Article

The Art of The Gacha Lure: Determinants of The Continuous Use of Mobile Role-Playing Games (RPG) With Gacha System in Indonesia

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Abstract

The expansion of the mobile games industry should be attributed to the convenience of in-game purchases that are adopted by most mobile games in the market. In this study, we aim to investigate the relationship between determinants of continuous use of mobile RPG games with gacha system in Indonesia. We disseminated a questionnaire that was then filled in by 257 respondents. From a total of 257 results, we excluded 38 questionnaires due to non-completion as well as 8 questionnaires due to the unreliability of questionnaire answers. There were 211 questionnaires remaining for the model analysis. We proposed a total of 13 hypotheses which resulted in flow experience and satisfaction being positively associated with intention of continuous use. The findings of this study highlight how massive the effect of different type of RPG games affect the determinants of players in Indonesia.

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  • Appbrain
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  • C Chapple
Chapple, C. (2021). Top Grossing Mobile Games Worldwide for September 2021. Https://Sensortower.Com/Blog/Top-Mobile-Games-by-Worldwide-Revenue-September-2021.
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  • Y.-W Chuang
Chuang, Y.-W. (2020). Why do you buy digital goods in the mobile game? The value perspective. Advances in Management and Applied Economics, 10(1), 35-49.
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  • M Goli
  • V V Vemuri
Goli, M., & Vemuri, V. V. (2022). Users' In-Game Purchase Intention. In Research Anthology on Game Design, Development, Usage, and Social Impact (pp. 1516-1537). IGI Global. https://doi.org/10.4018/978-1-6684-7589-8.ch074
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  • A Knezovic
Knezovic, A. (2022). 163 Mobile Gaming Statistics for 2022 That Will Blow Your Mind. Https://Www.Blog.Udonis.Co/Mobile-Marketing/Mobile-Games/Mobile-Gaming-Statistics.
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  • H Lin
  • C.-T Sun
Lin, H., & Sun, C.-T. (2007). Cash Trade Within the Magic Circle: Free-to-Play Game Challenges and Masively Multiplayer Online Game Player Responses. Proceedings of DiGRA 2007 Conference: Situated Play.
Antecedents of Satisfaction and Loyalty Towards In-App Purchase Intention for Indonesian Genshin Impact Players
  • M G Rusli
  • M P Berlianto
Rusli, M. G., & Berlianto, M. P. (2022). Antecedents of Satisfaction and Loyalty Towards In-App Purchase Intention for Indonesian Genshin Impact Players. Enrichment: Journal of Management, 12(2), 1617-1629.
Smartphone penetration rate in Indonesia from 2020 to 2024 with forecasts until 2029
  • Statista
Statista. (2022). Smartphone penetration rate in Indonesia from 2020 to 2024 with forecasts until 2029. Https://Www.Statista.Com/Statistics/321485/Smartphone-User-Penetrationin-Indonesia/Statista.
Consumer perceived value: The development of a multiple item scale
  • J C Sweeney
  • G N Soutar
Sweeney, J. C., & Soutar, G. N. (2001). Consumer perceived value: The development of a multiple item scale. Journal of Retailing, 77(2), 203-220. https://doi.org/10.1016/S0022-4359(01)00041-0