03811-z

Moosa, V., & Shareefa, M. (2020). Science mapping the most-cited publications on workplace learning. Journal of Workplace Learning, 32(4), 259-272. https://doi.org/10.1108/JWL-10-2019-0119

Pretti, T. J., Etmanski, B., & Durston, A. (2020). Remote work-integrated learning experiences: Student perceptions. International Journal of Work-Integrated Learning, 21(4), 401-414. https://www.ijwil.org/files/IJWIL_21_4_401_414.pdf

Rafiq, A. A., Putra, D. S., Triyono, M. B., Djatmiko, I. W., & Lomovtseva, N. (2024). Research on work-integrated learning: Overview of publication trends. International Journal of Work-Integrated Learning, 25(4), 537-564.

Rowe, A. D., & Zegwaard, K. E. (2017). Developing graduate employability skills and attributes: Curriculum enhancement through work-integrated learning. Asia-Pacific Journal of Cooperative Education, 18(2), 87-99. https://hdl.handle.net/10289/11267

Safri, F. H. M., Ahmad, M. A., Velayuthan, S. K., Khairul, A. P., Aziz, R. C., Yusoff, A. M., & Omar, R. N. R. (2026). Evaluating the effectiveness of work-integrated learning internships in bridging employability gaps in the tourism sector. In Business Models of the Future: How AI and Advanced Digital Transformation Are Reshaping Industries (pp. 1069-1081). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-85398-2_94

Samson, J., Gilbey, M., Taylor, N., & Kneafsey, R. (2025). Virtual simulated placements in health care education: Scoping review. JMIR Medical Education, 11, e58794. https://doi.org/10.2196/58794

Sellberg, C., & Lindwall, O. (2026). Simulation-based training in professional education: Learning, participation, and instructional design. Instructional Science, 54(1), 9. https://doi.org/10.1007/s11251-025-09763-2

Van Eck, N., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523-538. https://doi.org/10.1007/s11192-009-0146-3

Wahyuni, R., Suhardi, S., & Amin, M. (2026). The effect of internship programmes on soft skills and work motivation on students' work readiness. Economic: Journal Economic and Business, 5(1), 42-50. https://doi.org/10.56495/ejeb.v5i1.1362

Wahyuningsih, R., Joyoatmojo, S., Wardani, D. K., & Noviani, L. (2025). Work-integrated learning to improve work readiness of vocational education in school and madrasah. Munaddhomah: Jurnal Manajemen Pendidikan Islam, 6(4), 586-602. https://doi.org/10.31538/munaddhomah.v6i4.1928

Wilson, D., Aggar, C., Massey, D., & Walker, F. (2022). The use of mobile technology to support work integrated learning in undergraduate nursing programs: An integrative review. Nurse Education Today, 116, 105451. https://doi.org/10.1016/j.nedt.2022.105451

Winchester-Seeto, T., & Rowe, A. D. (2019). Who is holding the mirror? Debriefing and reflection in work-integrated learning. International Journal of Work-Integrated Learning, 20(4), 335-349.

Wood, Y. I., Zegwaard, K. E., & Fox-Turnbull, W. (2020). Conventional, remote, virtual and simulated work-integrated learning: A meta-analysis of existing practice. International Journal of Work-Integrated Learning, 21(4), 331-354. https://hdl.handle.net/10289/13896

Yoo, M., Kim, J., Kim, J., & Jang, C. S. (2025). Topics and trajectories of research on workplace learning: Bibliometrics and topic modelling. Studies in Continuing Education, 1-30. https://doi.org/10.1080/0158037X.2025.2581569

Zegwaard, K. E., Pretti, T. J., Rowe, A. D., & Ferns, S. J. (2023). Defining work-integrated learning. In The Routledge international handbook of work-integrated learning (pp. 29-48). Routledge. https://doi.org/10.4324/9781003156420

Published

2026-06-09