Global Research Trends on Integrating Moral Reasoning in the Education of Future IT Professionals: A Bibliometric Analysis
DOI:
https://doi.org/10.11594/Keywords:
Moral Reasoning, Moral Intelligence, Ethics in Education, Ethics-focused IT EducationAbstract
This paper is a bibliometric review of literature on integrating moral reasoning in information Technology (IT) education that aims to explore its publication situation, significant sources, research topic, temporal trends, and gaps in the literature. Through bibliometric techniques, the research reviewed 334 articles published in 179 sources in 1983-2025 from Scopus database. The results indicate that the sector has shown progressive growth with a rate of 4.63 per year and on average the documents are 7.37 years of age. The literature is highly conference-oriented as the majority of publications are through conference papers, which shows the rapid and practice-driven nature of knowledge dissemination. Most of the publication come from ASEE, FIE, ITICSE, ACM conference proceedings, and SIGCSE-related journals, which means that the discipline is largely influenced by engineering and computing education communities. Term-frequency output reveals that the most common terms are students, ethics, curriculum, computing education, and computer science education, indicating that the area is main concern with the incorporation of ethical knowledge and reasoning into formal education of technology. Themes that develop based on artificial intelligence, machine learning and AI ethics also show how the field reacts to modern technological trends. Some of gaps in the analysis are low international collaboration and inadequacy of research on effective pedagogical strategies to teach ethics. Overall, the findings indicate that integrating moral reasoning in IT education is an emerging and developing discipline that is relevant in equipping students with ethical consciousness, critical thinking, and professional accountability in a technological society.
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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
Danaher, J., & Sætra, H. S. (2022). Technology and moral change: The transformation of truth and trust. Ethics and Information Technology, 24, 35. https://doi.org/10.1007/s10676-022-09661-y
de Almeida, P. G. R., dos Santos, C. D., & Farias, J. S. (2021). Artificial intelligence regulation: A framework for governance. Ethics and Information Technology, 23, 505–525. https://doi.org/10.1007/s10676-021-09593-z
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.2021.05.006
Kanbach, D. K., Heiduk, L., Blueher, G., & Schreiter, M. (2024). How to design bibliometric research: An overview and a framework proposal. Review of Managerial Science. https://doi.org/10.1007/s11846-024-00738-0
Kazim, E., & Koshiyama, A. S. (2021). A high-level overview of AI ethics. Patterns, 2(9), 100314. https://doi.org/10.1016/j.patter.2021.100314
Li, Q., Kovacs, J. F., & Choi, G. H. (2021). High-technology employment growth in China: Geographic disparities in economic structure and sectoral performance. Economics of Change and Restructuring, 54, 1025–1064. https://doi.org/10.1007/s10644-020-09293-6
Lochetkov, D., Birukou, A., & Ermolayeva, A. (2022). The importance of conference proceedings in research evaluation: A methodology for assessing conference impact. In V. M. Vishnevskiy, K. E. Samouylov, & D. V. Kozyrev (Eds.), Distributed Computer and Communication Networks: DCCN 2021.
Communications in Computer and Information Science, vol. 1552. Springer. https://doi.org/10.1007/978-3-030-97110-6_28
Puspitasari, R., Budimansyah, D., Sapriya, S., & Rahmat, R. (2022). The influence of emotional intelligence, moral intelligence and intellectual intelligence on characters caring for the environmental school students in the perspective of civic education. In Proceedings of the Annual Civic Education Conference (ACEC 2021) (pp. 343–348). Atlantis Press. https://doi.org/10.2991/assehr.k.220108.062
Reis, S., Coelho, L., Sarmet, M., Araújo, J., & Corchado, J. M. (2023). The importance of ethical reasoning in next generation tech education. In 2023 5th International Conference of the Portuguese Society for Engineering Education (CISPEE) (pp. 1–10). IEEE. https://doi.org/10.1109/CISPEE58593
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Data Availability Statement
Data Availability The data used in this study were obtained from the Scopus database and are available from the corresponding author upon reasonable request.
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