- Volume 11 Issue 5
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Mother's Perceived Infant Smartphone Over-immersion Prediction Model: Data Mining Decision Tree Analysis
어머니가 지각한 유아의 스마트폰 과의존 예측모형 탐색: 데이터마이닝 의사결정나무 분석 활용
- Jung, Ji-Sook (Gyeongbuk Women's Policy Development Institute) ;
- Oh, Jung-A (Chungcheongnam-do Welfare Foundation)
- Received : 2020.03.13
- Accepted : 2020.05.20
- Published : 2020.05.28
This study was to identify the main predictors of smartphone overdependece of infants perceived by mothers and to provide basic data useful for education and practice. For this, data-mining decision tree analysis was performed using SPSS program, and the fianl 410 researches were used for analysis. The results. In the case of the whole infants, the most important predictor of smartphone dependence was father's leisure activity parenting participation. For boys, their father's leisure activity was the most dependent on their smartphone dependence. However, even if father's participation in leisure activities was high, smartphone overdependence increased again when mother's overprotection and permissive attitude were high. Finally, For girls, the most influential variable on smartphone dependence was warmth and encouragement among mothers' parenting attitudes.
- Goldberg. I. (1996). Internet addiction. Electronic message posted to research discussion list. http://www.cmhc.com.
- Griffiths. M. (1996). Behavioral addictions: and issue for everybody. The Journal of Workplace Learning, 8(3), 12-25.
- H. R. Kim & K. S. Lee. (2019). The Mediating Effect of Basic Psychological Needs in the Relastionship between Rejection Sensitivity and Smartphone Addiction among Elementary Schools Students. Counseling Psychology Education Welfare, 6(20), 65-75. https://doi.org/10.20496/cpew.2019.6.2.65
- H. W. Beak, Y. M. Shin & K. M. Shin. (2014). Emotional and Behavioral Problems Related to Smartphone Overuse in Elementary School Children. Journal of the Korean neuropsychiatric association, 53(5), 320-326. https://doi.org/10.4306/jknpa.2014.53.5.320
- I. S. Kim & D. Y. Kim. (2017). The Effects of Mother's Smartphone Addiction Tendency on Smartphone Overindulgence and Externalizing Problem Behaviors among Preschool Children: Focusing on Mediating Effects of Marital Conflicts and Mother-child Communication. Asian journal of education, 18(2), 221-244. https://doi.org/10.15753/aje.2017.06.18.2.221
- K. S. Yim, S. H. Kim & H. K. Hong. (2014). A Study of Correlation among Young Children's Smart-phone Addiction, Self-respect, and Self-regulation. Journal of Future Early Childhood Education, 21(4), 203-221.
- J. Y. Kum, C. H. Chung & H. J. Jeong. (2019). The Influence of Mothers' Parenting Attitude on Children's Smart-Phone Dependency : Focusing on the moderating effect of Children's playfulness. Journal of Children's Literature and Education, 20(2), 75-97.
- E. J. Hyu, E. M. Park, M. M. H. Cho & T. Y. Kim. (2013). Relationship among mothers' smartphone addiction levels, maternal depression and young children's problem behaviors. The Korean Society for Early Childhood Education, 33(5), 181-205.
- Y. K. Oh, M. H. Lee & H. S. Choe. (2016). The Relation between Fathers" Parenting Involvement and Children's Excessive Immersion in Smartphone. Korea association for children's media & education, 15(4), 169-191.
- J. E. Kim. (2016). Influences of Marital Conflict and Maternal Anger, Depression, Abuse and Neglect on Problem Behaviors of Preschoolers. Ewha Woman's University.
- E. J. Jeon. (2015). The structural relationship among marital conflict, rearing stress and children's aggression and latent mean analysis of children's temperament. The Korea society for earty childhood education & care, 10(4), 97-119.
- E. H. Jung. (2014). A study on the effect of marital conflict and paternal involvement of families with preschool children on mothers childrearing stress. Dongguk University.
