• Journal of the Korea Convergence Society
• /
• v.9 no.10
• /
• pp.355-362
• /
• 2018

This study aims to examine the relationship between physical education class activity of youth, smartphone dependence and school life adaptation. The data set of Korean Children and Youth Panel Survey(KCYPS) by National Youth Policy Institute was reanalyzed for this study. The subjects of this study were 2,351 second grade middle school students from 2011. The data were coded with the use of the statistics program on Windows, SPSS 23.0. To analyse the data, descriptive analysis, reliability analysis, one-way ANOVA and regression analysis were employed. The findings of this research are as follows. First, the difference between the activity hours of youth physical education classes and the reliance on smartphones is less dependent on smartphones as they participate enthusiastically in physical education classes. Second, the difference of physical education class activity time and school life adaptation among adolescents was more positive for school life adaptation as learning activity, peer relationship and teacher relationship were more active. third, the dependence of youth on smartphones has a positive effect on learning activities and school rules as the reliance on smartphones is low.

• Journal of Convergence for Information Technology
• /
• v.8 no.4
• /
• pp.145-152
• /
• 2018

The aim of this study is to search for a direction to reduce adolescents' mobile phone dependency. The fourth data for 4th graders who were 1,972 of 7th from the 2013 Korea Children & Youth Panel Survey were used. SPSS 21.0 was used. In addition, the mediating effects of ego-resiliency and gender-moderating effects between positive parenting attitude and mobile phone dependency were analyzed through descriptive statistics, data analysis, correlation analysis and multiple regression analysis. The results found the followings: Positive parenting attitude increased ego-resiliency while lowering mobile phone dependency. Ego-resiliency had a negative influence on mobile phone dependency and mediating effects between the two variables. Gender had a moderating effect between two variables. Based on the above results, this study suggested a direction to cope with the problems which can result from the excessive use of mobile phone for both parents and their children.

• Journal of Digital Convergence
• /
• v.19 no.1
• /
• pp.443-451
• /
• 2021

The purpose of this study is to investigate the mediating effects of depression, academic helplessness, and smartphone addiction tendency in the relationship between self-esteem and grit of adolescents. Data from the 2018 (first-year) Korean Children and Youth Panel Survey were used in this study. The subjects of this study were 1,375 male and 1,166 female students in seventh grade school. The multiple mediation model analysis was conducted using the SPSS and PROCESS macro program. The results of this study are as follows. First, there was a positive correlation between self-esteem and grit, while self-esteem and grit had negative correlations with depression, academic helplessness, smartphone addiction. Second, it was found that the relationship between self-esteem and grit was mediated by depression, academic helplessness, and smartphone addiction tendency, respectively, and furthermore, it was found that all pathways mediated sequentially were also significant. These results suggest that education and intervention considering self-esteem, depression, academic helplessness, and smartphone addiction to be useful as a way to help adolescents develop interest in specific goals and continue their efforts in these days when smartphone use is common.

• Journal of the Korea Academia-Industrial cooperation Society
• /
• v.22 no.1
• /
• pp.681-690
• /
• 2021

The aim of this study is to suggest the direction of psychosocial intervention by investigation. To this end, this study examined the moderating effect of peer attachment and patients' positive attitude on the relationship between social withdrawal and life satisfaction of adolescents. Data was obtained from the Korean Children and Youth Panel Survey, and study subjects included 2,409 first grade middle school students. Data was analyzed using the SPSS 25 program, and frequency analysis, descriptive statistical analysis, correlation analysis and hierarchical regression analysis were conducted. The results of the study are as follows: First, psychological withdrawal in the social relationship had a significant negative effect on the life satisfaction of adolescents. Second, peer attachment did not have a moderating effect on the relationship between social withdrawal and life satisfaction of adolescents. Third, positive parenting attitude had a moderating effect on the relationship between social withdrawal and life satisfaction of adolescents. The high-positive parenting attitude group showed less decline in life satisfaction even if social withdrawal was high compared to the low-positive parenting attitude group. Based on these results, we provide effective direction of intervention to elevate the life satisfaction of adolescents experiencing social withdrawal.

• Journal of Korean Home Economics Education Association
• /
• v.30 no.2
• /
• pp.57-75
• /
• 2018

This study aimed to analyze the effects of child abuse and neglect on male·female high school students and the moderating roles of peer attachment and closeness to teachers in the process. By using the second to the seventh yearsʼ data of 4^th grade elementary school student panel participating in the Korean Children & Youth Panel Survey(KCYPS), the study calculated descriptive statistics and performed hierarchical regressions. The main results of this study were as follows. First, for male high school students, as each level of child abuse, peer attachment, and closeness to teachers was higher, the level of ego-resilience was higher. However, as the level of child neglect was higher, the level of ego-resilience was lower. For female high school students, as the level of child neglect was higher, the level of ego-resilience was lower, while each level of peer attachment and closeness to teachers was higher, the level of ego-resilience was higher. In addition, for only male high school students, peer attachment moderated the effect of child abuse on ego-resilience. On the other hands, for both male and female high school students, as the level of child abuse and neglect were higher, the level of self-esteem was lower, while each level of peer attachment and closeness to teachers was higher, the level of self-esteem was higher. Moreover, for only female high school students, peer attachment moderated the effects of child abuse and neglect on self-esteem.

