Pedagogía basada en el juego en la literatura científicaanálisis de minería de textos

  1. Xavier García- Massó 1
  2. Sergio Montalt-García 1
  3. Luis-Millán González 1
  1. 1 Universitat de València
    info

    Universitat de València

    Valencia, España

    ROR https://ror.org/043nxc105

Journal:
Revista de educación

ISSN: 0034-8082

Year of publication: 2024

Issue Title: Gamificación, Videojuegos y eSports

Issue: 405

Pages: 133-158

Type: Article

DOI: 10.4438/1988-592X-RE-2024-405-630 DIALNET GOOGLE SCHOLAR lock_openOpen access editor

More publications in: Revista de educación

Abstract

La pedagogía basada en el juego ha aumentado su influencia en diferentes ámbitos (p. ej. educativo o márquetin) durante los últimos años sin embargo es difícil tener una visión general del abordaje científico que se ha realizado hasta la fecha alrededor de este término. El objetivo de este trabajo es identificar, analizar y proporcionar un mapa completo de los conceptos emergentes publicados en la literatura científica relacionada con la pedagogía basada en juegos, así como establecer los tópicos más estudiados alrededor de dichos conceptos. Método: se realizó una búsqueda en la base de datos Web of Science (WOS) de todos los artículos relacionados con esta temática y se analizaron utilizando tanto el título como las palabras clave y los resúmenes mediante técnicas de minería de datos. Se calcularon la frecuencia de aparición de los unigramas, bigramas y trigramas así como los tópicos investigados dentro de la materia a través del análisis latente de Dirichlet. Resultados: algunos de los unigramas, bigramas y trigramas más frecuentes son: ‘student’, ‘education’, ‘virtual reality’, ‘video game’, ‘learning environment’, ‘autism spectrum disorder’, ‘design methodology approach’ y ‘information communication technology’. Del modelo basado en análisis latente de Dirichlet emergieron 15 tópicos de investigación relacionados con la pedagogía basada en el juego siendo aquel que se centra en nuevas herramientas para la implementación de gamificaciones en diferentes contextos (p. ej. marketing o economía) así como la aplicación de pedagogía basada en el juego en el entorno universitario para favorecer el aprendizaje y la motivación los que han aumentado su presencia científica en los últimos años. Conclusiones: gracias a los resultados de este trabajo se dispone de una visión general del abordaje científico que se ha realizado alrededor de la pedagogía basada en el juego hasta la fecha.

