Abstract
Objective
This study aims to investigate the moderating effect of parental involvement in adolescents’ education on the effects of bullying victimization and social withdrawal on problematic Internet use (PIU) among South Korean adolescents and to further examine whether parental involvement in education moderates the mediating effect of social withdrawal on the association between bullying victimization and PIU.
Methods
Data were derived from the 2018 Korean Welfare Panel Study (KOWEPS), and the participants consisted of 388 adolescents (mean age = 15.05 years, SD = 0.80). The moderated mediation test was examined by the R software.
Results
The current study found significant moderating effects of parental involvement in education on the impacts of bullying victimization and social withdrawal on PIU. In further moderated mediation analyses, findings showed that the mediation effect of social withdrawal on PIU was moderated by parental involvement in education.
Conclusions
The findings underscore that parental involvement in education plays significant roles in attenuating the adverse effects of bullying victimization and social withdrawal on PIU.
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References
Achenbach, T. M., & Rescorla, L. A. (2001). Manual for the ASEBA school-age forms and profiles. Burlington, VT: University of Vermont
Agnew, R. (1992). Foundation for a general strain theory of crime and delinquency. Criminology, 30, 47–87. https://doi.org/10.1111/j.1745-9125.1992.tb01093.x
Agnew, R. (2015). Using general strain theory to explain crime in Asian societies. Asian Criminology, 10, 131–147. https://doi.org/10.1007/s11417-014-9198-2
Barlow, H., & Decker, S. H. (2010). Criminology and public policy: Putting theory to work. Temple University Press
Boniel-Nissim, M., & Sasson, H. (2018). Bullying victimization and poor relationships with parents as risk factors of problematic internet use in adolescence. Computers in Human Behavior, 88, 176–183. https://doi.org/10.1016/j.chb.2018.05.041
Carthy, T., Horesh, N., Apter, A., Edge, M. D., & Gross, J. J. (2010). Emotional reactivity and cognitive regulation in anxious children. Behaviour research and therapy, 48(5), 384–393. https://doi.org/10.1016/j.brat.2009.12.013
Chun, J., & Chun, J. (2016). The effect of parental educational support on the mental health of elementary school students: The mediating effects of school life adjustment. The Journal of Korean Education, 43(2), 5–35. https://doi.org/10.22804/jke.2016.43.2.001
Dahl, D., & Bergmark, K. H. (2020). Persistence in Problematic Internet Use-A Systematic Review and Meta-Analysis. Front. Sociol. https://doi.org/10.3389/fsoc.2020.00030
Elledge, L. C., Smith, D. E., Kilpatrick, C. T., McClain, C. M., & Moore, T. M. (2019). The associations between bullying victimization and internalizing distress, suicidality, and substance use in Jamaican adolescents: The moderating role of parental involvement. Journal of social and personal relationships, 36(7), 2202–2220. https://doi.org/10.1177/0265407518786804
El Nokali, N. E., Bachman, H. J., & Votruba-Drzal, E. (2010). Parent involvement and children’s academic and social development in elementary school. Child development, 81(3), 988–1005. https://dx.doi.org/10.1111%2Fj.1467-8624.2010.01447.x
Faltýnková, A., Blinka, L., Ševčíková, A., & Husarova, D. (2020). The associations between family-related factors and excessive internet use in adolescents. International journal of environmental research and public health, 17(5), 1754. https://dx.doi.org/10.3390%2Fijerph17051754
Fernandes, B., Maia, B. R., & Pontes, H. M. (2019). Internet addiction or problematic internet use? Which term should be used? Psicologia usp, 30, e190020. https://doi.org/10.1590/0103-6564e190020
Glassner, S. D., & Cho, S. (2018). Bullying victimization, negative emotions, and substance use: Utilizing general strain theory to examine the undesirable outcomes of childhood bullying victimization in adolescence and young adulthood. Journal of Youth Studies, 21(9), 1232–1249. https://doi.org/10.1080/13676261.2018.1461200
