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Gepubliceerd in: Journal of Child and Family Studies 2/2020

14-12-2019 | Original Paper

Patterns of Problem Behaviors and Predictors of Class Membership among Adolescents in the Republic of Korea: A Latent Class Analysis

Auteurs: Sunhee Park, Junghee Kim

Gepubliceerd in: Journal of Child and Family Studies | Uitgave 2/2020

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Abstract

Objectives

Although subgroups of adolescent problem behaviors (PBs) may exist and have different characteristics, most available studies have focused on exploring a single PB. Thus, we aimed to investigate latent classes of adolescent PBs and to identify important predictors of latent class membership.

Methods

We analyzed nationally representative secondary data—Waves 4 and 5 of the Korean Children & Youth Panel Survey—obtained from the 2010 cohort of seventh graders and their parents. Specifically, using seven PBs (e.g., daily smoking, monthly drinking, and sexual intercourse) measured in Wave 5, we conducted a latent class analysis (LCA) to identify the model that best fit the data. In the next step, we conducted an LCA with covariates to investigate Wave-4 predictors of latent class membership.

Results

In our study, a three-latent-class model best fit the data: the Low Risk class (78%) characterized by low probabilities of engagement in all PBs, Non-Habitual Alcohol Use class (14%), and Habitual Cigarette and Alcohol Use class (7%). In addition, successful predictors of latent class membership included gender, parental education, friendships, relationships with teachers, parental affection, abuse inflicted by parents, and aggression.

