Research Article

Serious games and complex thinking: A study on gender differences and study discipline in university students

María Soledad Ramírez-Montoya 1 , Carolina Alcantar-Nieblas 2 * , Leonardo David Glasserman-Morales 2
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1 Department of Research, Benemérita Escuela Normal de Coahuila, MEXICO/Research Department, University of Design, Innovation and Technology (UDIT), Madrid, SPAIN2 Institute for the Future of Education, Tecnologico de Monterrey, Monterrey, MEXICO* Corresponding Author
Online Journal of Communication and Media Technologies, 15(4), October 2025, e202540, https://doi.org/10.30935/ojcmt/17544
Published: 15 December 2025
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ABSTRACT

Serious games are a fundamental tool to promote learning in a playful way and to develop a wide range of cognitive skills such as complex thinking. In this study we sought to first analyze the perceived achievement of complex thinking sub-competencies by majors, and we also aimed to investigate mean differences in the group of students coming from computer science and engineering related majors and by gender of the participants in complex thinking sub-competencies. 417 learners were part of this study, of which 65.7% were male and 34.3% were female. It was found that medical students perceived higher achievement in systems, scientific and innovative thinking, while data science and industrial engineering students excelled in critical thinking. Statistically significant differences were found between engineering and computer science careers and systemic thinking, being higher in engineering. Likewise, significant differences by gender were found in all sub-competencies except innovative thinking, where women outperformed men. The findings are discussed in light of the evidence in the literature on the subject.

CITATION (APA)

Ramírez-Montoya, M. S., Alcantar-Nieblas, C., & Glasserman-Morales, L. D. (2025). Serious games and complex thinking: A study on gender differences and study discipline in university students. Online Journal of Communication and Media Technologies, 15(4), e202540. https://doi.org/10.30935/ojcmt/17544

