Autors: Tsochev, G. R., Ukov, T. G., Rusev, A. N., Sharabov, M. Z., Trifonov, R. I. Title: Directing Analysis on Conducted Experiments for Researching the Effects of Training with A Video Game Keywords: memory, metacognitive skills, serious games, training, video gamesAbstract: This article aims at describing the methods and the digital tests that would be useful for conducting experiments on consequential effects by training with a video game. Analysis is done on research regarding effects from playing action video games. This article serves as basis for providing directions for conducting experiments on a target serious game. The research target is helpful to other teams that have and want to create models representing cognitive architectures both from the spheres of Artificial Intelligence and Cognitive and Behavioural Psychology. References - Blasi D. M., Giardina A., Giordano C, Coco G. L, Tosto C., Billieux J., Schimmenti A., “Problematic video game use as an emotional coping strategy: Evidence from a sample of MMORPG gamers”, doi: 10.1556/2006.8.2019.02, 2019.
- https://www.researchgate.net/publication/312005549_Negat ive_Effects_of_Video_Game_Play
- https://www.health.harvard.edu/blog/the-health-effects-oftoo-much-gaming-2020122221645
- Bediou B., Rodgers M. A, Tipton E., Mayer R. E, Green C. S., Bavelier D, “Effects of Action Video Game Play on Cognitive Skills: A Meta-Analysis”, Vol. 4, Issue 1, DOI: 10.1037/tmb0000102, 2023.
- https://store.steampowered.com/charts/
- Bediou B., Adams, D. M., Mayer, R. E. Tipton, E., Green, C. S, Bavelier, D. “Meta-analysis of action video game impact on perceptual, attentional, and cognitive skills”, Psychological Bulletin, 144(1), 77-110. https://doi.org/10.1037/bul0000130, 2018.
- Glass BD, Maddox WT, Love BC. “Real-time strategy game training: emergence of a cognitive flexibility trait. PLoS One”; 8(8):e70350. doi: 10.1371/journal.pone.0070350. PMID: 23950921; PMCID: PMC3737212.
- Hacker, D. J. The Role of Metacognition in Learning via Serious Games. In R. Zheng & M. Gardner (Eds.), Handbook of Research on Serious Games for Educational Applications (pp. 19-40). IGI Global. https://doi.org/10.4018/978-1-52250513-6.ch002, 2017
- https://www.taylorfrancis.com/books/edit/10.4324/9780203891650/serious-games-ute-ritterfeld-michael-cody-petervorderer
- Wouters P., Nimwegen C. van., Oostendorp H. van, “A Meta-Analysis of the Cognitive and Motivational Effects of Serious Games”, Journal of Educational Psychology 105(2):249, DOI: 10.1037/a0031311
- Gomes M. L., Carvalho C. M. da S., Rocha A., “Serious games as social innovation tools”, DOI: 10.4322/pmd.2021.008, 2021.
- Drummond D., Hadchouel A., Tesniere A., “Serious games for health: three steps forwards”, 2017
- Nina Imlig-Iten, Dominik Petko. (2017). " Learning with serious games: Is fun playing the game a predictor of learning success?". 10.1111/bjet.12226
- Eleni Mitsea, Athanasios Drigas. A Journey into the Metacognitive Learning Strategies; 2019; International Journal of Online and Biomedical Engineering (iJOE) – eISSN: 2626-8493 – Vol. 15, No. 14, 2019 (researchgate.net)
- Julie Dangremond Stanton, Amanda J. Sebesta, and John Dunlosky. “Fostering Metacognition to Support Student Learning and Performance”
- Hornby G., Greaves D., “Metacognitive Strategies”, DOI: 10.1007/978-3-030-96229-6_7, 2022
- Braad E., Degens N, Ijsselsteijn W. A., Barendregt W., “Design Experiments In Game-Based Learning of Metacognition”, DOI: 10.34190/ecgbl.17.1.1423, 2023.