Conclusions

Health professionals should develop interventions tailored to each homogeneous subgroups of PBs in order to obtain more effective outcomes. Additionally, when developing these interventions, they should consider multilevel characteristics (e.g., individual, peer, and parental factors) that differentiate these subgroups.
Literatuur
go back to reference Agnew, R. (2004). Stability and change in crime over the life course: a strain theory explanation. In T. P. Thornberry (Ed.), Developmental theories of crime and delinquency. New Brunswick, NJ: Transaction. Agnew, R. (2004). Stability and change in crime over the life course: a strain theory explanation. In T. P. Thornberry (Ed.), Developmental theories of crime and delinquency. New Brunswick, NJ: Transaction.
go back to reference Akers, R. (2009). Social learning and social structure: a general theory of crime and deviance. New Brunswick, NJ: Transaction. Akers, R. (2009). Social learning and social structure: a general theory of crime and deviance. New Brunswick, NJ: Transaction.
go back to reference Bergin, C. C., & Bergin, D. A. (2014). Child and adolescent development in your classroom. Stamford, CT: Cengage Learning. Bergin, C. C., & Bergin, D. A. (2014). Child and adolescent development in your classroom. Stamford, CT: Cengage Learning.
go back to reference Bierman, K. L. (2004). Peer rejection: developmental processes and intervention strategies. New York, NY: Guilford Publications. Bierman, K. L. (2004). Peer rejection: developmental processes and intervention strategies. New York, NY: Guilford Publications.
go back to reference Bronfenbrenner, U. (1979). The ecology of human development: experiments by nature and design. Cambridge, MA: Harvard University Press. Bronfenbrenner, U. (1979). The ecology of human development: experiments by nature and design. Cambridge, MA: Harvard University Press.
go back to reference Chen, C., Greenberger, E., Lester, J., Dong, Q., & Guo, M. S. (1998). A cross-cultural study of family and peer correlates of adolescent misconduct. Developmental Psychology, 34(4), 770–781.CrossRef Chen, C., Greenberger, E., Lester, J., Dong, Q., & Guo, M. S. (1998). A cross-cultural study of family and peer correlates of adolescent misconduct. Developmental Psychology, 34(4), 770–781.CrossRef
go back to reference Collins, L. M., & Lanza, S. T. (2010). Latent class and latent transition analysis: with applications in the social, behavioral, and health sciences. Hoboken, NJ: John Wiley & Sons. Collins, L. M., & Lanza, S. T. (2010). Latent class and latent transition analysis: with applications in the social, behavioral, and health sciences. Hoboken, NJ: John Wiley & Sons.
go back to reference Donovan, J. E., & Jessor, R. (2016). Problem behavior theory and the problem behavior syndrome. In R. Jessor (Ed.), The origins and development of problem behavior theory: the collected works of Richard Jessor (pp. 89–109). Cham, Switzerland: Springer International Publishing.CrossRef Donovan, J. E., & Jessor, R. (2016). Problem behavior theory and the problem behavior syndrome. In R. Jessor (Ed.), The origins and development of problem behavior theory: the collected works of Richard Jessor (pp. 89–109). Cham, Switzerland: Springer International Publishing.CrossRef
go back to reference Donovan, J. E, Jessor, R., & Costa, F. M. (2016). Replicating the co-variation of adolescent problem behavior. In R. Jessor (Ed.), The origins and development of problem behavior theory: the collected works of Richard Jessor (pp. 111–116). Cham, Switzerland: Springer International Publishing. Donovan, J. E, Jessor, R., & Costa, F. M. (2016). Replicating the co-variation of adolescent problem behavior. In R. Jessor (Ed.), The origins and development of problem behavior theory: the collected works of Richard Jessor (pp. 111–116). Cham, Switzerland: Springer International Publishing.
go back to reference Dwyer, K., & Osher, D. (2000). Safeguarding our children: an action guide. Washington, DC: U.S. Department of Education, American Institutes for Research. Dwyer, K., & Osher, D. (2000). Safeguarding our children: an action guide. Washington, DC: U.S. Department of Education, American Institutes for Research.
go back to reference Fox, H. B., McManus, M. A., & Arnold, K. N. (2010). Significant multiple risk behaviors among U.S. high school students. Washington, DC: The National Alliance to Advance Adolescent Health. Fox, H. B., McManus, M. A., & Arnold, K. N. (2010). Significant multiple risk behaviors among U.S. high school students. Washington, DC: The National Alliance to Advance Adolescent Health.
go back to reference Gottfredson, M. R., & Hirschi, T. (1990). A general theory of crime. Stanford, CA: Stanford University Press. Gottfredson, M. R., & Hirschi, T. (1990). A general theory of crime. Stanford, CA: Stanford University Press.
go back to reference Grusec, J. E., & Hastings, P. D. (2014). Handbook of socialization, second edition: theory and research. New York, NY: Guilford Publlications. Grusec, J. E., & Hastings, P. D. (2014). Handbook of socialization, second edition: theory and research. New York, NY: Guilford Publlications.
go back to reference Hwang, S., Kim, D., Kang, T., Son, J., Kim, H., & Kim, J. (2016). 2016 A national survey of youth risk behaviors. Busan, South Korea: Korea Youth Councelling and Welfare Institute. Hwang, S., Kim, D., Kang, T., Son, J., Kim, H., & Kim, J. (2016). 2016 A national survey of youth risk behaviors. Busan, South Korea: Korea Youth Councelling and Welfare Institute.
go back to reference Jessor, R. (2016). Problem behavior theory over the years. In R. Jessor (Ed.), The origins and development of problem behavior theory: the collected works of richard jessor (pp. 15–42). Cham, Switzerland: Springer International Publishing.CrossRef Jessor, R. (2016). Problem behavior theory over the years. In R. Jessor (Ed.), The origins and development of problem behavior theory: the collected works of richard jessor (pp. 15–42). Cham, Switzerland: Springer International Publishing.CrossRef
