Three Tiers of Gamification in a College Course on Problem Solving for Global Challenges

Steven L. Tanimoto 

pp. 101 - 127, download

(https://doi.org/10.55612/s-5002-053-005)

 

 

Abstract

  

Three different forms of gamification in learning are described in the context of an intensive four-week course for incoming freshmen at the University of Washington.  The course covers topics from several disciplines including computer science, game theory, and the learning sciences. The three tiers of gamification are (A) students learn while playing games, (B) students learn when they formulate complex global problems as games, and (C) students learn as they take on agile software-development team roles as they create digital games.  Each of these tiers has motivational justifications, and in addition, these tiers offer complementary benefits.  For example, the gamification of “wicked” problems in tier B requires and stimulates meta-cognitive thinking.  When the students themselves are charged with formulating the problems as games, they end up better understanding the factors that go into successful problem solving, including “thinking outside of the box” and reformulating problems to make them more tractable to solution. Presented here are the design rationale for the course, observations about student learning and challenges, and how the course’s pedagogy compares with methods described in the literature.

 

Keywords: gamification, learning, game design, wicked problem, global challenge, computer programming, Python, problem formulation, classical theory of problem solving, agile programming, scrum, collaborative design, tier, serious games, student designs.

 

 

References


1.   Brown, A.L.: Design experiments: Theoretical and methodological challenges in creating complex interventions in classroom settings. Journal of the Learning Sciences, 2(2), pp.141--178. (1992) https://doi.org/10.1207/s15327809jls0202_2

2.   Reeves, T., Herrington, J., Oliver, R.: Design Research: A socially responsible approach to instructional technology research in higher education. Journal of Computing in Higher Education, 16(2), pp.97--116. (2005)https://doi.org/10.1007/BF02961476

3.   Tobias, S., Fletcher, J.: Computer games and instruction. Charlotte, NC: Information Age Publishing. (2011)

4.   Connolly, T.M., Boyle, E.A., MacArthur, E., Hainey, T., Boyle, J.M.: A systematic literature review of empirical evidence on computer games and serious games. Computers & Education, 59(2), pp.661-686. (2021)https://doi.org/10.1016/j.compedu.2012.03.004

5.   Sailer, M., Homner, L.: The Gamification of learning: a Meta-analysis. Educational Psychology Review 32, pp.77-112. (2020) https://doi.org/10.1007/s10648-019-09498-w

6.   Simon, H. A., Newell, A.: Human problem solving: The state of the theory in 1970. American Psychologist, 26: 2, pp.145-159. (1971)https://doi.org/10.1037/h0030806

7.   Newell, A., Simon, H.: Human Problem Solving. Englewood Cliffs, N.J.: Prentice-Hall. (1972)

8.   Polya, G.: How to Solve It. Princeton University Press. (1945)https://doi.org/10.1515/9781400828678

9.   Pearl, J.: Heuristics: Intelligent Search Strategies for Computer Problem Solving. Reading, MA: Addisson-Wesley. (1984)

10. Simon, H.: The Sciences of the Artificial. Cambridge, MA: MIT Press. (1969)

11. Rittel, H. W. J, Webber, M. M.: Dilemmas in a general theory of planning. Policy Sciences, Vol. 4, pp.155-169 (1973)https://doi.org/10.1007/BF01405730

12. Klemmer, S.: Personal communication. (2017)

13. Jonassen, D. (ed): Learning to Solve Complex Scientific Problems. New York, NY: Routledge (2007)

14. Lucas, E.: L'Arithmétique Amusante. Paris: Gauthier-Villars et Fils (1895)https://doi.org/10.1038/053079c0

15. Jackman, J., Ryan, S., Olafsson, S., Dark, V. J.: Metaproblem spaces and problem structure. (Ch. 11 of Jonassen) (2007)

16. Red Redemption, Ltd.: Fate of The World. (game). Oxford, UK. (2011)

17. Churchman, C.: Free for All Guest Editorial. Management Science.Vol. 14, No. 4. (1967)https://doi.org/10.1287/mnsc.14.4.B141