Bibliographic References

  • Abu-Dawood, S. (2016). The Cognitive and Social Motivational Affordances of Gamification in E-Learning Environment. 2016 IEEE 16th International Conference on Advanced Learning Technologies (ICALT), 373-375. https://doi.org/10.1109/ICALT.2016.126
  • Apt, C. C. (1970). Serious games: The art and science of games that simulate life in industry, government and education. Viking.
  • Batista, R., & Vaz de Carvalho, C. (2008). Work in progress—Learning through role play games. 2008 38th Annual Frontiers in Education Conference, T3C-7-T3C-8. https://doi.org/10.1109/FIE.2008.4720599
  • Brangier, E., & Marache-Francisco, C. (2020). Measure of the Lived and Functional Effects of Gamification: An Experimental Study in a Professional Context. En Advances in Ergonomics in Design (F. Rebelo and M. M. Soares, pp. 242-253). Springer International Publishing.
  • Chan, E., Nah, F. F.-H., Liu, Q., & Lu, Z. (2018). Effect of Gamification on Intrinsic Motivation. En F. F.-H. Nah & B. S. Xiao (Eds.), HCI in Business, Government, and Organizations (pp. 445-454). Springer International Publishing. https://doi.org/10.1007/978-3-319-91716-0_35
  • Cretu, D. M., & Ho, Y.-S. (2023). The Impact of COVID-19 on Educational Research: A Bibliometric Analysis. Sustainability, 15(6), Article 6. https://doi.org/10.3390/su15065219
  • Cruz, S., Urbano, D., Coelho, A., & Pêgo, J. P. (2021). An experience of using Kahoot! While going online. 2021 4th International Conference of the Portuguese Society for Engineering Education (CISPEE), 1-4. https://doi.org/10.1109/CISPEE47794.2021.9507221
  • Deterding, S., Dixon, D., Khaled, R., & Nacke, L. (2011). From game design elements to gamefulness: Defining «gamification». Proceedings of the 15th International Academic MindTrek Conference: Envisioning Future Media Environments, 9-15. https://doi.org/10.1145/2181037.2181040
  • Dormann, C., & Biddle, R. (2009). A Review of Humor for Computer Games: Play, Laugh and More. Simulation & Gaming, 40(6), 802-824. https://doi.org/10.1177/1046878109341390
  • Edwards, E. A., Lumsden, J., Rivas, C., Steed, L., Edwards, L. A., Thiyagarajan, A., Sohanpal, R., Caton, H., Griffiths, C. J., Munafò, M. R., Taylor, S., & Walton, R. T. (2016). Gamification for health promotion: Systematic review of behaviour change techniques in smartphone apps. BMJ Open, 6(10), e012447. https://doi.org/10.1136/bmjopen-2016-012447
  • Eisingerich, A. B., Marchand, A., Fritze, M. P., & Dong, L. (2019). Hook vs. hope: How to enhance customer engagement through gamification. International Journal of Research in Marketing, 36(2), 200-215. https://doi.org/10.1016/j.ijresmar.2019.02.003
  • Esteves, M., Pereira, A., Veiga, N., Vasco, R., & Veiga, A. (2018). The Use of New Learning Technologies in Higher Education Classroom: A Case Study. En M. E. Auer, D. Guralnick, & I. Simonics (Eds.), Teaching and Learning in a Digital World (pp. 499-506). Springer International Publishing. https://doi.org/10.1007/978-3-319-73210-7_59
  • Fiadotau, M., Tramonti, M., Brander, H., & Callaghan, P. (2022). BIG GAME: Balancing Player Preferences and Design Considerations in a Serious Game About Environmental Issues. En K. Kiili, K. Antti, F. de Rosa, M. Dindar, M. Kickmeier-Rust, & F. Bellotti (Eds.), Games and Learning Alliance (pp. 329-334). Springer International Publishing. https://doi.org/10.1007/978-3-031-22124-8_34
  • Fu, Q.-K., Zou, D., Xie, H., Cheng, G., & Hwang, G.-J. (2022). Effects of a collaborative design approach on pre-service teachers’ ability of designing for learning with a digital game. Education and Information Technologies, 27(4), 5641-5664. https://doi.org/10.1007/s10639-021-10818-3
  • Gaonkar, Dr. S., Khan, Dr. D., Manisha, M., & Singh, A. (2022). Impact of Gamification on Learning and Development. Journal of Advances in Education and Philosophy, 6(2), 63-70. https://doi.org/10.36348/ jaep.2022.v06i02.003
  • Gómez-Urquiza, J. L., Hueso-Montoro, C., Correa-Rodríguez, M., Suleiman- Martos, N., Martos-Cabrera, M. B., Gómez-Salgado, J., & Albendín- García, L. (2022). Nursing students’ experience using an escape room for training clinical skills and competencies on emergency care: A qualitative observational study. Medicine, 101(30), e30004. https:// doi.org/10.1097/MD.0000000000030004
