• Korean Journal of Culture and Social Issue
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• v.28 no.3
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• pp.331-352
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• 2022

This study used a latent growth curve models(LGCM) to examine longitudinal changes in youth's game usage, self-control and the longitudinal mediation effect of adaptive game use in the relationship between game usage and self-control. A four-year longitudinal data of 863 adolescents from the Game User Panel Survey, provided through participation in the 2019 Game User Panel Research Conference hosted by the Korea Creative Contents Agency, was used to verify the longitudinal mediation effect of adaptive game use. SPSS 21 was used to verify the normality of variables from each wave, and to conduct correlation analysis. Mplus 6.12 was used to verify the longitudinal mediation effect. The results are as follows. First, game usage, self-control and adaptive game yielded linear temporal growth. Second, latent growth curve models showed that the direct effect of game usage on self-control was insignificant, but game usage had a significant indirect effect on self-control through adaptive game use. Continuous adaptive gaming increased self-control. Third, sobel test results showed that both the initial value and change rate of adaptive game use had a full-mediation effect, confirming the longitudinal mediation effect. This study verified the longitudinal change of self-control affected by change in game usage and adaptive game use.

• Journal of Korea Society of Industrial Information Systems
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• v.15 no.5
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• pp.63-69
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• 2010

Forecasting game usages hours can supply good information resolving intensive server access and ensuring stable game service. In this paper, we applied various time series analysis methods to forecast game usage hours in 2009 on famous "Ion" and "Sudden Attack" games. According to the experiment, the seasonal variation method showed better performance forecasting actual usage hours.

• The Journal of the Korea Contents Association
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• v.8 no.3
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• pp.182-189
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• 2008

The purpose of this study were to investigate 1) present condition of children's usage of computer game, 2) difference in extent of immersing in computer game according to grade, and 3) difference in extent of immersing in computer game according to conditions of computer game usage. A total of 239 children from 1st to 3rd grade in an elementary school in Busan were surveyed with two kinds of questionnaires about usage of and immersion in computer game. The collected data were analyzed using SPSS 12.0 program. It was revealed that the 1st graders showed higher scores on experience of computer game, frequency of computer game per week, and amount of time for each computer game than the 3rd graders. However, there were no significant differences in extent of immersing in computer game according to grade and to conditions of computer game usage. The findings of this study implies that the age of using computer game is going down rapidly. Discussions and suggestions for further study were provided.

• Journal of Korea Game Society
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• v.21 no.1
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• pp.113-124
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• 2021

This study distinguished game use groups by considering adaptive game use and maladaptive game use of middle school students at the same time, and analyzed the difference in lack of self-control, peer-support, and game usage by group. To this end, the data of 287 middle school students was analyzed in the Game User Panel Survey(5th year) of the KOCCA. As a result of the cluster analysis, the game use groups were divided into the high level coexist group, the adaptive use group, and the normal group. The three groups showed the gap of lack of self-control, peer-support, and game usage.

• Korean Journal of Human Ecology
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• v.19 no.6
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• pp.967-980
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• 2010

This study examined preschoolers' usage of internet-games in a family context as well as their level of addiction to these games. Participants in this study were 221 mothers of preschoolers (111 boys, 110 girls) in Seoul and Gyeonggi Province. Lee's (2006) Internet-Game Addiction Scale for Preschoolers was used to assess preschoolers' level of internet-game addiction. Cho's (2010) questionnaire regarding home environment and internet-games was also administered. Data were analyzed with descriptive statistics, t-test, and ANOVA using SPSS WIN 12.0. Results were as follows: firstly, 74.7% of preschoolers were found to play internet-games. Secondly, the level of internet-game addiction was low, but boys showed higher levels of internet-game addiction than girls. Thirdly, preschoolers' level of internet-game addiction was different according to their number of siblings, time spent using internet-games, that age at which internet-games were first used as well as mother's employment status. Based on the results of this study, the danger of preschoolers' internet-game addiction and future directions of research are discussed.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.11 no.9
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• pp.3249-3258
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• 2010