18. Skaburskis, A.: The Origin of 'Wicked Problems', Planning Theory & Practice, 9:2, pp.277-280. (2008). https://doi.org/10.1080/14649350802041654

19. Kimbrough, S. O.: Agents, Games, and Evolution: Strategies at Work and Play. Boca Raton, FL: CRC Press (2012)

20. Tanimoto, S. L.: The Squeaky Wheel algorithm: Automatic grouping of students for collaborative projects. Proc. Workshop on Personalization in e-Learning Environments at Individual and Group Level (PING), Corfu, Greece, pp.79--80. (2007)

21. Sims, C., Johnson, H. L.: The Elements of Scrum. Foster City, CA: Dymaxicon. (2011)

22. Aslan, S.: Digital Educational Games: Methodologies for Development and Software Quality. Ph.D. dissertation, Virginia Polytechnic University, Blackburg, VA. (2016)

23. Mitgutsch, K., Alvarado, N.: Purposeful by design? A serious game design assessment framework. Proceedings of the International Conference on the foundations of digital games. New York: ACM, pp.121-128. (2012)https://doi.org/10.1145/2282338.2282364

24. Red Redemption, Ltd.: BBC Climate Challenge. (2006).https://www.bbc.co.uk/sn/hottopics/climatechange/climate_challenge/

25. Earthgames.org: Climate Quest. (2021)

26. Kloeckner, A. P., Scherer, J. O., Ribeiro, J. L. D.: A game to teach and apply design thinking for innovation. International Journal of Innovation - IJI, São Paulo, 9(3), pp.557-587. (2021, Sept./Dec.). https://doi.org/10.5585/iji.v9i3.20286

27. Earp, J.: Game Making for learning: A systematic review of the research literature. Proc. 8th International Conference of Education, Research and Innovation, ICERI 2015, Seville, Spain, (2015) 

28. Weitze, C.L.: Designing for learning and play: The Smiley model as a framework. IxD&A, No.29, pp. 52-75. (2016)

29. Weitze, C. L.: Innovative Pedagogical Processes Involving Educational Technology. Ph.D. Thesis. Aalborg Universitetsforlag (2016)

30. Mårell-Olsson, E.: Using gamification as an online teaching strategy to develop students' 21st century skills. IxD&A No. 47, pp.69-93. (2020-21)https://doi.org/10.55612/s-5002-047-004

31. Weitze, C.L.: Recommendations for learning through educational game design: A systematic literature review. Proc.15th European Conference on Games Based Learning (ECGBL). (2021). DOI:10.34190/GBL.21.035.

32. Barab, S.A., Gresalfi, M., Ingram-Goble, A.: Transformational play using games to position person, content, and context. Educational Researcher, 39(7), pp.525-536. (2010)https://doi.org/10.3102/0013189X10386593

33. Rodrigues, L., Pereira, F. D., Toda, A. M., Palomino, P. T., Pessoa, M., Galvao Carvalho, L. S., Fernandes, D., Oliveiro, E. H. T., Cristea, A. I., Isotani, S.: Gamification suffers from the novelty effect but benefits from the familiarization effect: Findings from a longitudinal study. Int'l. J. Technol. in Higher Education. Vol. 19, No. 13. (2022). https://doi.org/10.1186/s41239-021-00314-6.https://doi.org/10.1186/s41239-021-00314-6

34. Oropeza Hernández, M. I., Muñoz Lezama, R., Madero Gómez, S.: Work-in-Progress: The Road to learning, using gamification. 2021 IEEE Global Engineering Education Conference (EDUCON), pp.1393-1397. (2021)https://doi.org/10.1109/EDUCON46332.2021.9453892

35. Shute, V.J.: Stealth assessment in computer-based games to support learning. Computer games and instruction, Vol. 55, No. 2, pp.503--524. (2011)

36. Earle, A., Leyva-de la Hiz, D. I.: The wicked problem of teaching about wicked problems: Design thinking and emerging technologies in sustainability education. Management Learning. December (2020). https://doi.org/10.1177/1350507620974857

 

 

 

 

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