- Brock, R. L. & Kochanska, G. (2016). Interparental conflict, childern's swcurity with parents, and long-term risk of internalizing problems : A longitudinal study from ages 2to 10. Development and Psychopathology, 28(1), 45-54. https://doi.org/10.1017/S0954579415000279
- J. S. Jang. (2003). Parents' marital conflict and their children's behavior problems. Yonsei University.
- M. S. Yang & E. J. Jo. (2011). A study on internet addiction and parental marital conflict, parenting attitudes, and parental monitoring and control as perceived by elementary school children. Korean Journal of Human Ecology, 20(2), 339-351. https://doi.org/10.5934/KJHE.2011.20.2.339
- E. J. Yu. (2014). The relationship between children's tendency of addiction of smartphone and children's emotional intelligence. University National of Incheon.
- K. S. Choi. (1992). A study on the relationship between social competency of child and the child rearing behaviors and involvement of father. Korea University.
- J. H. Park. (2001). Children's peer competence in relation to maternal parenting goals, parenting behaviors, and management strategies of peer relations. Yonsei University.
- J. A. Oh & H. S. Oh. (2018). The predictors of factors related to career decision making amongst adolescents who drop out of school, using decision-making tree analysis. national youth Policy Institue, 29(1), 145-177.
- Argyle. M. (1999). Causes and correlates of happiness. New York:Russell Sage Foundation.
- Alfermann. D. & Stoll. O. (2000). Effects of physical expercise on self-concept and well-being. International Journal of Sport Psychology. 31(1), 47-65.
- I. S. Park & E. Y. Nahm. (2015). Relations among coparenting, father involvement in child-rearing, and toddler"s emotion regulation. The Korean Journal of Developmental Psychology, 28(4), 135-153.
- Torres. N., Verissimo. M., Monteiro. L., Ribeiro. O. & Santos. A. J. (2014) Domains of father involvement. social competence and problem behavior in preschool children. Journal of Family Studies, 20(3), 188-203. https://doi.org/10.1080/13229400.2014.11082006
- H. S. Lee. (2010). The relationship among game indulgence, mental health in early childhood and maternal child rearing attitudes. Sungkyunkwan University.
- J. H. Kim. (2010). The Effects of Maternal Parenting Behaviors and Preschooler's Emotional Regulation on Their Internet-Game Addictive Inclination. Family and Environment Research. 48(8), 77-86.
- J. A. Han & J. H. Kim. (2012). Effects of Children's Emotional Regulation and Maternal Parenting Behaviors on Gender-Specific Children's Social Competence. Korean Journal of Human Ecology, 21(4), 665-678. https://doi.org/10.5934/KJHE.2012.21.4.665
- S. Y. Park. (1998). Relation Among Marital Conflict, Child Coping, Child Adjustment. Sookmyung Women's University.
- Y. A. Jang & Y. J. Lee. (2011). Communication Among Parents and Children: Effects on Marital Conflict and on Children's Stress and Problematic Behaviors. Family and Family Therapy, 19(3), 183-205. https://doi.org/10.21479/kaft.2011.19.3.183
- A. R. Cho & M. K. Choi. (2014). The Effects of Marital Conflict on Children's Depression: The Mediating Role of Parental Control. Korean association of child studies, 35(4), 145-165. https://doi.org/10.5723/KJCS.2014.35.4.145
- Y. O. Kwon. (1998). Children's perception of marital conflict and behavior problems. Dong Kuk University.
- Fincham. F. D., Grych. J. H. & Osboren. L. M. (1994). Does marital conflict cause child maladjustment? Directions and challenges for longitudinal research. Journal of Family Psychology, 8, 128-140. https://doi.org/10.1037/0893-322.214.171.124
- Grych. J. H. & Fincham. F. (1990). Matial conflict and children's adjustment: A cognitive-contextual framework. Psychological Bulletin, 12, 437-453.
- Davies. P. T. & Cummings. E. M. (1994). Marital conflict and child adjustment. An emotional security hypothesis. Psychological Bulletin, 116(3), 387-411. https://doi.org/10.1037/0033-2909.116.3.387