Volume 14 (2025) Download Cover Page

Collaborative Concept Maps in Higher Education: Pedagogical Contributions, Cognitive Challenges, and Optimization Strategies for Interactive Visual Learning

Article Number: e2025085  |  Published Online: March 2025  |  DOI: 10.22521/edupij.2025.14.85

Fatima Zahra Lotfi , Tono Suwartono , Brahim Maziane , Sri Nurhayati , Youssef Laajan , Brahim Nachit

Abstract

Background/purpose. Collaborative concept maps (CCMs) stand out for their ability to organize knowledge and enhance retention. However, their use in higher education raises questions about their effectiveness. This study aims to evaluate the effect of CCMs on learning of students enrolled in the Master’s program in Training and Supervision Professions in Morocco, identify the challenges they faced during the creation of these maps, and propose improvements aimed at optimizing the use of these tools in higher education.

Materials/methods. The study involves 60 students divided into two modules, "Work Psychology" and "Andragogy." Organized into small groups, the participants designed concept maps throughout the semester, using course materials and recommended scientific articles. Data were collected at the end of the semester through a questionnaire that included Likert-scale items and open-ended questions. The results were analyzed using descriptive statistics and thematic analysis, respectively.

Results. CCMs proved to be effective in fostering creativity, enhancing critical thinking, and improving knowledge retention. However, certain limitations were identified, including cognitive overload related to organizing complex information and interpretive divergences within groups, which slowed down the collaborative process. Additionally, technical and organizational challenges, such as a lack of digital skills and coordination difficulties, were also noted. These limitations occasionally hindered the effectiveness of collaborative dynamics and the achievement of learning objectives.

Conclusion. CCMs are an innovative teaching-learning tool that promotes interactivity among learners. By overcoming identified challenges and implementing recommended strategies, these maps effectively achieve a variety of educational objectives.

Keywords: Collaborative, concept map, higher education, pedagogical, challenges, learning

References

Ab Latif, R., & Mat Nor, M. Z. (2020). Using the ADDIE Model to Develop a Rusnani Concept Mapping Guideline for Nursing Students. Malaysian Journal of Medical Sciences, 27(6), 115–127. https://doi.org/10.21315/mjms2020.27.6.11

Alharbi, H. S. M. (2024). The effectiveness of the concept mapping strategy in developing digital concepts among students at Prince Sattam bin Abdulaziz University. Journal of Educational and Social Research, 14(2), 273. https://doi.org/10.36941/jesr-2024-0042

Aşıksoy, G. (2019). Computer-Based Concept Mapping as a Method for Enhancing the Effectiveness of Concept Learning in Technology-Enhanced Learning. Sustainability, 11(4), 1005. https://doi.org/10.3390/su11041005

Ausubel, D. P. (2000). The acquisition and retention of knowledge: A cognitive view. Springer Science and Business Media. https://doi.org/10.1007/978-94-015-9454-7

Aziz, F. A. A., & Halim, L. (2019). Impact of Concept Mapping on Students’ Critical Thinking Skills in Science (Impak Pemetaan Konsep Terhadap Kemahiran Berfikir Kritis Dalam Sains). Jurnal Pendidikan Malaysia, 44(01SI). https://doi.org/10.17576/jpen-2019-44.01si-07

Blunt, J. R., & Karpicke, J. D. (2014). Learning with retrieval-based concept mapping. Journal of Educational Psychology, 106(3), 849–858. https://doi.org/10.1037/a0035934

Bordunos, A. K., Miletich, M. P., & Volkova, N. V. (2024). Mindful learning: Principles and prospect of use in higher education. Psychological Science and Education, 29(4), 16–30. https://doi.org/10.17759/pse.2024290402

Calma, A., & Cotronei-Baird, V. (2021). Assessing critical thinking in business education: Key issues and practical solutions. The International Journal of Management Education, 19(3). https://doi.org/10.1016/j.ijme.2021.100531

Cañas, A. J., Reiska, P., & Shvaikovsky, O. (2023). Improving learning and understanding through concept mapping. Knowledge Management & E-Learning, 15(3), 369–380. https://doi.org/10.34105/j.kmel.2023.15.021

Chang, C.-C., Hwang, G.-J., & Tu, Y.-F. (2022). Concept Mapping in Technology-Supported K-12 Education: A Systematic Review of Selected SSCI Publications From 2001 to 2020. Journal of Educational Computing Research, 60(7), 1637–1662. https://doi.org/10.1177/07356331211073798

