DOI QR코드

DOI QR Code

초기 청소년기 정서행동문제의 종단적 변화에 따른 잠재프로파일 분류 및 전이 영향요인 분석

Predicting Longitudinal Patterns of Emotional and Behavioral Problems in Early Adolescence : A Latent Class and Latent Transition Analysis

  • 김빛나 (연세대학교 아동.가족학과) ;
  • 장혜인 (연세대학교 아동.가족학과) ;
  • 박주희 (연세대학교 아동.가족학과)
  • Kim, Bitna (Yonsei University, Department of Child & Family Studies) ;
  • Jang, Hyein (Yonsei University, Department of Child & Family Studies) ;
  • Park, Ju Hee (Yonsei University, Department of Child & Family Studies)
  • 투고 : 2021.12.14
  • 심사 : 2022.01.27
  • 발행 : 2022.02.28

초록

Using a person-centered approach, the current study investigated latent profiles for the emotional and behavioral problems of students in sixth-grade in elementary school and second grade of middle school. The aim was to explore latent transition patterns and verify the factors affecting the transitions. The participants were 1,937 adolescents who responded to the 3rd year (6th grade of elementary school; Time 1), 4th year (1st grade of middle school), and 5th year (2nd grade of middle school; Time 2) of the Korean Children Youth Panel Study. Latent profile and latent transition analyses were performed. The results were as follows: first, the latent profile of emotional and behavioral problems changed from Time 1 to Time 2. The latent groups at Time 1 were classified into low, moderate, high, and externalizing-dominant, whereas at Time 2, five groups were identified: low, moderate, high, externalizing-dominant, and withdrawal-dominant. Second, transition analyses revealed that although 22.3-57.0% of latent groups remained unchanged, there were significant changes over time between groups, as a new group ('withdrawal-dominant') emerged in Time 2. Third, different factors influenced the latent profile transition of emotional and behavioral problems depending on the transition pattern. Higher levels of self-esteem, better relationships with peers and teachers, and lower levels of parental inconsistency meant emotional and behavioral problems had not worsened at Time 2. The results suggest that early interventions are needed during the transition from childhood to early adolescence.