Gómez, P., Harris, S. K., Barreiro, C., Isorna, M., & Rial, A. (2017). Profiles of Internet use and parental involvement, and rates of online risks and problematic Internet use among Spanish adolescents. Computers in Human Behavior, 75, 826–833. https://doi.org/10.1016/j.chb.2017.06.027
Gottfredson, D. C., Gottfredson, G. D., & Hybl, L. G. (1993). Managing adolescent behavior a multiyear, multischool study. American Educational Research Journal, 30(1), 179–215. https://doi.org/10.2307/1163194
Hill, N. E., Castellino, D. R., Lansford, J. E., Nowlin, P., Dodge, K. A., Bates, J. E., & Pettit, G. S. (2004). Parent academic involvement as related to school behavior, achievement, and aspirations: Demographic variations across adolescence. Child development, 75(5), 1491–1509. https://dx.doi.org/10.1111%2Fj.1467-8624.2004.00753.x
Hill, N. E., & Tyson, D. F. (2009). Parental involvement in middle school: a meta-analytic assessment of the strategies that promote achievement. Developmental psychology, 45(3), 740. https://dx.doi.org/10.1037%2Fa0015362
Hong, J. S., Choi, J., Albdour, M., Willis, T. M., Kim, J., & Voisin, D. R. (2021). Future orientation and adverse outcomes of peer victimization among African American adolescents. Journal of Aggression, Maltreatment & Trauma, 30(4), 528–546. https://doi.org/10.1080/10926771.2020.1759747
Ioannidis, K., Hook, R., Goudriaan, A. E., Vlies, S., Fineberg, N. A., Grant, J. E., & Chamberlain, S. R. (2019). Cognitive deficits in problematic internet use: meta-analysis of 40 studies. The British Journal of Psychiatry, 215(5), 639–646. https://doi.org/10.1192/bjp.2019.3
Ireland, J. (2005). Psychological health and bullying behavior among adolescent prisoners: A study of young and juvenile offenders. Journal of Adolescent Health, 36(3), 236–243. https://doi.org/10.1016/j.jadohealth.2004.02.026
Karaer, Y., & Akdemir, D. (2019). Parenting styles, perceived social support and emotion regulation in adolescents with internet addiction. Comprehensive psychiatry, 92, 22–27. https://doi.org/10.1016/j.comppsych.2019.03.003
Kelleci, M., & Inal, S. (2010). Psychiatric symptoms in adolescents with Internet use: comparison without Internet use. Cyberpsychology, Behavior, and Social Networking, 13(2), 191–194. https://doi.org/10.1089/cyber.2009.0026
Khurana, A., Bleakley, A., Jordan, A. B., & Romer, D. (2015). The protective effects of parental monitoring and internet restriction on adolescents’ risk of online harassment. Journal of youth and Adolescence, 44(5), 1039–1047. https://doi.org/10.1007/s10964-014-0242-4
Kim, D. I., Chung, Y. J., Lee, E. A., Kim, D. M., & Cho, Y. M. (2008). Development of internet addiction proneness scale-short form (KS scale). The Korea Journal of Counseling, 9(4), 1703–1722. https://doi.org/10.15703/kjc.9.4.200812.1703
Kleinke, K., Reinecke, J., Salfran, D., & Spiess, M. (2020). Applied multiple imputation: advantages, pitfalls, new developments and applications in R (Statistics for social and behavioral science (1st ed.). NY: Springer
Korea Institute for Health and Social Affairs (2018). The report of the 2018 Korean Welfare Panel Study. http://repository.kihasa.re.kr/handle/201002/32629
Lee, S. G. (1999). Influencing factors on bullying at school (unpublished doctoral dissertation) Seoul, South Korea: Seoul National University
Lee, S. Y., & Yang, H. J. (2003). Father’s participation in education and youth development. Samsung Life Public Interest Foundation Social and Mental Health Research Institute. http://www.samsungfoundation.org
Lereya, S. T., Samara, M., & Wolke, D. (2013). Parenting behavior and the risk of becoming a victim and a bully/victim: A meta-analysis study. Child abuse & neglect, 37(12), 1091–1108. https://doi.org/10.1016/j.chiabu.2013.03.001
Ministry of Gender Equality & Family (2019). Adolescents’ Internet use. http://www.mogef.go.kr/eng/index.do
National Information Society Agency (2010). Self-rating Internet addiction scale for adolescents.
