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2020 | OriginalPaper | Chapter

An Educational Model for Integrating Game-Based and Problem-Based Learning in Data-Driven Flipped Classrooms

Authors : Muriel Algayres, Evangelia Triantafyllou

Published in: Emerging Technologies for Education

Publisher: Springer International Publishing

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Abstract

Active learning has been employed in higher education, as a way to engage students more efficiently and encourage the development of 21st century skills. The flipped classroom (FC) in particular has known a remarkable development. The FC is defined as a teaching method where “events that have traditionally taken place inside the classroom now take place outside and vice versa”. The FC takes place into three stages: pre-class, in-class and post-class, all of which have used various technological tools and online environments. There is still, however, some lacks in research and development around the FC. Research into combining the FC with other active learning methods such as Problem-Based Learning (PBL) or Game-Based Learning (GBL) is a recent field of study. Furthermore, any endeavor into combining the FC and other methodologies or expanding the FC has been limited to one of its three stages, usually either for pre-class preparation or for in-class activities. Similarly, use of technology and learning analytics had so far been mostly limited to out-of-class periods. Therefore, we consider that there is potential in building a new theoretical model to enhance the FC methodology by incorporating problem-based learning and learning analytics in the full learning process, and to develop the new FC model as an adaptive, data-driven, personalized experience. This paper will therefore present the new pedagogical model, its structure, and the technological tools that will support its development.

