• Journal of the Korean Data and Information Science Society
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• v.24 no.1
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• pp.13-22
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• 2013

Smartphone addiction has become more serious than internet addiction since people can download and run numerous applications with smartphones even without internet connection. However, smartphone addiction is not sufficiently dealt with in current studies. The S-scale method developed by Korea National Information Society Agency involves so many questions that respondents are likely to avoid the diagnosis itself. Moreover, since S-scale is determined by the total score of responded items without taking into account of demographic variables, it is difficult to get an accurate result. Therefore, in this paper, we have extracted important factors from all data, which affect smartphone addiction, including demographic variables. Then we classified the selected items with a neural network. The result of a comparative analysis with backpropagation learning algorithm and multiclass support vector machine shows that learning rate is slightly higher in multiclass SVM. Since multiclass SVM suggested in this paper is highly adaptable to rapid changes of data, we expect that it will lead to a more accurate self-diagnosis of smartphone addiction.

• Korean Journal of Human Ecology
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• v.21 no.6
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• pp.1029-1042
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• 2012

The purpose of this study was to explore relationships between preschooler's aggression and social skills, maternal management strategies of peer relations and parenting behaviors and preschoolers' internet-game addictive inclination. Participants included seventy-seven (77) 5 to 6-year-old preschoolers (44 boys, 33 girls) and their mothers. The Aggressive Behavior Scale (Lee & Choi, 2001), the Social Skill Rating Scale (Suh, 2004), the Maternal Parenting Behaviors Scale (Rhu & Lee, 2007) and the Parental Involvement Checklist (Park, 2001) were used in this study. The Internet Game Addiction Scale (Korea Agency for Digital Opportunity and Promotion, 2006) was used to identify higher and lower addictive level of internet-game inclination. Collected data were analyzed by descriptive statistics and t-test. Major findings revealed that preschooler's social skills, maternal management strategies of peer relations and parenting behaviors showed a predictable correlation to preschooler's internet-game addictive inclination.

• Journal of the Korean Academy of Child and Adolescent Psychiatry
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• v.27 no.3
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• pp.188-195
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• 2016

Objectives: The aim of this study was to investigate the relationship between internet addiction, smartphone addiction, and psychosocial factors. This study was designed to examine the vulnerability factors for internet and smartphone addiction. Methods: The participants were 1041 children and adolescents in a small and medium-sized cities. All of the participants were evaluated in terms of their demographic characteristics and present use of the internet and smartphone, as well as using internet and smartphone addiction and other psychological scales. Statistical analyses were performed to compare the psychosocial factors between the high risk, potential risk, and general user groups of internet and smartphone addiction. Results: The participants were classified into three groups, the high risk (N=33), potential risk (N=203), and general user (N=805) groups with regard to their internet and smartphone addiction level. There were statistical significantly differences between the groups in terms of the economic status of the family, academic performance, parents, use of internet and smartphone, loneliness, family cohesion, family adaptability, perceived social support, and peer relationship. Conclusion: These results suggest that the internet and smartphone addiction of children and adolescents is related to various psychosocial vulnerability factors.

• Child Health Nursing Research
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• v.13 no.2
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• pp.157-165
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• 2007

Purpose: This study was done to investigate internet addiction, sexual attitudes and gender egalitarianism in middle school students, and to identify the differences of sexual attitude and gender egalitarianism according to the level of internet addiction. Method: The participants were 344 students from two middle schools in Seoul. Data were collected through self-report questionnaires which included an internet addiction test, a sexual attitude scale, and a Korean gender egalitarianism scale for adolescents. The data were analyzed using the SPSS program. Results: Of the students, 63.1% reported being average on-line users, 33.4%, heavy on-line users, and 3.5%, internet addicted. Sexual attitudes and gender egalitarianism of average on-line users were different from those addicted to the internet. Internet addiction, sexual attitudes and gender egalitarianism of students were different according to general characteristics, time spent on-line, and exposure and contact to cyber obscenities. Conclusion: Sexual attitudes and gender egalitarianism in middle school students were influenced by internet addiction. Therefore nursing interventions to prevent and manage internet addiction need to be developed and provided to middle school students. Also a variety of programs for teaching sexuality to adolescents should be developed.

• The Korean Journal of Rehabilitation Nursing
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• v.14 no.2
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• pp.145-152
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• 2011

Purpose: The study was to identify the influences of stress, social support and impulsiveness on the internet addiction of adolescents. Methods: A cross-sectional study was conducted with 243 male middle and high school students in D city. Data were collected from March to April in 2009 using self-report questionnaires such as internet addiction test, perceived stress, social support appraisal scale and Barratt impulsiveness scale. Data were analyzed using frequency, mean, Pearson's corelation coefficient, & hierarchial multiple regression. Results: The results showed that adolescents who had poor social support or higher stress and impulsiveness were more likely to have higher levels of internet addiction. The internet addiction was positively related to the stress and impulsiveness and negatively related to the social support. And education, record at school, stress, social support and impulsiveness had influence on the depression. Conclusion: Based on the findings, school nurses need to screen the risk of the internet addiction for adolescents who are in serious stress and have poor social support and impulsiveness. It is necessary to develop some preventive programs for those in high risk of internet addiction.

