Eksplorasi Pengaruh Platform dan Gaya Bermain terhadap Tingkat Kecemasan dengan Teknik Algoritmik

Authors

  • Nur Alamsyah Sistem Informasi, Teknologi dan Informatika, Universitas Informatika dan Bisnis Indonesia
  • Budiman Budiman Informatika, Teknologi dan Informatika, Universitas Informatika dan Bisnis Indonesia
  • Titan Parama Yoga Sistem Informasi, Teknologi dan Informatika, Universitas Informatika dan Bisnis Indonesia
  • Reni Nursyanti Informatika, Teknologi dan Informatika, Universitas Informatika dan Bisnis Indonesia

DOI:

https://doi.org/10.37278/sisinfo.v6i2.907

Keywords:

Kecemasan, Platform Game, Gaya Bermain

Abstract

Penelitian ini bertujuan mengeksplorasi pengaruh platform dan gaya bermain game terhadap tingkat kecemasan menggunakan teknik algoritmik. Dengan meningkatnya popularitas game digital, memahami faktor-faktor yang mempengaruhi kesejahteraan mental pemain menjadi penting. Data dikumpulkan dari 13,464 responden yang melibatkan berbagai platform dan gaya bermain. Skor kecemasan diukur menggunakan Generalized Anxiety Disorder (GAD) scale, dan analisis statistik dilakukan dengan Analisis Varian (ANOVA) untuk mengidentifikasi perbedaan signifikan dalam skor kecemasan. Hasil menunjukkan bahwa platform game dan gaya bermain memiliki pengaruh signifikan terhadap tingkat kecemasan, sementara jenis game yang dimainkan tidak menunjukkan perbedaan signifikan. Temuan ini mengindikasikan bahwa faktor lingkungan dan interaksi sosial dalam bermain game dapat mempengaruhi tingkat kecemasan pemain lebih dari sekadar jenis game atau durasi bermain. Penelitian ini memberikan wawasan baru mengenai hubungan antara kebiasaan bermain game dan kesejahteraan mental, serta menawarkan landasan untuk penelitian lebih lanjut dalam ilmu komputer dan kesehatan mental.

References

Alamsyah, N., Danestiara, V. R., Akbar, I., Setiana, E., & others. (2023). Optimizing Computational Efficiency in Feature Selection for Machine Learning Models: A Study Crime Detection Based on Criminal Data. 2023 Eighth International Conference on Informatics and Computing (ICIC), 1–6.

Alamsyah, N. & others. (2023). Analisis Perbandingan Sentimen Pengguna Twitter Terhadap Layanan Salah Satu Provider Internet Di Indonesia Menggunakan Metode Klasifikasi. TEMATIK, 10(2), 246–251.

Alamsyah, N., Parama, T., & others. (2023). Analysis of E-learning user Acceptance using the Technology Acceptance Model (TAM) and end-User Computing Satisfaction (EUCS). Formosa Journal of Applied Sciences, 2(8), 1873–1892.

Choi, W., Jang, W., Song, H., Kim, M. J., Lee, W., & Byon, K. K. (2024). Esports for development? Exploring esports player profiles and their development and well-being outcomes. International Journal of Sports Marketing and Sponsorship.

Chou, S.-Y., Jang, W., Ma, S. C., Chang, C.-H., & Byon, K. K. (2023). Is mobile gaming a new pillar of esports? Exploring players’ in-game purchases in PC and mobile platforms by using flow and clutch. International Journal of Sports Marketing and Sponsorship, 24(2), 311–332.

Dunham, J., Papangelis, K., Laato, S., LaLone, N., Lee, J., & Saker, M. (2023). The impacts of Covid-19 on Players of pokémon GO. ACM Transactions on Computer-Human Interaction, 30(4), 1–31.

Erpurini, W., Putrada, A. G., Alamsyah, N., Pane, S. F., & Fauzan, M. N. (2023). Confirmatory Factor Analysis for The Impact of Students’ Social Medial on University Digital Marketing. 2023 International Conference on Computer Science, Information Technology and Engineering (ICCoSITE), 615–620.

