Application of Gamification Tools for Identification of Neurocognitive and Social Function in Distance Learning Education

Hera Antonopoulou, Constantinos Halkiopoulos, Evgenia Gkintoni, Athanasios Katsibelis

Abstract


The present study investigates the role of synchronous and asynchronous education techniques in the context of digital and game-based learning materials through a collaborative study, conducted during the Covid-19 pandemic (October 2020 – June 2021), in an online e-learning environment. The study involved 35 last-year elementary school children, in Western Greece, with learning and behavioral issues. The children were given games with both practical and academic modules throughout their online schooling. For example, a math game was played over WebEx using Kahoot; a game for European institutions was created using the learningapps.org software; and online games from the European Union's "Learning Corner" as well as the game "Defeat the Virus" were used for the Social and Political Education topic. The findings are based on data collected through synchronous and asynchronous e-learning frameworks (WebEx, e-Class), and were linked to both cognitive learning aspects and school children active participation in online education using a standardized psychometric scale called "Psychosocial Adaptation of Primary School Children." The findings suggest that gamification might be a beneficial tool for improving children' cognitive performance in elementary school and generating a meaningful learning experience. The educational intervention aided young people in the development of assertiveness/leadership skills; interpersonal communication skills; social competence; and self-perception. The benefits of the online educational process include the enhancement of students' neurocognitive processes, particularly their executive functions, as well as their social competencies and interpersonal relationships.

https://doi.org/10.26803/ijlter.21.5.19


Keywords


gamification; neurocognitive parameters; social function; distance learning; school children

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Achenbach, T. M., & Rescorla, L. A. (2014). The Achenbach System of Empirically Based Assessment (ASEBA) for Ages 1.5 to 18 Years. The Use of Psychological Testing for Treatment Planning and Outcomes Assessment, 179–214. http://doi.org/10.4324/9781410610621-7

Antonopoulou, H., Halkiopoulos, C., Barlou, O., & Beligiannis, G. N. (2021a). Associations between Traditional and Digital Leadership in Academic Environment: During the COVID-19 Pandemic. Emerging Science Journal, 5(4), 405–428. http://doi.org/10.28991/esj-2021-01286

Antonopoulou, H., Halkiopoulos, C., Barlou, O., Beligiannis, G. (2020). Leadership Types and Digital Leadership in Higher Education: Behavioural Data Analysis from University of Patras in Greece. International Journal of Learning, Teaching and Educational Research, 19 (4), pp.110-129. http://doi.org/10.26803/ijlter.19.4.8.

Antonopoulou, H., Halkiopoulos, C., Barlou, O., & Beligiannis, G. N. (2019). Transition from Educational Leadership to e-Leadership: A Data Analysis Report from TEI of Western Greece. International Journal of Learning, Teaching and Educational Research, 18(9), 238–255. http://doi.org/10.26803/ijlter.18.9.13

Antonopoulou, H., Katsibelis, A., & Halkiopoulos, C. (2021b). Cognitive Parameters Detection via Gamification in Online Primary Education during Covid-19. INTED2021 Proceedings. http://doi.org/10.21125/inted.2021.2007

Baniqued, P. L., Lee, H., Voss, M. W., Basak, C., Cosman, J. D., DeSouza, S., Kramer, A. F. (2013). Selling points: What cognitive abilities are tapped by casual video games? Acta Psychologica, 142(1), 74–86. http://doi.org/10.1016/j.actpsy.2012.11.009

Barata, G., Gama, S., Jorge, J., & Goncalves, D. (2013). Engaging Engineering Students with Gamification. 2013 5th International Conference on Games and Virtual Worlds for Serious Applications (VS-GAMES). http://doi.org/10.1109/vs-games.2013.6624228

Bar-On, R., & Parker, J. D. A. (2012). Emotional Quotient Inventory: Youth Version. PsycTESTS Dataset. http://doi.org/10.1037/t04980-000

Clark, D. B., Tanner-Smith, E. E., & Killingsworth, S. S. (2016). Digital Games, Design, and Learning. Review of Educational Research, 86(1), 79–122. http://doi.org/10.3102/0034654315582065

Demetriadis, S., Tsiatsos, Th., Karakostas, A. (2012). “Scripted Collaboration to Guide the Pedagogy and Architecture of Digital Learning Games”. In Felicia, P. (Ed.), Proceedings of the 6th European Conference on Games Based Learning. Academic Conferences Limited.

