RESEARCH ON THE IMPACT OF VIDEO GAMES ON ADOLESCENT BEHAVIOR USING DATA MINING TECHNIQUES
DOI:
https://doi.org/10.18173/2354-1075.2024-0127Keywords:
impacts, video games, teenage, studyAbstract
The paper investigates and analyzes data regarding the effects of video games on adolescents’ learning, skill development, and social interaction to understand the current situation and propose corresponding solutions for this age group. It examines four factors (learning, social interaction, skill development, and personal behavior) by applying the Theory of Planned Behavior and the Theory of Reasoned Action to clarify their relationship with video gaming. Additionally, the survey data is analyzed using data mining techniques (data visualization) to analyze the survey results more deeply. The findings indicate that the investigated factors are closely correlated, with the impact on learning being considered the most significant influence.
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References
[1] Chandrashekhar DM, Ravindra PN, Prashanth B, (2020). Impact of video games on social intuition among teenagers. International Journal of Physiology, https://doi.org/10.37506/ijop.v8i2.1237.
[2] Jin Y, Qin L, Zhang H, Zhang R, (2021). Social factors associated with video game addiction among teenagers: school, family, and peers. Advances in Social Science, Education, and Humanities Research, https://doi.org/10.2991/assehr.k.211220.131.
[3] Khalid A, Qadir F, Chan SWY, Schwannauer M, (2018). Adolescents' mental health and well-being in developing countries: a cross-sectional survey from Pakistan. Journal of Mental Health, 28(2), pp 1-8.
[4] Jeffrey G, Olivia S, (2024). Teens and Video Games Today, https://www.pewresearch.org/internet/2024/05/09/teens-and-video-games-today/
[5] Palaus M, Marron EM, ViejoSobera R, RedolarRipoll D, (2017). Neural Basis of Video Gaming: A Systematic Review. Frontiers in Human Neuroscience, 11, 248.
[6] Boers E, Afzali M, Newton N, Conrod P, (2019). Association of Screen Time and Depression in Adolescence, JAMA Pediatrics, 173(9), 853–859. https://doi.org/10.1001/jamapediatrics.2019.1759.
[7] Gallardo PJM, Rivilla AI, Ramírez MA, Castro LR, Ferrer SJ, Prieto AJM, (2024). Video games, educational implications. Revista De Educación, 1, 185-221.
[8] Vázquez-Cano E, Quero-Gervilla M, Quicios-García MP, (2024). The psycho-social impact of video games on K12 Spanish students. Journal New Approaches Educ. Res., 13, 14, https://doi.org/10.1007/s44322-024-00014-9.
[9] NH Vân, (2022). Thực trạng nghiện game ở lứa tuổi THPT: Nguyên nhân và biện pháp khắc phục, tại website: https://chuyen-vonguyengiapqb.edu.vn.
[10] NN Bích, (2024). Nghiện game để lại hậu quả nặng nề đối với trẻ, Báo Dân trí tại địa chỉ: https://dantri.com.vn.
[11] Fishbein M, Ajzen I, (1975). Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research, Reading, MA: Addison-Wesley.
[12] Ajzen I (nd), Theory of planned behavior, Retrieved 6 July 2011 from http://people.umass.edu/aizen/tpb.html.
[13] Hair JF, Black WC, Babin BJ, Anderson RE, (2010). Multivariate Data Analysis, 7th Edition, Pearson, New York.
[14] Khan M, Khan SS, (2011). Data and Information Visualization Methods and Interactive Mechanisms: A Survey. International Journal of Computer Applications, 34(1), 1-14.