Geniş, Ç., & Ayaz-Alkaya, S. (2023). Digital game addiction, social anxiety, and parental attitudes in adolescents: A cross-sectional study. Children and Youth Services Review, 149, 106931.

Giardina, A., Schimmenti, A., Starcevic, V., King, D. L., Di Blasi, M., & Billieux, J. (2024). Problematic gaming, social withdrawal, and Escapism: The Compensatory-Dissociative Online Gaming (C-DOG) model. Computers in Human Behavior, 155, 108187.

Hein, K., Conkey-Morrison, C., Burleigh, T. L., Poulus, D., & Stavropoulos, V. (2024). Examining how gamers connect with their avatars to assess their anxiety: A novel artificial intelligence approach. Acta Psychologica, 246, 104298.

Idris, M. F., Saini, S. M., Sharip, S., Idris, N. F., & Ab Aziz, N. F. (2023). Association between the internet gaming disorder and anxiety and depression among university students during COVID-19 pandemic. Healthcare, 11(8), 1103.

Liu, M., Choi, S., Kim, D. O., & Williams, D. (2024). Connecting in-game performance, need satisfaction, and psychological well-being: A comparison of older and younger players in World of Tanks. New Media & Society, 26(2), 692–710.

Malak, M. Z., Shuhaiber, A. H., Alsswey, A., & Tarawneh, A. (2023). Social support as the mediator for the relationship between internet gaming disorder and psychological problems among university students. Journal of Psychiatric Research, 164, 243–250.

Marques, L. M., Uchida, P. M., Aguiar, F. O., Kadri, G., Santos, R. I., & Barbosa, S. P. (2023). Escaping through virtual gaming—What is the association with emotional, social, and mental health? A systematic review. Frontiers in Psychiatry, 14, 1257685.

Monley, C. M., Liese, B. S., & Oberleitner, L. M. (2024). Gamers’ and non-gamers’ perspectives on the development of problematic video game play. Current Psychology, 43(1), 552–561.

Mun, I. B. (2024). A longitudinal study on the effects of parental anxiety on mobile game addiction in adolescents: The mediating role of adolescent anxiety and loneliness. International Journal of Mental Health and Addiction, 22(1), 560–577.

Park, K., Son, M., Chang, H., & Lee, S.-K. (2024). The roles of stress, non-digital hobbies, and gaming time in adolescent problematic game use: A focus on sex differences. Computers in Human Behavior, 151, 108002.

Purwanto, M. R. & others. (2024). Pengaruh Media Sosial Terhadap Kesejahteraan Mental Mahasiswa: Studi Kasus Di Fakultas Ilmu Agama Islama Universitas Islam Indonesia. At-Thullab: Jurnal Mahasiswa Studi Islam, 6(1), 1485–1486.

Strojny, P., Żuber, M., & Strojny, A. (2024). The interplay between mental health and dosage for gaming disorder risk: A brief report. Scientific Reports, 14(1), 1257.

Tang, K. T., Hodgins, D. C., & Schluter, M. G. (2024). Attachment, emotion dysregulation, and video game play: Testing the mediating role of emotion dysregulation in gaming disorder. International Journal of Mental Health and Addiction, 22(3), 1063–1077.

T’ng, S. T., Ho, K. H., & Pau, K. (2023). Need frustration, gaming motives, and internet gaming disorder in mobile multiplayer online battle arena (MOBA) games: Through the lens of self-determination theory. International Journal of Mental Health and Addiction, 21(6), 3821–3841

Published

2024-08-16

How to Cite

Alamsyah, N., Budiman, B., Yoga, T. P., & Nursyanti, R. (2024). Eksplorasi Pengaruh Platform dan Gaya Bermain terhadap Tingkat Kecemasan dengan Teknik Algoritmik. SISINFO : Jurnal Sistem Informasi Dan Informatika, 6(2), 143–152. https://doi.org/10.37278/sisinfo.v6i2.907

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Section

Articles