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Literature
1.
go back to reference Chen, N.S., Cheng, I.L., Chew, S.W.: Evolution is not enough: revolutionizing current learning environments to smart learning environments. Int. J. Artif. Intell. Educ. 26(2), 561–581 (2016)CrossRef Chen, N.S., Cheng, I.L., Chew, S.W.: Evolution is not enough: revolutionizing current learning environments to smart learning environments. Int. J. Artif. Intell. Educ. 26(2), 561–581 (2016)CrossRef
2.
go back to reference Alonso, F., López, G., Manrique, D., Viñes, J.M.: An instructional model for web-based e-learning education with a blended learning process approach. Br. J. Edu. Technol. 36(2), 217–235 (2005)CrossRef Alonso, F., López, G., Manrique, D., Viñes, J.M.: An instructional model for web-based e-learning education with a blended learning process approach. Br. J. Edu. Technol. 36(2), 217–235 (2005)CrossRef
3.
go back to reference Frey, B.: The SAGE Encyclopaedia of Educational Research, Measurement, and Evaluation, pp. 39–40. SAGE Publications, Thousand Oaks (2018)CrossRef Frey, B.: The SAGE Encyclopaedia of Educational Research, Measurement, and Evaluation, pp. 39–40. SAGE Publications, Thousand Oaks (2018)CrossRef
5.
go back to reference Abeysekera, L., Dawson, P.: Motivation and cognitive load in the flipped classroom: definition, rationale and a call for research. High. Educ. Res. Dev. 34(1), 1–14 (2015)CrossRef Abeysekera, L., Dawson, P.: Motivation and cognitive load in the flipped classroom: definition, rationale and a call for research. High. Educ. Res. Dev. 34(1), 1–14 (2015)CrossRef
6.
go back to reference Nechodomu, T., Falldin, M., Hoover, S.: CEHD Flipped Learning Guide (2016) Nechodomu, T., Falldin, M., Hoover, S.: CEHD Flipped Learning Guide (2016)
7.
go back to reference Klemke, R., Eradze, M., Antonaci, A.: The flipped MOOC: using gamification and learning analytics in MOOC design—a conceptual approach. Educ. Sci. 8(1), 25 (2018)CrossRef Klemke, R., Eradze, M., Antonaci, A.: The flipped MOOC: using gamification and learning analytics in MOOC design—a conceptual approach. Educ. Sci. 8(1), 25 (2018)CrossRef
9.
go back to reference Neville, A.J.: Problem-based learning and medical education forty years on. Med. Principles Pract. 18(1), 1–9 (2009)CrossRef Neville, A.J.: Problem-based learning and medical education forty years on. Med. Principles Pract. 18(1), 1–9 (2009)CrossRef
11.
go back to reference Chiang, T.H.C.: Analysis of learning behavior in a flipped programing classroom adopting problem-solving strategies. Interact. Learn. Environ. 25(2), 189–202 (2017)CrossRef Chiang, T.H.C.: Analysis of learning behavior in a flipped programing classroom adopting problem-solving strategies. Interact. Learn. Environ. 25(2), 189–202 (2017)CrossRef
12.
go back to reference Lai, C.L., Hwang, G.J.: A self-regulated flipped classroom approach to improving students’ learning performance in a mathematics course. Comput. Educ. 100, 126–140 (2016)CrossRef Lai, C.L., Hwang, G.J.: A self-regulated flipped classroom approach to improving students’ learning performance in a mathematics course. Comput. Educ. 100, 126–140 (2016)CrossRef
13.
go back to reference Long, P., Siemens, G.: Penetrating the fog: analytics in learning and education. Educause Rev. Online 46(5), 31–40 (2011) Long, P., Siemens, G.: Penetrating the fog: analytics in learning and education. Educause Rev. Online 46(5), 31–40 (2011)
14.
go back to reference Lu, O.H., Huang, J.C., Huang, A.Y., Yang, S.J.: Applying learning analytics for improving students’ engagement and learning outcomes in an MOOCs enabled collaborative programming course. Interact. Learn. Environ. 25(2), 220–234 (2017)CrossRef Lu, O.H., Huang, J.C., Huang, A.Y., Yang, S.J.: Applying learning analytics for improving students’ engagement and learning outcomes in an MOOCs enabled collaborative programming course. Interact. Learn. Environ. 25(2), 220–234 (2017)CrossRef
15.
go back to reference Doko, E., Bexheti, L.A.: A systematic mapping study of educational technologies based on educational data mining and learning analytics. In: 2018 7th Mediterranean Conference on Embedded Computing (MECO), pp. 1–4. IEEE (2018) Doko, E., Bexheti, L.A.: A systematic mapping study of educational technologies based on educational data mining and learning analytics. In: 2018 7th Mediterranean Conference on Embedded Computing (MECO), pp. 1–4. IEEE (2018)
16.
go back to reference Michael, D.R., Chen, S.L.: Serious Games: Games That Educate, Train, and Inform. Muska & Lipman/Premier-Trade, Boston (2005). Thomson Course Technology Michael, D.R., Chen, S.L.: Serious Games: Games That Educate, Train, and Inform. Muska & Lipman/Premier-Trade, Boston (2005). Thomson Course Technology
17.
go back to reference Prensky, M.: Digital game-based learning. Comput. Entertainment (CIE) 1(1), 21 (2003)CrossRef Prensky, M.: Digital game-based learning. Comput. Entertainment (CIE) 1(1), 21 (2003)CrossRef
18.
go back to reference Deterding, S., Sicart, M., Nacke, L., O’Hara, K., Dixon, D.: Gamification. using game-design elements in non-gaming contexts. In: CHI 2011 Extended Abstracts on Human Factors in Computing Systems, pp. 2425–2428. ACM (2011) Deterding, S., Sicart, M., Nacke, L., O’Hara, K., Dixon, D.: Gamification. using game-design elements in non-gaming contexts. In: CHI 2011 Extended Abstracts on Human Factors in Computing Systems, pp. 2425–2428. ACM (2011)
19.
go back to reference Van Eck, R.: Digital game-based learning: it’s not just the digital natives who are restless. Educause Rev. 41(2), 16 (2006) Van Eck, R.: Digital game-based learning: it’s not just the digital natives who are restless. Educause Rev. 41(2), 16 (2006)
20.
go back to reference Jo, J., Jun, H., Lim, H.: A comparative study on gamification of the flipped classroom in engineering education to enhance the effects of learning. Comput. Appl. Eng. Educ. 26(5), 1626–1640 (2018)CrossRef Jo, J., Jun, H., Lim, H.: A comparative study on gamification of the flipped classroom in engineering education to enhance the effects of learning. Comput. Appl. Eng. Educ. 26(5), 1626–1640 (2018)CrossRef
21.