- Giessen H. W, “Serious games effects: an overview”, DOI: 10.1016/j.sbspro.2015.01.881, 2015.
- Hunicke R., Leblanc M., Zubek R. “MDA: A Formal Approach to Game Design and Game Research”, 2004.
- Zammit J., “IS mobile game-based learning effective for international adults learning Maltese?”, DOI: 10.1186/s40862-022-00157-2, 2022.
- Kim B., Park H., Baek Y., “Not just fun, but serious strategies: Using meta-cognitive strategies in game-based learning”, DOI: 10.1016/j.compedu.2008.12.004, 2009.
- Feuerstahler LM, Luck SJ, MacDonald A 3rd, Waller NG. “A Note on the Identification of Change Detection Task Models to Measure Storage Capacity and Attention in Visual Working Memory.” 2019.
- A Review of methodological limitations of change detection task and their theoretical implications for studying visual working memory. The Korean Journal of Cognitive and Biological Psychology. 2017 Jul;29(3):287-313, https://doi.org/10.22172/cogbio.2017.29.3.005
- Qiu N, Ma W, Fan X, Zhang Y, Li Y, Yan Y, Zhou Z, Li F, Gong D, Yao D. Rapid Improvement in Visual Selective Attention Related to Action Video Gaming Experience. Front Hum Neurosci. 2018 Feb 13;12:47. doi: 10.3389/fnhum.2018.00047.
- Ku Y. Selective attention on representations in working memory: cognitive and neural mechanisms. PeerJ. 2018 Apr 2;6:e4585. doi: 10.7717/peerj.4585. PMID: 29629245; PMCID: PMC5885971.
- Plebanek DJ, Sloutsky VM. Selective attention, filtering, and the development of working memory. Dev Sci. 2019 Jan;22(1):e12727. doi: 10.1111/desc.12727. Epub 2018 Sep 24. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5885971/
- C. Shawn Green, Daphne Bavelier, “Action video game training for cognitive enhancement” (2015)
- Green CS, Bavelier D. Action video game modifies visual selective attention. Nature. 2003;
- Dye MW, Green CS, Bavelier D. Increasing Speed of Processing With Action Video Games. Curr Dir Psychol Sci. 2009;
- A computational model of fractionated conflict-control mechanisms in task-switching. https://www.researchgate.net/publication/6717507_A_comp utational_model_of_fractionated_conflictcontrol_mechanisms_in_task-switching
- The Effect of Video Game Experience in Different Genres on Task-Switching Ability. https://repository.rit.edu/theses/10104/
- Karle JW, Watter S, Shedden JM. Task switching in video game players: Benefits of selective attention but not resistance to proactive interference. Acta Psychol (Amst). 2010 May;134(1):70-8. doi: 10.1016/j.actpsy.2009.12.007. Epub 2010 Jan 12. PMID: 20064634.
- Game-based training of flexibility and attention improves task-switch performance: near and far transfer of cognitive training in an EEG study. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5816121/
- Dorrenbacher S., Muller P. M, Troger J, Kray J., “Dissociable effects of game elements on motivation and cognition in a task-switching training in middle childhood”, 2014.
- Yanqing Wang, Xing Zhou, Xuerui Peng, Xueping Hu. “Task switching involves working memory: Evidence from neural representation”, 2022. https://doi.org/10.3389/fpsyg.2022.1003298
- Marks, D.F. The Action Cycle Theory of Perception and Mental Imagery. Vision 2023, 7, 12. https://doi.org/10.3390/vision7010012
- Terence M Barron, Roger H.L Chiang, Veda C Storey. A semiotics framework for information systems classification and development. https://www.sciencedirect.com/science/article/pii/S0167923 698000888.
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| 2024 12th International Scientific Conference on Computer Science, COMSCI 2024 - Proceedings, 2024, , https://doi.org/10.1109/COMSCI63166.2024.10778494 |
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