go back to reference Jessor, R., & Jessor, S. L. (1977). Problem behavior and psychosocial development: a longitudinal study of youth. New York, NY: Academic Press. Jessor, R., & Jessor, S. L. (1977). Problem behavior and psychosocial development: a longitudinal study of youth. New York, NY: Academic Press.
go back to reference Junger-Tas, J., Marshall, I. H., Enzmann, D., Killias, M., Steketee, M., & Gruszczynska, B. (2010). Juvenile delinquency in Europe and beyond. New York, NY: Springer.CrossRef Junger-Tas, J., Marshall, I. H., Enzmann, D., Killias, M., Steketee, M., & Gruszczynska, B. (2010). Juvenile delinquency in Europe and beyond. New York, NY: Springer.CrossRef
go back to reference Kalton, G., & Miller, M. E. (1986). Effects of adjustments for wave nonresponse on panel survey estimates. In Proceedings of the Survey Research Methods Section (pp. 194–199). Alexandria, VA: American Statistical Association. Kalton, G., & Miller, M. E. (1986). Effects of adjustments for wave nonresponse on panel survey estimates. In Proceedings of the Survey Research Methods Section (pp. 194–199). Alexandria, VA: American Statistical Association.
go back to reference Kang, C. (2002). Analysis of related factors on high school students smoking and drinking in Incheon (Unpublished master’s thesis). Seoul, South Korea: Yonsei University. Kang, C. (2002). Analysis of related factors on high school students smoking and drinking in Incheon (Unpublished master’s thesis). Seoul, South Korea: Yonsei University.
go back to reference Kelly, J. G. (2017). Adolescent boys in high school: a psychological study of coping and adaptation. London, UK: Taylor & Francis.CrossRef Kelly, J. G. (2017). Adolescent boys in high school: a psychological study of coping and adaptation. London, UK: Taylor & Francis.CrossRef
go back to reference Kite, M. E., & Whitley, B. E. (2018). Principles of research in behavioral science: fourth edition. New York, NY: Taylor & Francis.CrossRef Kite, M. E., & Whitley, B. E. (2018). Principles of research in behavioral science: fourth edition. New York, NY: Taylor & Francis.CrossRef
go back to reference Lanza, S. T., Dziak, J. J., Huang, L., Wagner, A., & Collins, L. M. (2015). PROC LCA & PROC LTA users' guide (Version 1.3.2). University Park: The Methodology Center, Penn State. http://methodology.psu.edu. Lanza, S. T., Dziak, J. J., Huang, L., Wagner, A., & Collins, L. M. (2015). PROC LCA & PROC LTA users' guide (Version 1.3.2). University Park: The Methodology Center, Penn State. http://​methodology.​psu.​edu.
go back to reference Lerner, R. M., & Steinberg, L. (2009). Handbook of adolescent psychology, volume 1: Individual bases of adolescent development. Hoboken, NJ: John Wiley & Sons.CrossRef Lerner, R. M., & Steinberg, L. (2009). Handbook of adolescent psychology, volume 1: Individual bases of adolescent development. Hoboken, NJ: John Wiley & Sons.CrossRef
go back to reference Loeber, R., Slot, N. W., Hoeve, M., & Van Der Laan, P. (2008). Tomorrow's criminals: the development of child delinquency and effective interventions. Farnham, UK: Ashgate. Loeber, R., Slot, N. W., Hoeve, M., & Van Der Laan, P. (2008). Tomorrow's criminals: the development of child delinquency and effective interventions. Farnham, UK: Ashgate.
go back to reference Ministry of Education, & Korea Centers for Disease Control and Prevention. (2016). The twelves Korea youth risk behavior web-based survey. Osong, South Korea: Korea Centers for Disease Control and Prevention. Ministry of Education, & Korea Centers for Disease Control and Prevention. (2016). The twelves Korea youth risk behavior web-based survey. Osong, South Korea: Korea Centers for Disease Control and Prevention.
go back to reference Ministry of Gender Equality & Family (2014). 2014 Comprehensive survey of Korean youth. Seoul, South Korea: Ministry of Gender Equality & Family. Ministry of Gender Equality & Family (2014). 2014 Comprehensive survey of Korean youth. Seoul, South Korea: Ministry of Gender Equality & Family.
go back to reference National Youth Policy Institute. (2015). Users' guide for 1-5th Korean children and youth panel survey (KCYPS). Sejong, South Korea: National Youth Policy Institute. National Youth Policy Institute. (2015). Users' guide for 1-5th Korean children and youth panel survey (KCYPS). Sejong, South Korea: National Youth Policy Institute.
go back to reference National Youth Policy Institute. (2016). The code book for 1-6th Korean children and youth panel survey (KCYPS). Sejong, South Korea: National Youth Policy Institute. National Youth Policy Institute. (2016). The code book for 1-6th Korean children and youth panel survey (KCYPS). Sejong, South Korea: National Youth Policy Institute.
go back to reference Terzian, M. A., Andrews, K. M., & Moore, K. A. (2011). Preventing multiple risky behaviors among adolescents: seven strategies. Washington, DC: Child Trends. Terzian, M. A., Andrews, K. M., & Moore, K. A. (2011). Preventing multiple risky behaviors among adolescents: seven strategies. Washington, DC: Child Trends.
go back to reference Triandis, H. C. (2018). Individualism and collectivism. New York, NY: Routledge.CrossRef Triandis, H. C. (2018). Individualism and collectivism. New York, NY: Routledge.CrossRef
go back to reference World Health Organization. (2015). Preventing youth violence: an overview of the evidence. Geneva, Switzerland: World Health Organization. World Health Organization. (2015). Preventing youth violence: an overview of the evidence. Geneva, Switzerland: World Health Organization.
go back to reference Zionts, P., Zionts, L., & Simpson, R. L. (2002). Emotional and behavioral problems: a handbook for understanding and handling students. Thousand Oaks, CA: Corwin Press. Zionts, P., Zionts, L., & Simpson, R. L. (2002). Emotional and behavioral problems: a handbook for understanding and handling students. Thousand Oaks, CA: Corwin Press.
Metagegevens
Titel
Patterns of Problem Behaviors and Predictors of Class Membership among Adolescents in the Republic of Korea: A Latent Class Analysis
Auteurs
Sunhee Park
Junghee Kim
Publicatiedatum
14-12-2019
Uitgeverij
Springer US
Gepubliceerd in
Journal of Child and Family Studies / Uitgave 2/2020
Print ISSN: 1062-1024
Elektronisch ISSN: 1573-2843
DOI
https://doi.org/10.1007/s10826-019-01688-y

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