Chevan, J., Pak, S. S., Wilkinson, S. G., & Toole, E. (2023). Building a Foundation for Health Informatics Content in Physical Therapy Education Through Concept Analysis and Concept Mapping. Journal of Physical Therapy Education, 37(1), 24–30. https://doi.org/10.1097/JTE.0000000000000267

Dahal, B. K. (2024). Transforming Physics Education: Harnessing the Potential of Concept Mapping Across Cognitive Domains. Pragyaratna प्रज्ञारत्न, 6(1), 42–51. https://doi.org/10.3126/pragyaratna.v6i1.64532

Demirci, T., & Memiş, E. K. (2021). Examining the Views of Preservice Science Teachers on Creating Concept Maps. Science Education International, 32(3), 264–272. https://doi.org/10.33828/sei.v32.i3.10

Dillenbourg, P. (1999). Collaborative learning: Cognitive and computational approaches (Vol. 35, Issue 1). Computers and Education. https://doi.org/10.1016/S0360-1315(00)00011-7

Eppler, M. J. (2006). A comparison between concept maps, mind maps, conceptual diagrams, and visual metaphors as complementary tools for knowledge construction and sharing. Information Visualization, 5(3), 202–210. https://doi.org/10.1057/palgrave.ivs.9500131

Farrokhnia, M., Pijeira‐Díaz, H. J., Noroozi, O., & Hatami, J. (2019). Computer-Supported Collaborative Concept Mapping: The Effects of Different Instructional Designs on Conceptual Understanding and Knowledge Co-Construction. Computers & Education, 142, 103640. https://doi.org/10.1016/j.compedu.2019.103640

Freedman, H., Young, N., Schaefer, D., Song, Q., van der Hoek, A., & Tomlinson, B. (2024). Construction and analysis of collaborative educational networks based on student concept maps. Proceedings of the ACM on Human-Computer Interaction, 8(1), 1–22. https://doi.org/10.1145/3637313

Hartsell, T. (2021). Visualization of knowledge with concept maps in a teacher education course. TechTrends, 65, 847–859. https://doi.org/10.1007/s11528-021-00647-z

Hay, D., Kinchin, I., & Lygo‐Baker, S. (2008). Making learning visible: The role of concept mapping in higher education. Studies in Higher Education, 33(3), 295–311. https://doi.org/10.1080/03075070802049251

Horton, P. B., McConney, A. A., Gallo, M., Woods, A. L., Senn, G. J., & Hamelin, D. (1993). An investigation of the effectiveness of concept mapping as an instructional tool. Science Education, 77(1), 95–111. https://doi.org/10.1002/sce.3730770107

Jung, J., Shin, Y., & Zumbach, J. (2019). The Effects of Pre-Training Types on Cognitive Load, Collaborative Knowledge Construction and Deep Learning in a Computer-Supported Collaborative Learning Environment. Interactive Learning Environments, 29(7), 1163–1175. https://doi.org/10.1080/10494820.2019.1619592

Lailiyah, M., & Yustisia, K. K. (2022). Collaborative Concept Mapping: A Study of Group Work Satisfaction in Vocational Higher Education. Journal of Vocational Education Studies, 5(2), 312–321. https://doi.org/10.12928/joves.v5i2.6181

Leung, C. H., & Cheng, S. C. L. (2018). The Effective Application of Concept Mapping in Marketing Education. Asian Journal of Empirical Research, 8(1), 1–12. https://doi.org/10.18488/journal.1007/2018.7.1/1007.1.1.12

Liu, S., Kang, L., Liu, Z., Fang, J., Yang, Z., & Sun, J. (2021). Computer-supported collaborative concept mapping: the impact of students’ perceptions of collaboration on their knowledge understanding and behavioral patterns. Interactive Learning Environment, 31(6), 3340–3359. https://doi.org/10.1080/10494820.2021.1927115

Mende, S., Proske, A., & Narciss, S. (2021). Individual preparation for collaborative learning: Systematic review and synthesis. Educational Psychologist, 56(1), 29–53. https://doi.org/10.1080/00461520.2020.1828086

Molinari, G. (2017). From learners’ concept maps of their similar or complementary prior knowledge to collaborative concept map: Dual eye-tracking and concept map analyses. Psychologie Française, 62(3), 293–311. https://doi.org/10.1016/j.psfr.2015.11.001

Morita, J., Ohmoto, Y., & Hayashi, Y. (2021). Integrating Knowledge in Collaborative Concept Mapping: Cases in an Online Class Setting (pp. 99–106). https://doi.org/10.1007/978-3-030-80421-3_12

