• Journal of the Korean Data and Information Science Society
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• v.25 no.6
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• pp.1397-1405
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• 2014

Usually unit-nonresponse or item-nonresponse occurs in the survey. In case the rate of nonresponse is high, the analysis ignoring nonresponse may cause the wrong effect. The characterization of nonresponse is required. In a cross-sectional data, it is possible to study the characteristics of item-nonresponse but it is hard to study the characteristics of the unit-nonresponse. In order to identify the characteristics of the unit-nonresponse, this study used the first-year student of middle schools in the Korea children and youth panel survey (KCYPS) data. We investigated the handling situation of nonresponse and analyzed the characteristics of the unit-nonresponse. Most of the papers applied the way of getting rid of nonresponse, so that there was little paper using weights. In this paper, we compared the results of the analyses depending on whether the weight is used or not. The method of using weights showed statistically significant results much more than that of removing. More discussion will be needed.

• The Journal of the Korea Contents Association
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• v.16 no.8
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• pp.729-742
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• 2016

The purpose of this study is to investigate the influence of parenting and peers on youth engagement to pornography media, the fourth year data of the fourth-grade panel (first year at middle school) and the fourth-year data of the eighth-grade panel (first year at high school) were analyzed. The number of cases investigated for this panel study were 2,378 subjects among the fourth-year panel of the fourth grade and 2,361 subjects among the fourth-year panel of middle schoolers. But this study, the total of 720 subjects that the response were made in the pornography items are analyzed. The result of this study reveals that male students were more likely to be addicted to pornography than female students. Also, inconsistency and excessive intervention among the parenting attitudes and peer attachment and numbers of delinquent friens among the peer factors were shown to have influence on youth addiction to pornography. Based on such results, a proposal that a plan to increase the parental education and strengthen peer relationships is important ahead of the Controlled intervention in the meantime was made.

• Korean Journal of Social Welfare
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• v.68 no.3
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• pp.105-125
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• 2016

School absenteeism is considered one of the early predictors of school drop-out and serious delinquency or criminal behavior. The primary goal of the current study was to explore the protective and risk factors related to changing school absenteeism over time based on the ecological-systemic perspective. The data was derived from the Korean Children and Youth Panel Survey (KCYPS) using the 2011 and 2012 survey waves collected from 2,378 elementary school students. Using this data, Panel Fixed Effects Analysis was conducted. Major findings indicated that daily computer usage, parental abuse, school activity attendance, and school grades had an effect on students missing school days over time. Specifically, high levels of computer usage and parental abuse were related to increased school absenteeism, while high levels of school activity attendance and school grades were associated with decreased school absenteeism. These findings emphasized the importance of predictive intervention for children and suggested the need to construct a school absenteeism monitoring system in South Korea.

• Journal of Digital Convergence
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• v.14 no.2
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• pp.197-208
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• 2016

In this paper, data mining regression analysis and decision tree analysis techniques were used to analyze factors affecting the life satisfaction of middle school students. For this purpose, we analyzed Korean Children and Youth Panel Survey(KCYPS) data. As results, the common influencing factors to the life satisfaction were derived from regression analysis. Those factors are self-esteem, depression, total grade satisfaction, regional community awareness, career identity, annual delinquency damage experience, siblings' factors, trust, behavioral control, and concentration. Based on the result described by decision tree analysis, the factors that indicate a significant impact on the life satisfaction of middle school students were self-esteem, depression, career identity and attention factor.

• Journal of the Korea Society of Computer and Information
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• v.26 no.4
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• pp.181-188
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• 2021

The purpose of the current study was to investigate the causal relationship between school life adjustment and life satisfaction among adolescents through longitudinal panel data. The current study analyzed the 1st through 7th wave data in the 4th grade panel of elementary school from the Korea Children and Youth Panel Survey (KCYPS). The research model was tested using auto-regressive cross-lagged model. The major results were as follows. First, adolescents' school life adjustment had a positive auto-regressive effect. Second, adolescents' life satisfaction had a positive auto-regressive effect. Third, adolescents' school life adjustment was a causal predictor of life satisfaction, but not vice versa. Finally, implications in terms of enhancing adolescents' school life adjustment and life satisfaction were also discussed.