Oh, K. J., Lee, H. R., Hong, K. I., & Ha, E. H. (1998). Tests of K-CBCL reliability and validity. Seoul, South Korea: Central Adjustment Research
Park, H. (1998). The effects of parent-child relations and academic pressure on psychosocial problems of adolescents. Korean Journal of Child Welfare, 6, 93–118
Pfeffermann, D. (1993). The role of sampling weights when modeling survey data. International Statistical Review, 61(2), 317–337. https://doi.org/10.2307/1403631
Pontillo, M., Tata, M. C., Averna, R., Demaria, F., Gargiullo, P., Guerrera, S. … Vicari, S. (2019). Peer victimization and onset of social anxiety disorder in children and adolescents. Brain sciences, 9(6), 132. https://dx.doi.org/10.3390%2Fbrainsci9060132
Rikkers, W., Lawrence, D., Hafekost, J., & Zubrick, S. R. (2016). Internet use and electronic gaming by children and adolescents with emotional and behavioural problems in Australia - results from the second Child and Adolescent Survey of Mental Health and Wellbeing. BMC Public Health, 16(1), 399. https://doi.org/10.1186/s12889-016-3058-1
Rudolph, K. D., Lansford, J. E., Agoston, A. M., Sugimura, N., Schwartz, D., Dodge, K. A., & Bates, J. E. (2014). Peer victimization and social alienation: Predicting deviant peer affiliation in middle school. Child development, 85(1), 124–139. https://doi.org/10.1111/cdev.12112
Shapira, N. A., Lessig, M. C., Goldsmith, T. D., Szabo, S. T., Lazoritz, M., Gold, M. S., & Stein, D. J. (2003). Problematic internet use: proposed classification and diagnostic criteria. Depression and Anxiety, 17(4), 207–216. https://doi.org/10.1002/da.10094
Tateno, M., Teo, A. R., Ukai, W., Kanazawa, J., Katsuki, R., Kubo, H., & Kato, T. A. (2019). Internet addiction, smartphone addiction, and Hikikomori trait in Japanese young adult: social isolation and social network. Frontiers in psychiatry, 10, 455. https://doi.org/10.3389/fpsyt.2019.00455
Seoul Children’s Panel. (2005). Questionnaire for Seoul Children’s Development and Welfare Survey. Seoul National University Institute of Social Sciences. www.kossda.snu.ac.kr
Yao, M. Z., He, J., Ko, D. M., & Pang, K. (2014). The influence of personality, parental behaviors, and self-esteem on Internet addiction: a study of Chinese college students. Cyberpsychology, behavior, and social networking, 17(2), 104–110. https://doi.org/10.1089/cyber.2012.0710
Zick, C. D., Bryant, W. K., & Österbacka, E. (2001). Mothers’ employment, parental involvement, and the implications for intermediate child outcomes. Social science research, 30(1), 25–49. https://doi.org/10.1006/ssre.2000.0685
Zsila, Á., Orosz, G., Király, O., Urbán, R., Ujhelyi, A., Jármi, É. … Demetrovics, Z. (2018). Psychoactive substance use and problematic internet use as predictors of bullying and cyberbullying victimization. International journal of mental health and addiction, 16(2), 466–479. https://doi.org/10.1007/s11469-017-9809-0
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Choi, J., Han, CK. & Kang, S. Bullying Victimization, Social Withdrawal, and Problematic Internet Use: A Moderated Mediation Model of Parental Involvement in Education among Korean Adolescents. Child Ind Res 15, 1889–1903 (2022). https://doi.org/10.1007/s12187-022-09934-4
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DOI: https://doi.org/10.1007/s12187-022-09934-4
Keywords
- Problematic internet use
- Bullying victimization
- Social withdrawal
- Parental involvement in education
- Moderated mediation