The purpose of this study is to investigate the contents and system characteristics of online game and analyzed how these characteristics are related to the flow and online game usage. For this purpose, we identified character customization, storytelling traits, item properties as the contents characteristics of online game(MMORPG) and user interface and ease of community usage as the system characteristics of online game(MMORPG) based on previous researches and in-depth interviews from MMORPG users. The results of this paper revealed that character customization, storytelling traits and item properties positively influence the flow, however, game reality has not impact on the flow. In the system characteristics, only ease of community usage positively influence the flow at a significant level. Furthermore, it is proven that flow has an impact online game usage. Implications and directions for future research are discussed.

• International Journal of Contents
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• v.11 no.4
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• pp.7-14
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• 2015

This study examined whether game usage would alleviate players' aggressive tendencies. Other game-related variables, psychological care factors (adaptive game use tendency, game self-efficacy, and life self-efficacy), and psychological problem factors (loneliness and depression) were controlled for determination of the effect. We drew on the catharsis theory from therapeutic psychology literature to explain how game usage contributes to the alleviation of aggressive tendencies. Over two weeks data were collected from 918 participants online. The results indicated that gaming activity had a significant effect on aggression. Higher levels of game and life self-efficacy, as well as adaptive game use tendencies, decreased the degree of aggression. Likewise, higher levels of loneliness and depression reduced the degree of aggression. Results and implications are discussed.

• 한국벤처창업학회:학술대회논문집
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• 2017.04a
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• pp.51-51
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• 2017

In the domain of IS, game was used as a tool to enhance the results of decision making, education and more. In another stream of research, researchers focused on revealing the motive of people playing games. This study focuses on the effect of the tool; increased accessibility via mobile, to online game using patterns and behaviors. Due human reaction towards competition, technology acceptance and the online game's gambling traits, it is expected that the increased mobile accessibility (tool) will increase and intensify the game playing behavior. Also, it is expected that the in-game purchase will increase as well. In depth interview with both game service providers and players is planned to confirm that the mobile version acted as a tool to increase accessibility, rather than a additional game. Survey along with an interview is to be conducted to find relevant play and spending patterns if they are to exist.

• Proceedings of the Korean Society of Computer Information Conference
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• 2018.07a
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• pp.87-88
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• 2018

본 연구는 부분유료온라인 게임에서 유저의 게임 이용 기간과 처음 결제 시기간의 상관관계의 검증을 통해 점차 중요도가 높아지고 있는 게임 이용 기간에 대한 요소로서 처음 결제 시기가 적절한지를 알아보았다. 게임 이용 기간과 처음 결제 시기의 상관관계를 검증하기 위해 설문으로 데이터를 수집하고, 회귀분석을 실행하였고 처음 결제 시기가 게임 이용 기간에 양적인 방향으로 영향을 끼치는 요소임을 확인하였다.

• Journal of Internet Computing and Services
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• v.21 no.4
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• pp.77-85
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• 2020

The purpose of this study is to explore the changing trajectory of using educational media through longitudinal data analysis. We categorize the feature of using educational media as usage for learning, usage for information, and usage for the game. We explore the longitudinal changing patterns of usage for learning, usage for information, and usage for the game by LGM(Longitudinal Growth Modeling). We also find the gender difference between these longitudinal changing trajectories. We used 3,499 samples of KYPS middle school second-grade panel data. We found these results: (a) Both usage for learning and information are statically significant variability in initial level and rate of change. Both of the changing trajectories have increased. (b) Girls have a higher rate of the change both in the usage of learning and information than boys over time. (c) There is a statistically significant individual variability in initial levels and rate of change in the usage of the game over time. (d) Boys have a higher rate of initial value than girls in the usage of games, but there is no significant difference in the rate of changing trajectories.