Deterding, S., Sicart, M., Nacke, L., O’Hara, K., & Dixon, D. (2011). Gamification. using game-design elements in non-gaming contexts. Proceedings of the 2011 Annual Conference Extended Abstracts on Human Factors in Computing Systems - CHI EA ’11. http://doi.org/10.1145/1979742.1979575

Dörrenbächer S, Müller PM, Tröger J, Kray J. (2014). Dissociable effects of game elements on motivation and cognition in a task-switching training in middle childhood. Frontiers in Psychology, 5. http://doi.org/10.3389/fpsyg.2014.01275

Esper, S., Foster, S. R., & Griswold, W. G. (2013). CodeSpells. Proceedings of the 18th ACM Conference on Innovation and Technology in Computer Science Education - ITiCSE ’13. http://doi.org/10.1145/2462476.2465593

Finisguerra, A., Borgatti, R., & Urgesi, C. (2019). Non-invasive Brain Stimulation for the Rehabilitation of Children and Adolescents With Neurodevelopmental Disorders: A Systematic Review. Frontiers in Psychology, 10. http://doi.org/10.3389/fpsyg.2019.00135

Gkintoni, E., Halkiopoulos, C., Antonopoulou, H., Petropoulos, N. (2021). Gamification of Neuropsychological Tools as a Multi-sensory Approach of Cognition in Learning and Educational Process. Stroop’s Paradigm. Technium Applied Sciences and Technology. http://doi.org/10.47577/technium.v3i8.4798

Gkintoni, E., Halkiopoulos, C., Antzoulatos, G., Giannopoulou, G., (2015). Emotional Intelligence Evaluation in Greek Adolescents: A Data Mining Approach. Journal of Psychological Abnormalities, 4(3). ISSN: 2471-9900 (open access journal), http://doi.org/10.4172/2329-9525.C1.003

Gkintoni, E., Pallis, E., Bitsios, P., Giakoumaki, S. (2017). Neurocognitive performance, psychopathology and social functioning in individuals at high-genetic risk for schizophrenia and psychotic bipolar disorder. International Journal of Affective Disorders 208, 512-520, http://doi.org/10.1016/j.jad.2016.10.032

Gray, S. I., Robertson, J., Manches, A., & Rajendran, G. (2019). BrainQuest: The use of motivational design theories to create a cognitive training game supporting hot executive function. International Journal of Human-Computer Studies, 127, 124–149. http://doi.org/10.1016/j.ijhcs.2018.08.004

Green, C. S., & Bavelier, D. (2003). Action video game modifies visual selective attention. Nature, 423(6939), 534–537. http://doi.org/10.1038/nature01647

Green, C. S., & Bavelier, D. (2006). Effect of action video games on the spatial distribution of visuospatial attention. Journal of Experimental Psychology: Human Perception and Performance, 32(6), 1465–1478. http://doi.org/10.1037/0096-1523.32.6.1465

Hämäläinen, R. (2011). Using a game environment to foster collaborative learning: a design?based study. Technology, Pedagogy and Education, 20(1), 61–78. http://doi.org/10.1080/1475939x.2011.554010

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. http://doi.org/10.1109/hicss.2014.377

Hatzichristou, Ch., Polychroni, F., Besevegis, E., Mylonas, K. (2011). Examination of developmental characteristics of school and psychosocial adjustment of preschool and school aged children according to the standardized test of Psychosocial Adjustment. Psychology, 18 (4), 503-524

Hwang, G.-J., Sung, H.-Y., Hung, C.-M., Yang, L.-H. and Huang, I. (2013). A knowledge engineering approach to developing educational computer games for improving students' differentiating knowledge. British Journal of Educational Technology, 44: 183-196. http://doi.org/j.1467-8535.2012.01285.x

Juul, J. (2010). A casual revolution: reinventing video games and their players. (2010). Choice Reviews Online, 47(12), 47–6689–47–6689. http://doi.org/10.5860/choice.47-6689

Khaleghi, A., Aghaei, Z., & Mahdavi, M. A. (2020). A Gamification Framework for Cognitive Assessment and Cognitive Training: Qualitative Study (Preprint). http://doi.org/10.2196/preprints.21900

Kirschner, P. A., Sweller, J., & Clark, R. E. (2006). Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching. Educational Psychologist, 41(2), 75–86. http://doi.org/10.1207/s15326985ep4102_1

Kücklich, J. (2008). Review: Jesper Juul, Half-Real. Video Games between Real Rules and Fictional Worlds. Cambridge, MA: MIT Press, 2005. 255 pp. ISBN 0262101106 (hbk). European Journal of Cultural Studies, 11(2), 245–248. http://doi.org/10.1177/1367549408091320

Lee, J. J., Hammer, J. (2011). Gamification in Education: What, How, Why Bother? Acad. Exch. Q., 15, pp. 1–5

Lee, M. J., Ko, A. J., Kwan, I. (2013). In-game assessments increase novice programmers? engagement and level completion speed, in Proceedings of the ninth annual international ACM conference on International computing education research - ICER ’13, (ACM Press, 2013), p. 153

Lumsden, J., Edwards, E. A., Lawrence, N. S., Coyle, D., & Munafò, M. R. (2016). Gamification of Cognitive Assessment and Cognitive Training: A Systematic Review of Applications and Efficacy. JMIR Serious Games, 4(2), e11. http://doi.org/10.2196/games.5888