  • Hamari, J., Koivisto, J., & Sarsa, H. (2014). Does Gamification Work? – A Literature Review of Empirical Studies on Gamification. 2014 47th Hawaii International Conference on System Sciences, 3025-3034. https://doi.org/10.1109/HICSS.2014.377
  • Hayak, M., & Avidov-Ungar, O. (2023). Knowledge and planning among teachers integrating digital game-based learning into elementary school classrooms. Technology, Pedagogy and Education, 32(2), 239- 255. https://doi.org/10.1080/1475939X.2023.2175719
  • Hsu, S.-H., Wu, P.-H., Huang, T.-C., Jeng, Y.-L., & Huang, Y.-M. (2008). From Traditional to Digital: Factors to Integrate Traditional Game- Based Learning into Digital Game-Based Learning Environment. 2008 Second IEEE International Conference on Digital Game and Intelligent Toy Enhanced Learning, 83-89. https://doi.org/10.1109/ DIGITEL.2008.24
  • Hung, C.-M., Huang, I., & Hwang, G.-J. (2014). Effects of digital game-based learning on students’ self-efficacy, motivation, anxiety, and achievements in learning mathematics. Journal of Computers in Education, 1(2), 151-166. https://doi.org/10.1007/ s40692-014-0008-8
  • Hwa, S. P. (2018). Pedagogical Change in Mathematics Learning: Harnessing the Power of Digital Game-Based Learning. Journal of Educational Technology & Society, 21(4), 259-276.
  • İlhan, A. (2021). The Impact of Game-Based, Modeling, and Collaborative Learning Methods on the Achievements, Motivations, and Visual Mathematical Literacy Perceptions. SAGE Open, 11(1), 21582440211003567. https://doi.org/10.1177/21582440211003567
  • Kim, E., Rothrock, L., & Freivalds, A. (2020). The impact of gamification on the motivation and performance of engineering students through the lens of self-determination theory. International Journal of Engineering Education, 36(3), 1117-1131. Scopus.
  • Korn, O., & Schmidt, A. (2015). Gamification of Business Processes: Re-designing Work in Production and Service Industry. Procedia Manufacturing, 3, 3424-3431. https://doi.org/10.1016/j.promfg.2015.07.616
  • Lei, H., Chiu, M. M., Wang, D., Wang, C., & Xie, T. (2022). Effects of Game-Based Learning on Students’ Achievement in Science: A Meta- Analysis. Journal of Educational Computing Research, 60(6), 1373- 1398. https://doi.org/10.1177/07356331211064543
  • Lin, C.-H., Huang, S.-H., Shih, J.-L., Covaci, A., & Ghinea, G. (2017). Game-Based Learning Effectiveness and Motivation Study between Competitive and Cooperative Modes. 2017 IEEE 17th International Conference on Advanced Learning Technologies (ICALT), 123-127. https://doi.org/10.1109/ICALT.2017.34
  • Martí-Parreño, J., Méndez-Ibáñez, E., & Alonso-Arroyo, A. (2016). The use of gamification in education: A bibliometric and text mining analysis. Journal of Computer Assisted Learning, 32(6), 663-676. https://doi. org/10.1111/jcal.12161
  • Martínez-Jiménez, R., Pedrosa-Ortega, C., Licerán-Gutiérrez, A., Ruiz- Jiménez, M. C., & García-Martí, E. (2021). Kahoot! As a Tool to Improve Student Academic Performance in Business Management Subjects. Sustainability, 13(5), Article 5. https://doi.org/10.3390/su13052969
  • Mekler, E. D., Brühlmann, F., Tuch, A. N., & Opwis, K. (2017). Towards understanding the effects of individual gamification elements on intrinsic motivation and performance. Computers in Human Behavior, 71, 525-534. https://doi.org/10.1016/j.chb.2015.08.048
  • Mikic-Fonte, F., Llamas-Nistal, M., Caeiro-Rodríguez, M., & Liz-Domínguez, M. (2020). A Gamification Module for BeA Platform. 2020 IEEE Frontiers in Education Conference (FIE), 1-5. https://doi.org/10.1109/ FIE44824.2020.9274180
  • Morschheuser, B., Hamari, J., & Koivisto, J. (2016). Gamification in Crowdsourcing: A Review. 2016 49th Hawaii International Conference on System Sciences (HICSS), 4375-4384. https://doi.org/10.1109/ HICSS.2016.543
  • Nadolny, L., Valai, A., Cherrez, N. J., Elrick, D., Lovett, A., & Nowatzke, M. (2020). Examining the characteristics of game-based learning: A content analysis and design framework. Computers & Education, 156, 103936. https://doi.org/10.1016/j.compedu.2020.103936
  • Osipovskaya, E., & Miakotnikova, S. (2020). Using Gamification in Teaching Public Relations Students. En The Challenges of the Digital Transformation in Education (M. E. Auer and T. Tsiatsos, pp. 685- 696). Springer International Publishing.
