Sensitivity Analysis of Online Game Addiction Model

Dimas Avian Maulana

Abstract


The rapid advancement of the internet has led to some shifts in daily activities. Some conventional activity is now slowly shifted to online, including playing online games. Online games have both impacts, positive and negative. The advantage of online games is to help people communicate with other parties anywhere and anytime in the world. On the other hand, the negative impact is an addiction which leads to losing track of time and neglecting their responsibilities. This study aims to analyse online game addiction using a mathematical model. The mathematical model used is the SEAR model with four compartments, susceptible, exposed, addiction and recovery. The population of this study is limited to cases of addiction to online games on gadgets and ignores the factor of having professional players (e-sports). We obtained the basic reproduction number is , which means that online game addiction does not occurs in the population. Sensitivity analysis showed that the rate of susceptible gamer to be exposed gamer and the rate of individuals who addicted to online game are the parameter which prone to change. The numerical simulation also shown that the change in α brings an impact to the overall dynamics.


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References


N. Baker, “Online Gaming Statistics 2023,” Uswitch, Feb. 01, 2023. https://www.uswitch.com/broadband/studies/online-gaming-statistics/ (accessed May 09, 2023).

H. Nurhayati-Wollf, “Indonesia: online games playing frequency 2022,” Statista, Jul. 2022. https://www.statista.com/statistics/1116660/indonesia-frequency-of-playing-online-games/ (accessed May 09, 2023).

P. Anugrah, “eSports masuk Asian Games, tapi bisakah disebut sebagai olahraga?,” BBC News Indonesia, Jul. 2018. https://www.bbc.com/indonesia/majalah-44933705 (accessed May 09, 2023).

Moch. F. Prawira Adjie, “Game on! Esports officially becomes a sport in Indonesia - Sports - The Jakarta Post,” The Jakarta Post, 2020. https://www.thejakartapost.com/news/2020/08/29/game-on-esports-officially-becomes-a-sport-in-indonesia.html (accessed May 09, 2023).

WHO, “Gaming Disorder,” WHO, 2023. https://www.who.int/standards/classifications/frequently-asked-questions/gaming-disorder# (accessed May 09, 2023).

N. Darvesh et al., “Exploring the prevalence of gaming disorder and Internet gaming disorder: A rapid scoping review,” Systematic Reviews, vol. 9, no. 1. BioMed Central Ltd., Apr. 02, 2020. doi: 10.1186/s13643-020-01329-2.

T. Li and Y. Guo, “Stability and optimal control in a mathematical model of online game addiction,” Filomat, vol. 33, no. 17, pp. 5691–5711, 2019, doi: 10.2298/FIL1917691L.

M. Abrori, “Model Matematika Minuman Keras,” Jurnal Fourier, vol. 5, no. 1, pp. 1–9, Apr. 2016, [Online]. Available: www.fourier.or.id

A. P. Indah and D. A. Maulana, “Model Dinamika Kecanduan Media Sosial: Studi Kasus Kecanduan TikTok pada Mahasiswa FMIPA Unesa,” MATHunesa, vol. 10, no. 1, pp. 131–139, Apr. 2022.

J. Fadhilah and D. A. Maulana, “Model Dinamika Kecanduan Rokok pada Pria dan Wanita,” MATHunesa, vol. 10, no. 1, pp. 180–189, Apr. 2022.

E. Novrialdy, “Kecanduan Game Online pada Remaja: Dampak dan Pencegahannya,” Buletin Psikologi, vol. 27, no. 2, p. 148, Dec. 2019, doi: 10.22146/buletinpsikologi.47402.

T. W. Utami and A. Hodikoh, “Kecanduan Game Online Berhubungan dengan Penyesuaian Sosial Pada Remaja,” Jurnal Keperawatan, vol. 12, no. 1, pp. 17–22, Mar. 2020.

A. Anwar, R. Syam, M. I. Pratama, and S. Side, “SEIRS model analysis for online game addiction problem of mathematics students,” in Journal of Physics: Conference Series, IOP Publishing Ltd, Jun. 2021. doi: 10.1088/1742-6596/1918/4/042024.

H. Seno, “A mathematical model of population dynamics for the internet gaming addiction*,” Nonlinear Analysis: Modelling and Control, vol. 26, no. 5, pp. 861–883, Aug. 2021, doi: 10.15388/namc.2021.26.24177.

Y. B. Surya Wijaya and D. A. Maulana, “Model Dinamika Kecanduan Game Online pada Gawai,” MATHunesa, vol. 10, no. 2, pp. 299–307, 2022.




DOI: http://dx.doi.org/10.24014/sitekin.v20i2.22649

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