Mottian, S. D., Roets, L., & Maboe, K. A. (2022). Interpretation of the concept ‘nursing’: Utilisation in nursing education and practice. Curationis, 45(1). https://doi.org/10.4102/curationis.v45i1.2351

Nesbit, J. C., & Adesope, O. O. (2006). Apprendre avec des cartes conceptuelles et de connaissances: une méta-analyse. Review of Educational Research, 76(3), 413–448. https://doi.org/10.3102/00346543076003413

Novak, J. D. (2002). Meaningful learning: The essential factor for conceptual change in limited or inappropriate propositional hierarchies leading to empowerment of learners. Science Education, 86(4), 548–571. https://doi.org/10.1002/sce.10032

Novak, J. D., & Cañas, A. J. (2008). The theory underlying concept maps and how to construct them. http://cmap.ihmc.us/Publications/ResearchPapers/TheoryUnderlyingConceptMaps.pdf

Novak, J. D., & Gowin, D. B. (1984). Learning how to learn. Cambridge University Press. https://doi.org/10.1017/CBO9781139173469

Ouyang, F., & Xu, W. (2021). The Effects of Three Instructor Participatory Roles on a Small Group’s Collaborative Concept Mapping. Journal of Educational Computing Research, 60(4), 930–959. https://doi.org/10.1177/07356331211057283

Sadita, L., Hirashima, T., Hayashi, Y., Wunnasri, W., Pailai, J., Junus, K., & Santoso, H. B. (2020). Collaborative Concept Mapping With Reciprocal Kit-Build: A Practical Use in Linear Algebra Course. Research and Practice in Technology Enhanced Learning, 15(1). https://doi.org/10.1186/s41039-020-00136-6

Schroeder, P., Anggraeni, K., & Weber, U. (2018). The relevance of circular economy practices to the sustainable development goals. Journal of Industrial Ecology, 23(1), 77–95. https://doi.org/10.1111/jiec.12732

Shih, Y. A., & Chang, B. (2020). Empirical Study on the Effects of Social Network–supported Group Concept Mapping. Research and Practice in Technology Enhanced Learning, 15(1). https://doi.org/10.1186/s41039-020-00143-7

Suwartono, T. (2014). Dasar dasar metodologi penelitian. Yogjakarta: Andi Publisher

Tan, E., Weerd, J. G. d., & Stoyanov, S. (2021). Supporting Interdisciplinary Collaborative Concept Mapping With Individual Preparation Phase. Educational Technology Research and Development, 69(2), 607–626. https://doi.org/10.1007/s11423-021-09963-w

Thompson, S. B., & Pugh-Bernard, A. (2020). Concept maps as a dynamic tool for teaching scientific thinking. Journal of Immunology, 204(1). https://doi.org/10.4049/jimmunol.204.Supp.222.23

Voropaev, M. V, & Neumyvakin, V. S. (2023). Pedagogical support for development of learning activity self-regulation in high school students. Psychological-Educational Studies, 15(3), 80–95. https://doi.org/10.17759/psyedu.2023150306

Wang, M., Wu, B., Kirschner, P. A., & Michael Spector, J. (2018). Using cognitive mapping to foster deeper learning with complex problems in a computer-based environment. Computers in Human Behavior, 87, 450–458. https://doi.org/10.1016/j.chb.2018.01.024

Woods, A., & Beye, A. (2020). Teaching undergraduate students to create and use concept maps to improve their learning. FASEB Journal, 34(S1). https://doi.org/10.1096/fasebj.2020.34.s1.06313

Yarmohammadi, A., Mostafazadeh, F., & Shahbazzadegan, S. (2023). Comparison lecture and concept map methods on the level of learning and satisfaction in puerperal sepsis education of midwifery students: a quasi-experimental study. BMC Medical Education, 23(1), 251. https://doi.org/10.1186/s12909-023-04247-8

Zandvakili, E., Washington, E. D., Gordon, E. W., Wells, C. S., & Mangaliso, M. P. (2019). Teaching Patterns of Critical Thinking: The 3CA Model—Concept Maps, Critical Thinking, Collaboration, and Assessment. Sage Open, 9(4). https://doi.org/10.1177/2158244019885142

Zhang, W., Yan, W., & Jan, Y. (2023). Teaching Strategy Research on Project-based Collaborative Learning. Proceedings of the 2023 8th International Conference on Distance Education and Learning, 133–138. https://doi.org/10.1145/3606094.3606104

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