키워드

참고문헌

  1. Aunola, K., & Nurmi, J. (2005). The role of parenting styles in children's problem behavior. Child Development, 76(6), 1144-1159. https://doi.org/10.1111/j.1467-8624.2005.00840.x-i1
  2. Bergman, L. R., & Trost, K. (2006). The person-oriented versus the variable-oriented approach: Are they complementary, opposites, or exploring different worlds? Merrill-Palmer Quarterly, 52(3), 601-632. https://doi.org/10.1353/mpq.2006.0023
  3. Booth-LaForce, C., Oh, W., Kennedy, A. E., Rubin, K. H., RoseKrasnor, L., & Laursen, B. (2012). Parent and peer links to trajectories of anxious withdrawal from grades 5 to 8. Journal of Clinical Child & Adolescent Psychology, 41(2), 138-149. https://doi.org/10.1080/15374416.2012.651995
  4. Booth, M. Z., & Gerard, J. M. (2014). Adolescents' stage environment fit in middle and high school: The relationship between students' perceptions of their schools and themselves. Youth & Society, 46(6), 735-755. https://doi.org/10.1177/0044118X12451276
  5. Cho, J. S., & Park, K. A. (2021). The relationship between negative parenting attitude and aggressiveness perceived by middle school students: Mediating effect of social withdrawal. The Journal of Counseling Psychology Education Welfare, 8(1), 25-40. https://doi.org/10.20496/cpew.2021.8.1.25
  6. Collishaw, S. (2015). Annual research review: Secular trends in child and adolescent mental health. Journal of Child Psychology and Psychiatry, 56(3), 370-393. https://doi.org/10.1111/jcpp.12372
  7. Do, Y. R. (2021). Exploring predictors of adolescent emotional and behavioral problems using latent profile analysis and machine learning. Journal of Family Relations, 26 (3), 57-78. https://doi.org/10.21321/jfr.26.3.57
  8. Doumen, S., Verschueren, K., Buyse, E., Germeijs, V., Luyckx, K., & Soenens, B. (2008). Reciprocal relations between teacher-child conflict and aggressive behavior in kindergarten: A three-wave longitudinal study. Journal of Clinical Child & Adolescent Psychology, 37(3), 588-599. https://doi.org/10.1080/15374410802148079
  9. Eccles, J. S., Midgley, C., Wigfield, A., Buchana, C. M., &, Reuman, D. (1993). Development during adolescence: The impact of stage-environment fit on young adolescents' experiences in schools and in families. American Psychologist, 48(2), 90-101. https://doi.org/10.1037//0003-066X.48.2.90
  10. Furrer, C., & Skinner, E. (2003). Sense of relatedness as a factor in children's academic engagement and performance. Journal of Educational Psychology, 95(1), 148-162. https://doi.org/10.1037/0022-0663.95.1.148
  11. Galambos, N. L., Barker, E. T., & Almeida, D. M. (2003). Parents do matter: Trajectories of change in externalizing and internalizing problems in early adolescence. Child Development, 74(2), 578-594. https://doi.org/10.1111/1467-8624.7402017
  12. Gutman, L. M., & Eccels, J. S. (2007). Stage-environment fit during adolescence: Trajectories of family relations and adolescent outcomes. Developmental Psychology, 43(2), 522-537. https://doi.org/10.1037/0012-1649.43.2.522
  13. Ha, M. Y., & Chung, H. H. (2020). Classification of potential classes and verification of influencing factors for internalization and externalization of middle school freshmen. The Journal of Child Education, 30(2), 225-245. https://doi.org/10.17643/KJCE.2021.30.2.11
  14. Heo, M. Y. (2004). The study for the development and validation of parenting behavior inventory perceived by adolescent. Korea Journal of Youth Study, 12(2), 170-189.
  15. Hodges, E. V., Boivin, M., Vitaro, F., & Bukowski, W. M. (1999). The power of friendship: Protection against an escalating cycle of peer victimization. Developmental Psychology, 35(1), 94-101. https://doi.org/10.1037/0012-1649.35.1.94
  16. Hong, W. (2020). A latent profile analysis of adolescents' emotional/behavioral problems: The relationship between parenting attitudes and life satisfaction. Studies on Korean Youth, 31(2), 291-320. https://doi.org/10.14816/sky.2020.31.2.291
  17. Hong, Y. J., & Lee, M. K. (2014). Effects of parent-adolescent relationship on anxiety, interpersonal sensitivity and depression: Moderating effects of resilience. Studies on Korean Youth, 21(10), 445-474.
  18. Hwang, H. Y., & Kim, N. Y. (2018). Understanding parenting style profiles: Characteristics and longitudinal change. Asian Journal of Education, 19(3), 679-702. https://doi.org/10.15753/aje.2018.09.19.3.679