REFERENCES

  1. Acevedo-Rueda, R. A., Vásquez-Stanescu, C. L., & Torres, E. (2020). Complex thinking principles in sustainable energy policy-making. Suma de Negocios, 11(24), 73-83. http://doi.org/10.14349/sumneg/2020.V11.N24.A8
  2. Alfaro-Ponce, B., Durán-González, R., Morales-Maure, L., & Sanabria, J. (2024). Citizen science as a relevant approach to the challenges of complex thinking development in higher education: Mapping and bibliometric analysis. Humanities and Social Sciences Communications, 11, Article 341. https://doi.org/10.1057/s41599-024-02853-5
  3. Alonso-Galicia, P. E., Vázquez-Parra, J. C., Castillo-Martínez, I. M., & Ramírez-Montoya, M. S. (2024). Development of complex thinking in entrepreneurship training: A gender approach. Education in the Knowledge Society, 25, Article e29382. https://doi.org/10.14201/eks.29382
  4. Angelelli, C. V. (2023). Developing critical thinking skills through gamification. Procedia Computer Science, 222, 19-28. https://doi.org/10.1016/j.tsc.2023.101354
  5. Arosquipa Lopez, M., Reátegui, E., & Quispe Sarmiento, L. (2024). The impact of serious games on learning in primary education: A systematic literature review. Education and Information Technologies, 29(3), 2335-2354. https://doi.org/10.26803/ijlter.22.3.23
  6. Buijs-Spanjers, K. R., Harmsen, A., Hegge, H. H., Spook, J. E., de Rooij, S. E., & Jaarsma, D. A. D. C. (2018). The influence of a serious game’s narrative on students’ attitudes and learning experiences regarding delirium: An interview study. BMC Medical Education, 18, Article 264. https://doi.org/10.1186/s12909-020-02210-5
  7. Capra, F., & Luisi, P. L. (2014). The systems view of life: A unifying vision. Cambridge University Press. https://doi.org/10.1017/CBO9780511895555
  8. Cheng, M.-T., Chen, J.-H., Chu, S.-J., & Chen, S.-Y. (2015). The use of serious games in science education: A review of selected empirical research from 2002 to 2013. Journal of Computers in Education, 2, 353-375. https://doi.org/10.1007/s40692-015-0039-9
  9. Costa, J., Alscher, P., & Thums, K. (2024). Global competences and education for sustainable development. A bibliometric analysis to situate the OECD global competences in the scientific discourse. Zeitschrift für Erziehungswissenschaft. https://doi.org/10.1007/s11618-024-01220-z
  10. Csikszentmihalyi, M. (1990). Flow: The psychology of optimal experience. Harper & Row.
  11. Deci, E. L., & Ryan, R. M. (2000). The “what” and “why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry, 11(4), 227-268. https://doi.org/10.1207/S15327965PLI1104_01
  12. Din, S., Baig, M., & Khan, M. (2023). Serious games: An updated systematic literature review. arXiv. https://doi.org/10.48550/arXiv.2306.03098
  13. Dörner, R., Göbel, S., Effelsberg, W., & Wiemeyer, J. (2016). Serious games: Foundations, concepts and practice. Springer. https://doi.org/10.1007/978-3-319-40612-1
  14. Facione, P. A. (2020). Critical thinking: What it is and why it counts. Insight Assessment.
  15. Gee, J. P. (2007). What video games have to teach us about learning and literacy. Palgrave Macmillan.
  16. George-Reyes, C. E., Peláez-Sánchez, I. C., & Glasserman-Morales, L. D. (2024). Digital environments of Education 4.0 and complex thinking: Communicative literacy to close the digital gender gap. Journal of Interactive Media in Education, 1(3), 1-20. https://doi.org/10.5334/jime.833
  17. Gurbuz, S., & Celik, M. (2022). Serious games in future skills development: A systematic review of the design approaches. Computers Applications in Engineering Education, 30(5), 1591-1612. https://doi.org/10.1002/cae.22557
  18. Hallinger, P., Wang, R., Chatpinyakoop, C., Nguyen, V. T., & Li, D. (2020). A bibliometric review of research on simulations and serious games used in educating for sustainability. Journal of Cleaner Production, 256, Article 120358. https://doi.org/10.1016/j.jclepro.2020.120358
  19. Irabor, T.-J., Yameogo, P. S. A., Perrin, L., Petre, B., Faulx, D., Ruegg, S. R., & Antoine-Moussiaux, N. (2025). Gaming for change–Exploring systems thinking and sustainable practices through complexity-inspired game mechanics. Humanities and Social Science Communications, 12, Article 680. https://doi.org/10.1057/s41599-025-04990-x
  20. Kolb, D. A. (1984). Experiential learning: Experience as the source of learning and development. Prentice Hall.
  21. Lala, R., Jeuring, J., & van Geest, M. (2019). Scaffolding open text input in a scripted communication skills learning environment. In A. Liapis, G. Yannakakis, M. Gentile, & M. Ninaus (Eds.), Games and learning alliance. GALA 2019. Lecture notes in computer science, 11899 (pp. 169-179). Springer. https://doi.org/10.1007/978-3-030-34350-7_17
  22. López, F., Arias-Oliva, M., Pelegrín-Borondo, J., & Marín-Vinuesa, L. (2021). Serious games in management education: An acceptance analysis. The International Journal of Management Education, 19, Article 100517. https://doi.org/10.1016/J.IJME.2021.100517
  23. López-Serrano, A., McGowan, N., Moreno-Ger, P., & Burgos, D. (2025). Teaching soft skills in higher education through serious games: Validation of the Compete! gamification. Smart Learning Environments, 12, Article 49. https://doi.org/10.1186/s40561-025-00401-5
  24. Luhova, T. (2021). Journalism education based on serious games. Open Educational E-Environment of Modern University, (11), 92-105. https://doi.org/10.28925/2414-0325.2021.118
