Analysis of Foreign Experience in Applying Collaborative Learning Technologies for the Professional Training of Future IT Specialists at Higher Education Institutions

Authors

DOI:

https://doi.org/10.28925/2312-5829/2025.1.3

Keywords:

collaborative learning, computer-supported collaborative learning, group work, peer learning, learning efficiency, academic and teaching staff, higher education students

Abstract

The article examines collaborative learning as a technology that holds high educational potential for the professional training of future IT specialists. The essence of this technology lies in the fact that students not only work together on creating a specific product but also learn from and teach each other. The purpose of the study is to analyze the experience of foreign researchers in applying collaborative learning technologies in the process of professional training of future IT specialists in higher education institutions, with the aim of developing their professional competencies and social skills. To achieve this, a search and selection of scientific publications were conducted, followed by analysis, synthesis, and systematization of the selected information, culminating in the formulation of conclusions. During the bibliometric analysis, the software tool VOSviewer was used to construct a map of relationships between keywords. In the first stage, publications were searched in the Scopus scientometric abstract database. The analysis of the results showed that the first publications on these issues appeared in the 1990s, and over the past 10 years, interest in them has remained stable. Keyword relationship maps in the publications were also constructed. In the second stage, the content of the selected articles was analyzed to study the experience of foreign scientists regarding various aspects of organizing collaborative learning for future IT specialists: computer support for collaborative learning, assessment of students' learning achievements, development of specific abilities in students, management of the collaborative learning process and providing support to students, and planning of collaborative learning. It was established that the methodological characteristics of collaborative learning determine its effectiveness both for the formation of professional skills and abilities and for the development of social skills. However, the planning, implementation, and reflection of collaborative learning require significant time and effort from teachers, which leads to reduced attention to the control and support of group activities and diminishes the potential positive effect. In view of this, many scientific studies are aimed at developing methodological frameworks and computer tools to support the activities of teachers and learners.

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References

Volkova, N. P. (2018). Interaktyvni tekhnolohii navchannia u vyshchii shkoli [Interactive Learning Technologies in Higher Education]. Teaching and methodical manual, Dnipro: Alfred Nobel University [in Ukrainian].

Mintii, I. S., Vakaliuk, T. A., & Tkachenko, V. A. (2024). Vykorystannia servisu VOSviewer u naukovii diialnosti [Use of the VOSviewer Service in Scientific Activities]. Innovative Pedagogy, (75), 279–285 [in Ukrainian]. https://doi.org/10.32782/2663-6085/2024/75.54

Arnold, O., Golchert, S., Rennert, M., & Jantke, K. P. (2023). Interactive Collaborative Learning with Explainable Artificial Intelligence. In Auer, M. E., Pachatz, W., Rüütmann, T. (Eds.) Learning in the Age of Digital and Green Transition (ICL 2022), Lecture Notes in Networks and Systems, Vol. 633 (pp. 13–24). Springer, Cham [in English]. https://doi.org/10.1007/978-3-031-26876-2_2

Arroyo, Y., Molina, A. I., Redondo, M. A., & Gallardo, J. (2021). Learn-CIAM: A Model-Driven Approach for the Development of Collaborative Learning Tools. Applied Sciences, 11(6), 2554 [in English]. https://doi.org/10.3390/app11062554

Babo, R., Fitas, R., & Suhonen, J. (2024). WebAVALIA: analysis of students’ opinions and experiences using an e-assessment tool in collaborative learning. Education and Information Technologies, 29, 10677–10705 [in English]. https://doi.org/10.1007/s10639-023-12220-7

Babo, R., Suhonen, J. T., & Tukiainen, M. (2020). Improving Workgroup Assessment with WebAVALIA: The Concept, Framework and First Results. Journal of Information Technology Education: Innovations in Practice, 19, 157–184 [in English]. https://doi.org/10.28945/4627

Chen, H., Fong, M. M., Herman, G. L., & Silva, M. (2023). Student Autonomy in Collaborative Learning: Effects of meeting time and team consistency. In 2023 IEEE Frontiers in Education Conference (FIE), College Station, TX, USA (pp. 1–9) [in English]. https://doi.org/10.1109/FIE58773.2023.10343523

Colin, J., Hoarau, S., Declercq, C., & Broisin, J. (2024). Design and Evaluation of a Web-based Distributed Pair Programming Tool for Novice Programmers. In Proceedings of the 2024 on Innovation and Technology in Computer Science Education, V. 1 (ITiCSE 2024) (pp. 527–533), Association for Computing Machinery, New York, NY, USA [in English]. https://doi.org/10.1145/3649217.3653571