  19. Joe, B. H., & Lim, G. H. (2003). Development and validation of emotional or behavioral problems scale. The Korean Journal of Counseling and Psychotherapy, 15(4), 729-746.
  20. Joe, M. J., & Kim, M. J. (2014). A study of gender differences on influencing factors of internalizing/externalizing problem behaviors of adolescents: Focusing on marital conflict and attachment of parents. Journal of Critical Social Welfare, 45, 267-303.
  21. Joe, S. J., Jeon, H. J., Kim, M. J., Kim, J. K., Kim, S. O., Ryu, I. K., et al. (2001). Prevalence and correlates of depressive symptoms among the adolescents in an urban area in Korea. Journal of the Korean Neuropsychiatric Association, 40(4), 627-639.
  22. Jung, E. S., & Lee, J. Y. (2018). Developmental trajectory of self-esteem among youth: Focusing on gender difference. Korea Welfare Panel Study, 7, 473-489.
  23. Jung, T., & Wickrama, K. A. S. (2008). Recent advances in longitudinal data analysis in social and psychological research: An introduction to latent class growth analysis and growth mixture modeling. Social and Personality Psychology Compass, 2(1), 302-331. https://doi.org/10.1111/j.1751-9004.2007.00054.x
  24. Jwa, H. S. (2010). Risk factors and protective factors on internalizing problem of adolescents. Korea Journal of Youth Study, 17(10), 105-133.
  25. Kang, J. H. (2014). Developmental trajectories of internalizing and externalizing problems in late-childhood: The effect of children's gender, perceived academic achievements, parents' behaviors, and peer relations. Korean Journal of Elementary Counseling, 13(1), 155-173.
  26. Kennedy, J. H., & Kennedy, C. E. (2004). Attachment theory: Implications for school psychology. Psychology in the Schools, 41(2), 247-259. https://doi.org/10.1002/pits.10153
  27. Kerr, D. C. R., Lopez, N. L., Olson, S. L., & Sameroff, A. J. (2004). Parental discipline and externalizing behavior problems in early childhood: The roles of moral regulation and child gender. Journal of Abnormal Child Psychology, 32(4), 369-383. https://doi.org/10.1023/B:JACP.0000030291.72775.96
  28. Kim, M. J. (2019). Longitudinal relationships between youth problem behavior and antisocial peer association: Multiple-group analysis between high and low positive parenting groups. Journal of Future Social Work Research, 10(1), 107-138. https://doi.org/10.22836/KASWPR.2019.10.1.107
  29. Kim, M. Y., Cho. Y. J., & Park, B. K. (2012). The effects of relationship with family, teachers, and friends on adolescents' problem behaviors. Journal of School Social Work, 22, 49-77. https://doi.org/10.22836/kaswpr.2019.10.1.107
  30. Kim, S. A. (2011). Change in aggression, internalizing problems and the effects of early protective factors: Focusing on 4th grade to 8th grade. Korean Journal of Child Welfare, 9(1), 39-66.
  31. Kim, S. H., & Kim, K. Y. (1998). Development of behavior problem scale for children and adolescence. Journal of Korean Home Management Association, 16(4), 155-166.
  32. Kim, S. Y., & Kim, J. C. (2020). Latent profile analysis and influential factors exploration with regard to emotional and behavioral issues of adolescents. Korean Journal of Youth Studies, 27(7), 159-182. https://doi.org/10.21509/KJYS.2020.07.27.7.159
  33. Kim, S. Y., & Song, J. Y. (2020). Latent transition analysis between the latent profiles of parenting styles and the growth latent classes of adolescents' task values. Studies on Korean Youth, 31(2), 123-154. https://doi.org/10.14816/sky.2020.31.2.123
  34. Kim, Y. K., & Park, J. H. (2018). Developmental trajectories of social withdrawal in the transition from childhood to early adolescence: The effects of intrusive parenting and peer competence. Korean Journal of Child Studies, 39(4), 93-105. https://doi.org/10.5723/kjcs.2018.39.4.93
  35. Lee, C. S. (2000). Influences of home environment, school environment and self-esteem on adolescent's ego-identity in Cheju. Journal of Education Science, 23(3). 27-50.
  36. Lee, E. G., & Han, S. Y. (2016). Effects of affection, monitoring and inconsistent parenting on the emotional problems of children and adolescents. The Korean Journal of the Human Development, 23(3), 153-172. https://doi.org/10.15284/kjhd.2016.23.3.153