  • Pan, L., Tlili, A., Li, J., Jiang, F., Shi, G., Yu, H., & Yang, J. (2021). How to Implement Game-Based Learning in a Smart Classroom? A Model Based on a Systematic Literature Review and Delphi Method. Frontiers in Psychology, 12. https://www.frontiersin.org/articles/10.3389/fpsyg.2021.749837
  • Pando Cerra, P., Fernández Álvarez, H., Busto Parra, B., & Iglesias Cordera, P. (2022). Effects of Using Game-Based Learning to Improve the Academic Performance and Motivation in Engineering Studies. Journal of Educational Computing Research, 60(7), 1663-1687. https://doi.org/10.1177/07356331221074022
  • Pans, M., Madera, J., González, L.-M., & Pellicer-Chenoll, M. (2021). Physical Activity and Exercise: Text Mining Analysis. International Journal of Environmental Research and Public Health, 18(18), Article 18. https://doi.org/10.3390/ijerph18189642
  • Pertegal-Felices, M. L., Jimeno-Morenilla, A., Sánchez-Romero, J. L., & Mora-Mora, H. (2020). Comparison of the Effects of the Kahoot Tool on Teacher Training and Computer Engineering Students for Sustainable Education. Sustainability, 12(11), Article 11. https://doi.org/10.3390/ su12114778
  • Peset, F., Garzón-Farinós, F., González, L. M., García-Massó, X., Ferrer- Sapena, A., Toca-Herrera, J. L., & Sánchez-Pérez, E. A. (2020). Survival analysis of author keywords: An application to the library and information sciences area. Journal of the Association for Information Science and Technology, 71(4), 462-473. Scopus. https://doi. org/10.1002/asi.24248
  • Rajman, M., & Besançon, R. (1998). Text Mining: Natural Language techniques and Text Mining applications. En S. Spaccapietra & F. Maryanski (Eds.), Data Mining and Reverse Engineering: Searching for semantics. IFIP TC2 WG2.6 IFIP Seventh Conference on Database Semantics (DS-7) 7–10 October 1997, Leysin, Switzerland (pp. 50-64). Springer US. https://doi.org/10.1007/978-0-387-35300-5_3
  • Read, J. C. (2016). How Fun Can a Serious Game Be? En C. Vaz de Carvalho, P. Escudeiro, & A. Coelho (Eds.), Serious Games, Interaction, and Simulation (pp. 9-11). Springer International Publishing. https:// doi.org/10.1007/978-3-319-29060-7_3
  • Ritterfeld, U., Cody, M., & Vorderer, P. (Eds.). (2009). Serious Games: Mechanisms and Effects. Routledge. https://doi. org/10.4324/9780203891650
  • Rocha, J. B., Costa, L. F. C., Prada, R., Silva, A. R., Gonçalves, D., & Correia, P. (2020). Quizzes (As a Tool for Self-Regulated Learning) in Software Engineering Education. 2020 IEEE 32nd Conference on Software Engineering Education and Training (CSEE&T), 1-10. https://doi. org/10.1109/CSEET49119.2020.9206235
  • Rodrigues, L. F., Oliveira, A., & Costa, C. J. (2016). Playing seriously – How gamification and social cues influence bank customers to use gamified e-business applications. Computers in Human Behavior, 63, 392-407. https://doi.org/10.1016/j.chb.2016.05.063
  • Rodrigues, L. F., Oliveira, A., & Rodrigues, H. (2019). Main gamification concepts: A systematic mapping study. Heliyon, 5(7), e01993. https:// doi.org/10.1016/j.heliyon.2019.e01993
  • Sánchez-Martín, J., Corrales-Serrano, M., Luque-Sendra, A., & Zamora- Polo, F. (2020). Exit for success. Gamifying science and technology for university students using escape-room. A preliminary approach. Heliyon, 6(7), e04340. https://doi.org/10.1016/j.heliyon.2020.e04340
  • Sardi, L., Idri, A., & Fernández-Alemán, J. L. (2017). A systematic review of gamification in e-Health. Journal of Biomedical Informatics, 71, 31- 48. https://doi.org/10.1016/j.jbi.2017.05.011
  • Slattery, E. J., Butler, D., O’Leary, M., & Marshall, K. (2023). Teachers’ experiences of using Minecraft Education in primary school: An Irish perspective. Irish Educational Studies, 0(0), 1-20. https://doi.org/10.1 080/03323315.2023.2185276
  • Toda, A. M., Klock, A. C. T., Oliveira, W., Palomino, P. T., Rodrigues, L., Shi, L., Bittencourt, I., Gasparini, I., Isotani, S., & Cristea, A. I. (2019). Analysing gamification elements in educational environments using an existing Gamification taxonomy. Smart Learning Environments, 6(1), 16. https://doi.org/10.1186/s40561-019-0106-1
  • Tundjungsari, V. (2020). Mobile Learning Design Using Gamification for Teaching and Learning in Algorithms and Programming Language. En The Challenges of the Digital Transformation in Education (M. E. Auer and T. Tsiatsos, pp. 650-661). Springer.