go back to reference Hung, H.T.: Gamifying the flipped classroom using game-based learning materials. ELT J. 72(3), 296–308 (2018)CrossRef Hung, H.T.: Gamifying the flipped classroom using game-based learning materials. ELT J. 72(3), 296–308 (2018)CrossRef
22.
go back to reference Yang, K.H.: Learning behavior and achievement analysis of a digital game-based learning approach integrating mastery learning theory and different feedback models. Interact. Learn. Environ. 25(2), 235–248 (2017)MathSciNetCrossRef Yang, K.H.: Learning behavior and achievement analysis of a digital game-based learning approach integrating mastery learning theory and different feedback models. Interact. Learn. Environ. 25(2), 235–248 (2017)MathSciNetCrossRef
23.
go back to reference Busch, C., Claßnitz, S., Selmanagic, A., Steinicke, M.: Developing and testing a mobile learning games framework. Electron. J. e-Learning 13(3), 151–166 (2015) Busch, C., Claßnitz, S., Selmanagic, A., Steinicke, M.: Developing and testing a mobile learning games framework. Electron. J. e-Learning 13(3), 151–166 (2015)
24.
go back to reference Triantafyllou, E., Kofoed, L.B., Purwins, H., Timcenko, O.: Applying a learning design methodology in the flipped classroom approach–empowering teachers to reflect and design for learning. Tidsskriftet Læring og Medier (LOM), 9(15) (2016) Triantafyllou, E., Kofoed, L.B., Purwins, H., Timcenko, O.: Applying a learning design methodology in the flipped classroom approach–empowering teachers to reflect and design for learning. Tidsskriftet Læring og Medier (LOM), 9(15) (2016)
25.
go back to reference Koper, R.: Current research in learning design. J. Educ. Technol. Soc. 9(1), 13–22 (2006) Koper, R.: Current research in learning design. J. Educ. Technol. Soc. 9(1), 13–22 (2006)
27.
go back to reference Tsay, C.H.H., Kofinas, A., Luo, J.: Enhancing student learning experience with technology-mediated gamification: an empirical study. Comput. Educ. 121, 1–17 (2018)CrossRef Tsay, C.H.H., Kofinas, A., Luo, J.: Enhancing student learning experience with technology-mediated gamification: an empirical study. Comput. Educ. 121, 1–17 (2018)CrossRef
28.
go back to reference Ling, L.T.Y.: Meaningful gamification and students’ motivation: a strategy for scaffolding reading material. Online Learn. 22(2), 141–155 (2018) Ling, L.T.Y.: Meaningful gamification and students’ motivation: a strategy for scaffolding reading material. Online Learn. 22(2), 141–155 (2018)
30.
go back to reference Song, Y., Jong, M.S.Y., Chang, M., Chen, W.: Guest editorial: “HOW” to design, implement and evaluate the flipped classroom? – a synthesis. Educ. Technol. Soc. 20(1), 180–183 (2017) Song, Y., Jong, M.S.Y., Chang, M., Chen, W.: Guest editorial: “HOW” to design, implement and evaluate the flipped classroom? a synthesis. Educ. Technol. Soc. 20(1), 180–183 (2017)
31.
go back to reference Çakiroglu, Ü., Öztürk, M.: Flipped classroom with problem based activities: exploring self-regulated learning in a programming language course. J. Educ. Technol. Soc. 20(1), 337 (2017) Çakiroglu, Ü., Öztürk, M.: Flipped classroom with problem based activities: exploring self-regulated learning in a programming language course. J. Educ. Technol. Soc. 20(1), 337 (2017)
32.
go back to reference Fernández, A.R., Merino, P.J.M., Kloos, C.D.: Scenarios for the application of learning analytics and the flipped classroom. In: 2018 IEEE Global Engineering Education Conference (EDUCON), pp. 1619–1628. IEEE (2018) Fernández, A.R., Merino, P.J.M., Kloos, C.D.: Scenarios for the application of learning analytics and the flipped classroom. In: 2018 IEEE Global Engineering Education Conference (EDUCON), pp. 1619–1628. IEEE (2018)
34.
go back to reference Blau, I., Shamir-Inbal, T.: Re-designed flipped learning model in an academic course: the role of co-creation and co-regulation. Comput. Educ. 115, 69–81 (2017)CrossRef Blau, I., Shamir-Inbal, T.: Re-designed flipped learning model in an academic course: the role of co-creation and co-regulation. Comput. Educ. 115, 69–81 (2017)CrossRef
35.
go back to reference Kaw, A., Clark, R., Delgado, E., Abate, N.: Analyzing the use of adaptive learning in a flipped classroom for preclass learning. Comput. Appl. Eng. Educ. 27(3), 663–678 (2019)CrossRef Kaw, A., Clark, R., Delgado, E., Abate, N.: Analyzing the use of adaptive learning in a flipped classroom for preclass learning. Comput. Appl. Eng. Educ. 27(3), 663–678 (2019)CrossRef
36.
go back to reference Yang, Y., Wu, H., Cao, J.: Smartlearn: predicting learning performance and discovering smart learning strategies in flipped classroom. In: 2016 International Conference on Orange Technologies (ICOT), pp. 92–95. IEEE (2016) Yang, Y., Wu, H., Cao, J.: Smartlearn: predicting learning performance and discovering smart learning strategies in flipped classroom. In: 2016 International Conference on Orange Technologies (ICOT), pp. 92–95. IEEE (2016)
38.
go back to reference Ji, Y., Han, Y.: Monitoring indicators of the flipped classroom learning process based on data mining-taking the course of “virtual reality technology” as an example. Int. J. Emerg. Technol. Learn. 14(3), 166–177 (2019)CrossRef Ji, Y., Han, Y.: Monitoring indicators of the flipped classroom learning process based on data mining-taking the course of “virtual reality technology” as an example. Int. J. Emerg. Technol. Learn. 14(3), 166–177 (2019)CrossRef
39.
go back to reference Valdez, M.T., Ferreira, C.M., Barbosa, F.M.: Implementation of methodological strategies, attitudes and instruments as a PBL resource. In: 2018 17th International Conference on Information Technology Based Higher Education and Training (ITHET), pp. 1–4. IEEE (2018) Valdez, M.T., Ferreira, C.M., Barbosa, F.M.: Implementation of methodological strategies, attitudes and instruments as a PBL resource. In: 2018 17th International Conference on Information Technology Based Higher Education and Training (ITHET), pp. 1–4. IEEE (2018)
Metadata
Title
An Educational Model for Integrating Game-Based and Problem-Based Learning in Data-Driven Flipped Classrooms
Authors
Muriel Algayres
Evangelia Triantafyllou
Copyright Year
2020
DOI
https://doi.org/10.1007/978-3-030-38778-5_17

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