• The Journal of Korean Association of Computer Education
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• v.19 no.5
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• pp.55-71
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• 2016

Recently, Internet addiction problem has arised due to increasing negative effects about excessive internet use among youth. In this study, by utilizing the '11th youth health behaviors online survey data', we discuss the countermeasures for excessive internet usage of adolescence based on various analysis. we examined the effects of demographic characteristic factors, psychological factors, behavioral factors on internet usage of adolescence. As a result, it was confirmed that there were various variables that influenced adolescent internet usage which were not approached in previous researches. And through these results, we can confirm these variables. In addition, we can also provide countermeasures on excessive internet usages by that of adolescents.

• Journal of The Korean Association of Information Education
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• v.11 no.4
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• pp.447-459
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• 2007

Recently, the use of computer game by Korean teenagers is rapidly growing due to the expansion of the computer popularization and the development of game industry. Of all the teenagers, 82.4% have experience of playing computer game and statistics shows that 22.4% of them play everyday. There is an opinion that the computer game not only improves self confidence and concentration but also enhances internet use, foreign language usage and cognitive ability so that it accelerates learning efficacy and releases stress. On the other hand, there also exists a negative opinion on the symptoms of its addiction. Young(1996) warns that like other addictions, computer game addiction can provoke social problems such as loss of control, desire, marriage problem, schoolwork failure, financial deficiency and loss of employment. Therefore, this study has investigated how computer game addiction affects teenagers' personality. For this purpose, I have conducted the research on the reality of teenagers'computer game use, computer game addiction assessment, analysis on the difference between male and female, and on the relation between the level of computer game addiction and teenagers' personality. As a result, it is confirmed that the computer game addiction affects negatively to teenagers' personality such as stability, self-controlling, perceiving emotion, expressing emotion and controlling emotion.

• Korean Journal of Social Welfare
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• v.69 no.3
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• pp.241-265
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• 2017

This study was conducted to propose anti-stigma strategies by verifying the social stigma on behavioral addiction under the premise that social stigma is a main obstacle to the treatment of addiction. A research model was constructed by applying the attribution affection theory and the modified attribution affection theory, which are very useful for explaining emotional and behavioral responses to the persons with mental illness. In other words, when attributing the causes of behavioral addiction to the personally controllable things such as personality, will and lifestyle, social distance can be increased by the mediate of anger. However, when attributing the causes of behavioral addiction to biological factors that can not be controlled by an individual, there can exist two pathway, one is the arising of helping behaviors by the mediate of sympathy (the attribution affection theory), and the other is the aggravation in the social distance due to rising fear (the modified attribution affection theory). In order to verify the research model, 383 adult subjects mainly in South Gyeongsang Province were randomly presented with the vignettes of gambling addiction and internet game addiction, and asked about the causes of the problems and their emotional, prejudicial, and behavioral responses to them. As a result, all pathway had statistically significant predictive effect. Therefore, in the case of attributing to personal causes, social distance increased by the mediate of anger. In the case of attributing to biological causes, both pathway had significant predictive effect, but the indirect effect of the pathway predictive of the helping behavior by the mediate of sympathy was greater. Researchers suggested that anti-stigma strategies, which emphasize that behavioral addiction is a mental health problem requiring treatment, are necessary.

• Korean Journal of Child Studies
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• v.31 no.2
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• pp.103-117
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• 2010

The purpose of this study was to investigate the characteristics of internet usage among 5th and 6th grade of elementary school children and to elucidate the path model and the relative effects of various factors on internet addiction in the internet addiction tendency group. According to our results, the normal internet user group exhibit higher educational levels in fathers, secure attachment to mother, and warm friendship when compared to the internet addiction tendency group. At the same time, internet addiction group exhibit longer internet use time, a greater numbers of avatars in use, and higher avatars decoration costs. The research model suggested here was supported by the results. Attachment to mother appears to affect friendship which in turn affects avatars image decoration needs and avatars identification which in turn then has an impact upon internet addiction tendency. These results were then discussed in relation to previous research and theories.

• Journal of the Korean Society of Clothing and Textiles
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• v.31 no.4 s.163
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• pp.563-573
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• 2007

This study attempted to understand the addictive internet buying tendencies and how self-esteem, materialism, and self-control influenced the addictive internet tendencies and how those variables affected those when people receive marketing promotions on internet shopping mall. A total 883 cases were collected as data through internet survey on the consumers who had purchased fashion products. Internet fashion buyers were classified into high-purchasing, low-purchasing, and non-purchasing groups. These groups were showing differences among self·esteem, materialism, and self-control. High purchasing group was showing low self-esteem and self·control and high materialism than others. Variables that affect addictive buying tendencies of internet fashion product were shown accordingly brand promotion, materialism, web display promotion, and self-esteem. Marketing promotions were contributed more on the internet addictive buying tendencies than consumers' socio-psychological variables. So as to induce rational buying behavior, excessive product promotion and discount price promotion should be reduced.