Uncovering the Satisfying MOOC Gamification Elements via fuzzy Analytic Hierarchy Process

  • Abstract
  • Keywords
  • References
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  • Abstract

    The constantly high drop-out rate in MOOCs remains as a concern of many MOOC providers. Gamification elements in MOOCs are seen to be able to alleviate this problem. As satisfaction is crucial to sustain learners’ engagement in MOOCs, this study aims to uncover the satisfying gamification elements for MOOC via Fuzzy Analytical Hierarchy Process (FAHP) approach. The study reveals learner-learner interaction as a significant criterion to provide a sense of satisfaction among MOOC learners and the most satisfying gamification elements are leaderboard, badge and opponent and thus, should be considered to be incorporated into MOOCs.


  • Keywords

    MOOC; Satisfaction; Gamification; Fuzzy Analytic Hierarchy Process.

  • References

      [1] Brian, D. V. (2013). Massive Open Online Courses (MOOCs) : A primer for University and College Board Members. Association of Governing Boards of Universities and Colleges.

      [2] Gamage, D., Fernando, S., & Perera, I. (2015). Quality of MOOCs: A review of literature on effectiveness and quality aspects. In Proceedings of the 8th IEEE Ubi-Media Conference (pp. 799-987). Katubedda, Sri Lanka: University of Moratuwa.

      [3] Gregori, P., Martínez, V., & Moyano-Fernández, J. J. (2018). Basic actions to reduce dropout rates in distance learning. Evaluation and program planning, 66, 48-52.

      [4] Lin, Y. G., & McKeachie, W. J. (1999). College student instrinsic and/or extrinsic motivation and learning. In Proceedings of the 107th Annual Meeting of the American Psychological Associaion, (pp. 20-24). Boston: The University of Michigan.

      [5] Deterding, S., Sicart, M., Nacke, L., O’Hara, K., & Dixon, D. (2011). Gamification: Using game design elements in non-gaming contexts. In Proceedings of CHI Extended Abstracts, (pp. 2425-2428). Vancouver, Canada: ACM.

      [6] Dicheva, D., Dichev, C., Agre, G., & Angelova, G. (2015). Gamification in education: A systematic mapping study. Educational Technology & Society, 18(3), 1-14.

      [7] Muntean, C. I. (2011). Raising engagement in e-learning through gamification. In Proceedings of the 6th International Conference on Virtual Learning ICVL, (pp. 323-329). Romania: University of Bucharest.

      [8] Keller, J. M. (2006). What is motivational design? Journal of Instructional Development, 12(5), 3-9.

      [9] Willems, C., Fricke, N., Meier, S., Meissner, R., Rollmann, K. A., Voelcker, S., ... & Meinel, C. (2014, July). Motivating the masses–gamified massive open online courses on OpenHPI. In EDULEARN14 Proceedings (pp. 4042-4052). IATED.

      [10] Ali, N. H., Sabri, I. A. A., Noor, N. M. M., & Ismail, F. (2012). Rating and ranking criteria for selected islands using fuzzy analytic hierarchy process (FAHP). International Journal of Applied Mathematics and Informatics, 6(1), 57-65. .

      [11] Chang, J. W., & Wei, H. Y. (2016). Exploring engaging gamification mechanics in massive online open courses. Educational Technology & Society, 19(2), 177-203.

      [12] Güngör, Z., Serhadlioğlu, G., & Kesen, S. E. (2009). A fuzzy AHP approach to personnel selection problem. Applied Soft Computing, 9, 641-646.

      [13] Tang, H. V. (2014). Constructing a competence model for international professionals in the MICE industry: An analytic hierarchy process approach. The Journal of Hospitality Leisure Sport and Tourism, 15(1), 34-49.

      [14] Saaty, T. L. (1980). The analytic hierarchy process: planning, priority setting, resources allocation. New York: McGraw, 281.

      [15] Do, Q. H., & Chen, J. F. (2013). Prioritizing the factor weights affecting tourism performance by FAHP. International Journal of Engineering Business Management, 5(51), 1-10.

      [16] Arora, M., & Devi, M. S. (2011). A Fuzzy-AHP Approach to Solve Multi Criteria Budget Allocation Problem. International Journal of Computer Science Engineering and Technology, 1(6), 284-289.

      [17] Buckley, R. C. (1985). Distinguishing the effects of area and habitat type on islan plant species richness by separating floristic elements and substrate types and controlling for island isolation. Journal of Biogeography, 527-535.

      [18] Krause, M., Mogalle, M., Pohl, H., & Williams, J. J. (2015). A playful game changer: Fostering student retention in online education with social gamification. In Proceedings of the second ACM conference on Learning @ Scale Conference (L@S’15), (pp. 95-102). Vancouver, Canada: ACM Press.

      [19] Thomas, C., & Berkling, K. (2013, September). Redesign of a gamified software engineering course. In Interactive Collaborative Learning (ICL), 2013 International Conference on (pp. 778-786). IEEE.

      [20] Olsson, M., Mozelius, P., & Collin, J. (2015). Visualization and gamification of e-learning and programming education. The Electronic Journal of e-Learning, 13(6), 441-454.

      [21] Tvarozek, J., & Brza, T. (2014). Engaging students in online courses through interactive badges. International Conference on e-Learning’14, (pp. 89-95). Bratislava, Slovakia: Slovak University of Technology in Bratislava.

      [22] Keller, J. M. (2000, February). How to integrate learner motivation planning into lesson planning: The ARCS model approach. Paper presented at VII Semanario Conference, Santiago, Cuba.

      [23] Moore, M. G. (1989). Editorial: Three types of interaction. The American Journal of Distance Education, 3(2), 1-6.

      [24] Talent LMS. (n.d.). The fastest path to awesome learning. Retrieved from the https://www.talentlms.com/

      [25] Verhoeff, T. (1997). The role of competitions in education. Retrieved from http://olympiads.win. tue.nl/ioi/ioi97/ffutwrld/competit.edu

      [26] Kahoot. (n.d.). Find awesome kahoots. Retrieved from https://create.kahoot.it/#discover




Article ID: 23723
DOI: 10.14419/ijet.v7i4.31.23723

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