• Journal of Digital Contents Society
• /
• v.19 no.9
• /
• pp.1769-1778
• /
• 2018

As the value of using Big Data is increasing, various researches are being carried out utilizing big data analysis technology in the field of education as well as corporations. In this paper, we propose a method to predict learning achievement using big data cluster analysis. In the proposed method, students in Korea Children and Youth Panel Survey(KCYPS) are classified into groups with similar learning habits using the Kmeans algorithm based on the learning habits of students of the first year at middle school, and group features are extracted. Next, using the extracted features of groups, the first grade students at the middle school in the test group were classified into groups having similar learning habits using the cosine similarity, and then the neighbors were selected and the learning achievement was predicted. The method proposed in this paper has proved that the learning habits at middle school are closely related to at the university, and they make it possible to predict the learning achievement at high school and the satisfaction with university and major.

• Journal of Digital Convergence
• /
• v.16 no.11
• /
• pp.589-598
• /
• 2018

The purpose of this study is to investigate the mediating effect of self-regulation(SR) and the moderating effect of career identity(CI) in predicting academic achievement(AA) by middle school students' achievement value(AV). The subjects were 1,088 male and 970 female students in the third year of middle school. A conditional process analysis using SPSS and Hayes' process macro was conducted. The results were as follows. First, the partial mediation effect of SR was significant in the relationship between AV and AA. Second, the moderating effect of CI was notable in the relationship between AV and SR, and AV and AA respectively. Finally, the mediation effect of AV on AA through SR was found to decrease as CI increased. These results show that supporting the development of CI for students with low AV helps to improve SR and AA. However, as the effect of CI was found to be weaker than the effect of AV or SR on AA, the follow-up research exploring ways to support the achievement value of middle school students are suggested.

• Korean Journal of Social Welfare Studies
• /
• v.49 no.4
• /
• pp.5-30
• /
• 2018

The purpose of this study was to develop and empirically evaluate a theoretical model that delineated the processes whereby parents' socioeconomic status affected students'academic achievement via parental support and students' ego-resilience. The proposed model was tested with the first and second wave of a cohort sample of the first grade middle school students from the Korean Children Youth Panel survey by using linear structural relations techniques. The results of analysis showed firstly that parents' socioeconomic status, parental support and students' ego-resilience directly affected the level of students'academic achievement with statistical significance. Secondly, parental support, the proxy of social capital of the family, was contingent upon the parents'socioeconomic status. Thirdly, in addition to its direct effect, parents'socioeconomic status gave indirect effect on students' academic performance through parental support and ego-resilience. Based upon these results implications for social work intervention were provided.

• Journal of Korean Home Economics Education Association
• /
• v.30 no.2
• /
• pp.21-37
• /
• 2018

The purposes of this study were to examine the influence of the self-identity, parenting style, peer attachment, and relationship with teacher on career identity, and to verify if self- identity shows the moderating effect in the relationship among the parenting style, peer attachment, relationship with teacher, and career identity of middle school students. The data of 3rd-year middle school students, from the 1st grade panel of 'Korea Children And Youth Panel Survey(KCYPS)' by National Youth Policy Institute, was used as the analysis data. The program which was used for the analysis was SPSS ver 22.0 for descriptive, Cronbach's α, and multiple regression analysis. The results of this study are as follows. First, it was revealed that the most influential variable for career identity was self identity, followed by peer attachment, while relationship with teacher is least influential. Parenting style did not have a direct effect on career identity. Second, it was revealed that self-identity had a moderating effect when the interaction between parenting style and the self-identity, and the interaction between relationship with teacher and the self-identity were injected. Therefore, if the education related to the self-identity is conducted continuously in the home economics subject, the conflict and anxiety on the career problem of middle school students will be reduced and the career identity will be developed more effectively.

• The Journal of the Korea Contents Association
• /
• v.22 no.3
• /
• pp.197-211
• /
• 2022

This study examines the structural relationship between parents' positive parenting attitudes, negative parenting attitudes, emotional problems, and academic helplessness. To this end, the data of 2,590 first-year middle school students in the Korean Children and Youth Panel Survey 2018 were used to understand the structural relationship between variables. For this study, the correlation between variables was examined with SPSS 21.0, and the structural relationship between variables was identified with AMOS 21.0. The research results are as follows. First, it was found that the positive parenting attitude and negative parenting attitude of parents had a significant effect on academic helplessness. Second, parents' positive and negative parenting attitudes had a significant effect on emotional problems. Third, emotional problems had a significant positive effect on academic ability. Fourth, emotional problems were partially mediated between parents' positive parenting attitudes, negative parenting attitudes, and academic helplessness. In other words, the emotions of adolescents affected by their parents' parenting attitudes affect their learning. Through this study, it is meaningful to confirm that emotional problems can be treated as factors that influence studies, not simply limited to factors influenced by other factors.