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Assessing Gamification Effectiveness in Education Through Analytics

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Optimization, Learning Algorithms and Applications (OL2A 2021)

Abstract

The study aims at identifying indicators for assessing the application of gamification in education and training, as it often remains immeasurable and therefore the whole process is insufficiently effective. The paper seeks insight into the further development of a web-based software analytics solution based on the evaluation measures identified and accumulated in this study through literature and content analyses. The applied methodology is a critical selection of those indicators for measuring the effectiveness of gamification in education, which are relevant for a wide range of educational areas and could answer the simple question of whether a gamification practice is or is not effective for use. The aim is to gain a common understanding of indicators that can be measured across many different organizations and goals after using gamification with simple and adaptive data models. The study bases the results and conclusions of some real experiments with university students and interns in business organizations. The results of the research can serve as a prerequisite for further development and implementation of analytics tool as well as to contribute to build an artificial intelligence-based solution for rapid assessment of new serious games in education.

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References

  1. Nah, F.-H., Zeng, Q., Telaprolu, V.R., Ayyappa, A.P., Eschenbrenner, B.: Gamification of education: a review of literature. In: Nah, F.-H. (ed.) HCIB 2014. LNCS, vol. 8527, pp. 401–409. Springer, Cham (2014). https://doi.org/10.1007/978-3-319-07293-7_39

    Chapter  Google Scholar 

  2. Campillo-Ferrer, J.M., Miralles-Martínez, P., Sánchez-Ibáñez, R.: Gamification in higher education: impact on student motivation and the acquisition of social and civic key competencies. Sustainability 12(12), 4822 (2020). https://doi.org/10.3390/su12124822

  3. Osipov, I.V., Volinsky, A.A., Grishin, V.V.: Gamification, virality and retention in educational online platform. Int. J. Adv. Comput. Sci. Appl. 6(4), (2015). https://doi.org/10.14569/IJACSA.2015.060402

  4. Dichev, C., Dicheva, D.: Gamifying education: what is known, what is believed and what remains uncertain: a critical review. Int. J. Educ. Technol. High. Educ. 14(1), 1–36 (2017). https://doi.org/10.1186/s41239-017-0042-5

    Article  Google Scholar 

  5. Heilbrunn, B., Herzig, P., Schill, A.: Gamification analytics—methods and tools for monitoring and adapting gamification designs. In: Stieglitz, S., Lattemann, C., Robra-Bissantz, S., Zarnekow, R., Brockmann, T. (eds.) Gamification. PI, pp. 31–47. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-45557-0_3

    Chapter  Google Scholar 

  6. Huizinga, J.: Homo Ludens: A Study of the Play Element in Culture, 2nd edn. Routledge & Kegan Paul, London (1949)

    Google Scholar 

  7. Pelling, N.: The (Short) Prehistory of Gamification, Funding Startups (& other impossibilities). Haettu (2011)

    Google Scholar 

  8. Deterding, S., Dixon, D., Khaled, R., Nacke, L.: From game design elements to gamefulness: defining “gamification. In: Lugmayr, A., Franssila, H., Safran, C., Hammouda, I. (eds.) MindTrek, pp. 9–15 (2011). https://doi.org/10.1145/2181037.2181040

  9. Lee, J., Hammer, J.: Gamification in education: What, How, Why bother? Acad. Exch. Q. 122, 1–5 (2011)

    Google Scholar 

  10. Linehan, C., Kirman, B., Lawson, S., Chan, G.: Practical, appropriate, empirically-validated guidelines for designing educational games. In: ACM Annual Conference on Human Factors in Computing Systems, 7–12 May, pp. 1979–1988. Canada, Vancouver (2011)

    Google Scholar 

  11. Campillo-Ferrer, J.M., et al.: Gamification in higher education: impact on student motivation and the acquisition of social and civic key competencies. Sustainability 12, 4822 (2020). https://doi.org/10.3390/su12124822

    Article  Google Scholar 

  12. López Carrillo, D., et al.: Using gamification in a teaching innovation project at the university of Alcalá: a new approach to experimental science practices. Electron. J. E-Learn. 17(2), 93–106 (2019)

    Google Scholar 

  13. Stott, A., Neustaedter, C.: Analysis of Gamification in Education (2013)

    Google Scholar 

  14. Kappen, D.L., Nacke, L.E.: The kaleidoscope of effective gamification: deconstructing gamification in business applications. In: Proceedings of the First International Conference on Gameful Design, Research, and Applications (Gamification 13), pp. 119–122. Association for Computing Machinery, New York (2013). https://doi.org/10.1145/2583008.2583029

  15. Dicheva, D., et al.: Gamification in education: a systematic mapping study. Educ. Technol. Soc. 18(3), 75–88 (2015)

    Google Scholar 

  16. Mifrah, A.: Categorizing Game Design Elements into Educational Game Design Fundamentals, Game Design and Intelligent Interaction, Ioannis Deliyannis, IntechOpen (2019). https://doi.org/10.5772/intechopen.89971

  17. Rimon, G.: How to Measure the ROI of Gamification (2013). https://www.gamification.co/2013/07/17/how-to-measure-the-roi-of-gamification/

  18. Memmert, D., Harvey, S.: The game performance assessment instrument (GPAI): some concerns and solutions for further development. J. Teach. Phys. Educ. 27, 220–240 (2008)

    Article  Google Scholar 

  19. Oslin, J.L., Mitchell, S.A., Griffin, L.L.: The game performance assessment instrument (GPAI): development and preliminary validation. J. Teach. Phys. Educ. 17, 231–243 (1998)

    Article  Google Scholar 

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Acknowledgement

This work was supported by the University of National and World Economy under the project No NID NI-14/2018.

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Correspondence to Zornitsa Yordanova .

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Yordanova, Z. (2021). Assessing Gamification Effectiveness in Education Through Analytics. In: Pereira, A.I., et al. Optimization, Learning Algorithms and Applications. OL2A 2021. Communications in Computer and Information Science, vol 1488. Springer, Cham. https://doi.org/10.1007/978-3-030-91885-9_47

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  • DOI: https://doi.org/10.1007/978-3-030-91885-9_47

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-91884-2

  • Online ISBN: 978-3-030-91885-9

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