Lumsden, J., Skinner, A., Coyle, D., Lawrence, N., & Munafo, M. (2017). Attrition from Web-Based Cognitive Testing: A Repeated Measures Comparison of Gamification Techniques. Journal of Medical Internet Research, 19(11), e395. http://doi.org/10.2196/jmir.8473

Lyon, G.R., Fletcher. J.M., & Barnes, M.C. (2003). Learning disabilities. ?? E.J. Mash & R.A. Barkley (Eds.), Child psychological pathology (2nd ed.). New York: Guilford Press

Mageswaran, S., Zaleha, A., Norasykin, M.Z. (2014). Gamification: Cognitive Impact and Creating a Meaningful Experience in Learning. International Conference on Engineering Education. Http://doi.org/ 10.1109/ICEED.2014.7194700

Manin, N., George, S., Prévôt, P. (2006). Virtual Learners Behaviors in Educational Business Games, Lecture Notes in Computer Science. In W. Neidj and K. Tochtermann (eds.), Innovative Approaches for Learning and Knowledge Sharing (vol. 4227, pp. 287-301). Berlin/Heidelberg: Springer, Germany

Marache-Francisco, C., & Brangier, E. (2015). The Gamification Experience. Gamification, 1–20. http://doi.org/10.4018/978-1-4666-8200-9.ch001

McShaffry, (2003). Game Coding Complete. Scottsdale: Paraglyph. Press, Inc

Merrell, ?.W. (1998). Assessing social skills and peer relations. ?n ?. Booney Vance (Ed.), Psychological assessment of children (2nd ed.). USA: John Wiley.

Michael, R., Chen, S. (2006). Serious games: Games that educate, train, and inform. Thomson Course Technology

Nair, A. K., Sasidharan, A., John, J. P., Mehrotra, S., & Kutty, B. M. (2016). Assessing Neurocognition via Gamified Experimental Logic: A Novel Approach to Simultaneous Acquisition of Multiple ERPs. Frontiers in Neuroscience, 10. http://doi.org/10.3389/fnins.2016.00001

Nicholson, S. (2014). A RECIPE for Meaningful Gamification. Gamification in Education and Business, 1–20. http://doi.org/10.1007/978-3-319-10208-5_1

Nouchi, R., Taki, Y., Takeuchi, H., Hashizume, H., Nozawa, T., Kambara, T., Kawashima, R. (2013). Brain Training Game Boosts Executive Functions, Working Memory and Processing Speed in the Young Adults: A Randomized Controlled Trial. PLoS ONE, 8(2), e55518. http://doi.org/10.1371/journal.pone.0055518

Popyk, A. (2020). The impact of distance learning on the social practices of schoolchildren during the COVID-19 pandemic: reconstructing values of migrant children in Poland. European Societies, 23(sup1), S530–S544. http://doi.org/10.1080/14616696.2020.1831038

Posner, M. I., & Petersen, S. E. (1990). The Attention System of the Human Brain. Annual Review of Neuroscience, 13(1), 25–42. http://doi.org/10.1146/annurev.ne.13.030190.000325

Reynolds, C. R., & Kamphaus, R. W. (2004). Behavior assessment system for children (2nd ed.). Circle Pines, MN: American Guidance Service. Assessment for Effective Intervention, 32(2), 121–124. http://doi.org/10.1177/15345084070320020301

Ryan, R. M., & Deci, E. L. (2000). Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions. Contemporary Educational Psychology, 25(1), 54–67. http://doi.org/10.1006/ceps.1999.1020

Tong, T., & Chignell, M. (2013). Designing game-based cognitive assessments for elderly adults. Proceedings of the First International Conference on Gameful Design, Research, and Applications. http://doi.org/10.1145/2583008.2583031

Van der Oord, S., Ponsioen, A. J. G. B., Geurts, H. M., Brink, E. L. T., & Prins, P. J. M. (2012). A Pilot Study of the Efficacy of a Computerized Executive Functioning Remediation Training With Game Elements for Children With ADHD in an Outpatient Setting. Journal of Attention Disorders, 18(8), 699–712. http://doi.org/10.1177/1087054712453167

Vermeir, J. F., White, M. J., Johnson, D., Crombez, G., & Van Ryckeghem, D. M. L. (2020). The Effects of Gamification on Computerized Cognitive Training: Systematic Review and Meta-Analysis. JMIR Serious Games, 8(3), e18644. http://doi.org/10.2196/18644

Vlachopoulos, D., Sangrà, A., & Cabrera, N. (2012). The Conceptual Framework of e-Learning: A View from Inside. The International Journal of Learning: Annual Review, 18(4), 93–104. http://doi.org/10.18848/1447-9494/cgp/v18i04/47573

Watkins, M. W. (1996). Diagnostic Utility of the WISC-III Developmental Index as a Predictor of Learning Disabilities. Journal of Learning Disabilities, 29(3), 305–312. http://doi.org/10.1177/002221949602900309


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