• Journal of the Korea Society of Computer and Information
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• v.27 no.5
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• pp.205-213
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• 2022

This study is to analyze the relationship among potential variables of self-development, social development, learning readiness, and academic ability using data from the Panel Study on Korean Children, which was surveyed in 2014, and to find factors affecting the academic ability of preschool children will be. The subjects of this study were 6-year-old children of 1113 households among 2150 households in the 7th Panel Study on Korean Children(2014) data, excluding non-responders and system-missing 1037 households. As a result of analyzing the path effect of the research model, it was found that, between self-development and academic skills, self-development had a direct effect on academic skills and also had a significant indirect effect through social development and learning readiness as a medium. In addition, it was found that learning readiness had the greatest influence among self-development, social development, and learning readiness on academic skills. As a result, the academic skills of preschool-age children should be treated with great importance in order to develop them into talents with creativity and problem-solving ability.

• The Journal of the Korea Contents Association
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• v.16 no.3
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• pp.498-512
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• 2016

The purpose of this study was to raise validity of the result through using national data, to analyze the effect of children's smartphone addiction on aggression and moderating effect of parenting styles on the relationship between children's smartphone addiction and aggression. The data were obtained from 4th waves of KCYPS(Korean Children Youth Panel Study), and 1,686 4th graders in elementary schools who have smartphone were analysed. To achieve the purpose, this study executed frequency analysis, descriptive statistic, and hierarchical multiple regression analysis through SPSS 21.0. The results of this study are as follows: First, the higher children's smartphone addiction level, the higher children's aggression goes. Second, parents' supervision, affection, neglect have moderating effects on the relationship between children's smartphone addiction and aggression which means parenting styles could reduce children's aggression despite serious smartphone addiction. Based on these results, this study suggests that the combination of preventive discipline of smartphone addiction and parental education program is needed to reduce children's aggression which is main factor of bullying. In addition, this study suggests the establishment of special arrangement such as 'shut down' for smartphone addiction prevention.

• Journal of the Korean Society of Child Welfare
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• no.58
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• pp.141-170
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• 2017

As child neglect and abuse have emerged as social problems deteriorating human rights of children, this study aimed to examine the impacts of child neglect and abuse at community children centers on consciousness of human rights. In addition, this study examined whether self-esteem mediated the relationship between child neglect and abuse and consciousness of human rights. From the community children center panel data, 630 fifth-year children at elementary schools were included as a sample. Key findings of structural equation modeling can be summarized as follows: (1) Child neglect and abuse were found to have negative impacts on children's self-esteem and consciousness of human rights, respectively; (2) self-esteem was positively related to consciousness; (3) self-esteem partially mediated the relationship between child neglect and consciousness; (4) the impact of child abuse on consciousness of human rights was found to be perfectly mediated by self-esteem. We conclude by suggesting policy and practice implications to promote human right-friendly environments.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.18 no.11
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• pp.628-636
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• 2017

This study was conducted to analyze the effects of parents' self-esteem on preschool aged children's emotional responses and attention, mediated by their self-esteem, utilizing data from the 7th Panel Study of Korean Children. This study analyzed the main survey of the 7th year survey of the Panel Study on Korean Children and 1383 families from which both parents participated in the survey (1383 couples of parents and 1383 children). The results revealed that mother's self-esteem had a direct effect on children's self-esteem and that children's self-esteem had direct effects on their emotional responses and attention. Mother's self-esteem also had direct effects on children's emotional responses and attention, as well as indirect effects on their emotional responsiveness and attention, and these effects were mediated by parents' self-esteem. Overall, the study revealed the impact of parents' self-esteem on children's emotional responsiveness and attention and provided basic data for the development of an education program for preschool aged children and parents. Thus, it is necessary to develop educational programs to improve preschool aged children's self-esteem and to develop a program for the formation and maintenance of mother's positive self-esteem.

• Therapeutic Science for Rehabilitation
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• v.8 no.1
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• pp.27-39
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• 2019

Objective: The purpose of this study was to examine the effect of the experiences of neglect on adolescent smart phone dependency, exploring the pathways through self-resilience and alienation. Methods: This study utilized the 7th wave data from the Korean Child Youth Panel Survey(KCYPS), and the sample included 1,805 participants with no missing data. The data was analyzed using SPSS 23.0 and AMOS 23.0 programs. Results: First, the experiences of neglect directly affected adolescent smart phone dependency. Second, the experiences of neglect indirectly affect smart phone dependency partially mediated by self resilience and alienation. Conclusions: The ways to prevent adolescent smart phone dependency were discussed.