  25. Macías-Galeas, I. (2024). Transformación y desafíos de la educación superior en la era digital: Estrategias para el desarrollo de competencias en el siglo XXI [Transformation and challenges of higher education in the digital age: Strategies for developing skills in the 21st century]. YUYAY: Estrategias, Metodologías & Didácticas Educativas, 3(1), 17-33. https://doi.org/10.59343/yuyay.v3i1.57
  26. Markopoulos, P., & Markopoulos, E. (2023). Addressing the UN 2030 sustainable development agenda and the ESG index with serious games in virtual environments. In T. Ahram, & C. Falcão (Eds.), Human factors in virtual environments and game design. AHFE (2023) International Conference. AHFE Open Access, vol 96. AHFE International. https://doi.org/10.54941/ahfe1003862
  27. Michael, D. R., & Chen, S. L. (2006). Serious games: Games that educate, train, and inform. Thomson Course Technology.
  28. Moradi, M., & Noor, N. F. B. M. (2022). The impact of problem-based serious games on learning motivation. IEEE Access, 10, 8339-8349. https://doi.org/10.1109/ACCESS.2022.3140434
  29. Noh, S. N. A., Mohamed, H., & Mat Zin, N. A. (2024). Serious games model for higher-order thinking skills in science education. International Journal of Advanced Computer Science and Applications, 15(10), 196-201. https://doi.org/10.14569/IJACSA.2024.0151022
  30. Pacheco-Velazquez, E. (2024). Facing a VUCA world: Developing learning skills through serious games. The International Journal of Design Education 18(2), 31-55. https://doi.org/10.18848/2325-128X/CGP/v18i02/31-55
  31. Pacheco-Velazquez, E., Rodes-Paragarino, V., & Marquez-Uribe, A. (2024). Exploring educational simulation platform features for addressing complexity in Industry 4.0: A qualitative analysis of insights from logistics experts. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1331911
  32. Paul, R., & Elder, L. (2019). The miniature guide to critical thinking: Concepts and tools. Foundation for Critical Thinking. https://www.criticalthinking.org/resources/PDF/SP-ConceptsandTools.pdf
  33. Ramírez-Montoya, M. S., & Portuguez-Castro, M. (2024). Expanding horizons for the future with an open educational model for complex thinking: External and internal validation. On the Horizon, 32(1), 32-48. https://doi.org/10.1108/OTH-12-2023-0042
  34. Ramírez-Montoya, M. S., Quintero-Gámez, L., Sanabria-Zepeda, J., & Portuguez-Castro, M. (2024). Exploring complex thinking in Latin American universities: Comparative analysis between programs and alternative credentials. Journal of Latinos and Education, 23(5), 1744-1765. https://doi.org/10.1080/15348431.2024.2329671
  35. Sandí-Delgado, J., Sanz, C., & Lovos, E. (2022). Acceptance of serious games to develop digital competencies in higher education professors. Electronic Journal of e-Learning, 20(3), 351-367. https://doi.org/10.34190/ejel.20.3.2181
  36. Stanitsas, M., Kirytopoulos, K., & Vareilles, E. (2019). Facilitating sustainability transition through serious games: A systematic literature review. Journal of Cleaner Production, 208, 924-936. https://doi.org/10.1016/j.jclepro.2018.10.157
  37. Suárez-Brito, P., Vázquez-Parra, J. C., López-Caudana, E. O., & Buenestado-Fernandez, M. (2024). Examining the level of perceived achievement of complex thinking competency in health sciences students and its relevance to the graduate profile. International Journal of Educational Research Open, 6, Article 100314. https://doi.org/10.1016/j.ijedro.2023.100314
  38. Talamás-Carvajal, J. A., Ceballos, H. G., & Ramírez-Montoya, M. S. (2024). Identification of complex thinking related competencies: The building blocks of reasoning for complexity. Journal of Learning Analytics, 11(3), 37-48. https://doi.org/10.18608/jla.2024.8079
  39. Tobón, S., & Luna-Nemecio, J. (2021). Complex thinking and sustainable social development: Validity and reliability of the complex-21 scale. Sustainability, 13(12), Article 6591. https://doi.org/10.3390/su13126591
  40. Trevisan, L. V., Paulino Pires, J. H., Galleli Dias, B., Leal Filho, W., & Ávila Pedrozo, E. (2023). Digital transformation towards sustainability in higher education: State-of-the-art and future research insights. Environment, Development and Sustainability, 26, 2789-2810. https://doi.org/10.1007/s10668-022-02874-7
  41. Vázquez-Parra, J. C., Cruz-Sandoval, M., & Suárez-Brito, P. (2023). Perception of the level of competency of candidates for graduation: A multidisciplinary approach to complex thinking. Journal of Intelligence, 11(10), Article 202. https://doi.org/10.3390/jintelligence11100202
  42. Voorhis, V. V., & Paris, B. (2019). Simulations and serious games: Higher order thinking skills assessment. Journal of Applied Testing Technology, 20(S1), 35-42. https://jattjournal.net/index.php/atp/article/view/142700
  43. Wouters, P., van Nimwegen, C., van Oostendorp, H., & van der Spek, E. D. (2013). A meta-analysis of the cognitive and motivational effects of serious games. Journal of Educational Psychology, 105(2), 249-265. https://doi.org/10.1037/a0031311
  44. Xing, X., & Ironsi, C. S. (2024). Implementing action competence teaching model as a framework for achieving sustainable development goals: Insights from students. International Journal of Sustainability in Higher Education, 25(5), 1048-1065. https://doi.org/10.1108/IJSHE-08-2023-0376