Daungcharone, K., Thongkoo, K., & Panjaburee, P. (2024). Integrating Thinking Process Model Technique with Online Collaborative Learning to Promote Programming Logical Thinking. International Journal of Information and Education Technology, 14(3), 501–509 [in English]. https://doi.org/10.18178/ijiet.2024.14.3.2071

de Jesus, Â. M., & Silveira, I. F. (2022). A Collaborative Learning Framework for Computational Thinking Development through Game Programming. Informatics in Education, 21(2), 253–281 [in English]. https://doi.org/10.15388/infedu.2022.14

Difference Between Collaborative Learning and Cooperative Learning. (Aug 21, 2023). Testbook.com [in English]. https://testbook.com/key-differences/difference-between-collaborative-learning-and-cooperative-learning

Durak, H. Y. (2024). Feedforward- or Feedback-based Group Regulation Guidance in Collaborative Groups. Journal of Computer Assisted Learning, 40(2), 410–436 [in English]. https://doi.org/10.1111/jcal.12887

Hawlitschek, A., Berndt, S., & Schulz, S. (2021). Towards a Framework of Planning Collaborative Learning Scenarios in Computer Science. In Proceedings of the 21st Koli Calling International Conference on Computing Education Research (Koli Calling ‘21), Association for Computing Machinery, New York, NY, USA, Article 24, 1–5 [in English]. https://doi.org/10.1145/3488042.3488044

Lai, C.-L. (2021). Effects of the group-regulation promotion approach on students’ individual and collaborative learning performance, perceptions of regulation and regulation behaviours in project-based tasks. British Journal of Educational Technology, 52, 2278–2298 [in English]. https://doi.org/10.1111/bjet.13138

Martins, J., Gonçalves, R., & Branco, F. (2024). A Bibliometric Analysis and Visualization of e-learning Adoption Using VOSviewer. Universal Access in the Information Society, 23, 1177–1191 [in English]. https://doi.org/10.1007/s10209-022-00953-0

Maryanti, R., Nandiyanto, A. B. D., Hufad, A., Sunardi, S., Al Husaeni, D. N., & Al Husaeni, D. F. (2023). A Computational Bibliometric Analysis of Science Education Research Using Vosviewer. Journal of Engineering Science and Technology, 18(1), 301–309 [in English]. https://jestec.taylors.edu.my/Vol18Issue1February2023/18_1_20.pdf

Murphy, C. (2015). Cooperative Learning. In Gunstone R. (Ed.). Encyclopedia of Science Education (p. 236), Springer Science+Business Media Dordrecht [in English].

O’Neill, S. I., & Mooney, A. (2023). Introducing a Collaborative Learning Strategy in a Hybrid and Traditional Laboratory for Undergraduate Computer Science Students. In Proceedings of the Ninth International Conference

on Higher Education Advances (HEAd’23) (pp. 229–236) [in English].http://doi.org/10.4995/HEAd23.2023.16339

Panitz, T. (1996). A Definition of Collaborative vs Cooperative Learning. Deliberations [in English]. http://colccti.colfinder.org/sites/default/files/a_definition_of_collaborative_vs_cooperative_learning.pdf

Schulz, S., Berndt, S., & Hawlitschek, A. (2022). Exploring students’ and lecturers’ views on collaboration and cooperation in computer science courses — a qualitative analysis. Computer Science Education, 33(3), 318–341 [in English]. https://doi.org/10.1080/08993408.2021.2022361

Standl, B., Kühn, T., & Schlomske-Bodenstein, N. (2021). Student-Collaboration in Online Computer Science Courses — An Explorative Case Study. International Journal of Engineering Pedagogy (iJEP), 11(5), 87–104 [in English]. https://doi.org/10.3991/ijep.v11i5.22413

van Eck, N. J., & Waltman, L. (2010). Software Survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84, 523–538 [in English]. https://doi.org/10.1007/s11192-009-0146-3

Xu, F., & Correia, A.-P. (2024). Adopting Distributed Pair Programming as an Effective Team Learning Activity: A systematic review. Journal of Computing in Higher Education, 36, 320–349 [in English]. https://doi.org/10.1007/s12528-023-09356-3

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Published

2025-03-31

How to Cite

[1]
S. Koniukhov, “Analysis of Foreign Experience in Applying Collaborative Learning Technologies for the Professional Training of Future IT Specialists at Higher Education Institutions”, OD, vol. 48, no. 1, pp. 29–40, Mar. 2025.

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Section

Digitalization of Education