  37. Lee, H. J., Son, S. K., & Hong, S. H. (2018). Testing the autoregressive cross-lagged effects between adolescents' life satisfaction, school learning activities and friendship: Multigroup analysis across gender. Studies on Korean Youth, 29(1), 209-238. https://doi.org/10.14816/sky.2018.29.1.209
  38. Lee, J. E., & Bae, S. M. (2015). Casual relation among interpersonal relationship satisfaction, internet game addiction, and emotional problems in early adolescents. The Korean Journal of Health Psychology, 20(3), 687-701. https://doi.org/10.17315/kjhp.2015.20.3.011
  39. Lee, J. Y. (2014). The longitudinal effects of temperaments and parenting on problem behaviors in adolescence: Moderated mediation effects of parenting by gender. Korean Journal of Clinical Psychology, 33(4), 851-874. https://doi.org/10.15842/kjcp.2014.33.4.011
  40. Lee, J. Y., & Oh, K. J. (2010). The effects of temperament and gender on adolescent depressive-delinquent comorbid class: A latent profile analysis. Korean Journal of Clinical Psychology, 29(1), 53-72. https://doi.org/10.15842/kjcp.2010.29.1.004
  41. Lee, Y. J., & Choi, M. S. (2018). Profiles of emotional and behavior problems as predictors of problematic internet use in adolescents. Journal of Learner-Centered Curriculum and Instruction, 18(12), 497-521. https://doi.org/10.22251/jlcci.2018.18.12.497
  42. Leve, L. D., Kim, H. K., & Pears, K. C. (2005). Childhood temperament and family environment as predictors of internalizing and externalizing trajectories from ages 5 to 17. Journal of Abnormal Child Psychology, 33(5), 505-520. https://doi.org/10.1007/s10802-005-6734-7
  43. Lim, G. O. (2017). Effects of parenting styles on depression and aggression in adolescents. Family and Family Therapy, 25(2). 251-274. https://doi.org/10.21479/KAFT.2017.25.2.251
  44. Lim, S. J., & Kim, K. H. (2020). The effect of inconsistent parenting style on adolescents' ego-resilience and peer attachment: The moderated mediation effect of gender. Korean Journal of Social Welfare Research, 65, 5-37. https://doi.org/10.17997/SWRY.65.1.1
  45. Masselink, M., Van Roekel, E., & Oldehinkel, A. J. (2018). Self-esteem in early adolescence as predictor of depressive symptoms in late adolescence and early adulthood: The mediating role of motivational and social factors. Journal of Youth and Adolescence, 47(5), 932-946. https://doi.org/10.1007/s10964-017-0727-z
  46. Miers, A. C., Blote, A. W., Heyne, D. A., & Westenberg, P. M. (2014). Developmental pathways of social avoidance across adolescence: The role of social anxiety and negative cognition. Journal of Anxiety Disorders, 28(8), 787-794. https://doi.org/10.1016/j.janxdis.2014.09.008
  47. Ministry of Education, Ministry of Health & Welfare, Korea Disease Control and Prevention Agency (2021). 16th Korean Youth Health Behavior Survey. Cheongju: Korea Disease Control and Prevention Agency.
  48. Min, B. S. (1991). The effects of school life adjustment and self-concept on academic achievement (Unpublished master's thesis). Hongik University, Seoul, Korea.
  49. Moffitt, T. E. (1993). Adolescence-limited and life-course-persistent antisocial behavior: A developmental taxonomy. Psychological Bulletin, 100(4), 674-701. https://doi.org/10.1037/0033-295X.100.4.674
  50. Moon, K. M. (1995). Mother's child rearing attitudes and children's school adaptation (Unpublished master's thesis). Hanyang University, Seoul, Korea.
  51. Moon, J. H., & Baik, J. S. (2020). A comparative study of the influence of relationship with parents, peer and teacher on academic self-efficacy and achievement motivation in early and middle adolescence. Journal of the Korea Institute of Youth Facility and Environment, 10(3), 39-50.
  52. Myers, S. S., & Pianta, R. C. (2008). Developmental commentary: Individual and contextual influences on student-teacher relationships and children's early problem behaviors. Journal of Clinical Child & Adolescent Psychology, 37(3), 600-608. https://doi.org/10.1080/15374410802148160
  53. Nam, J. M., Sung, H. R., & Kwon, S. Y. (2014). Effects of psychological control and affective parenting on internalized and externalized behaviors in junior middle schoolers. The Korean Journal of Developmental Psychology, 27(3), 147-167.
  54. Orth, U., & Robins, R. W. (2014). The development of self-esteem. Current Directions in Psychological Science, 23(5), 381-387. https://doi.org/10.1177/0963721414547414
  55. Orth, U., Erol, R. Y., & Luciano, E. C. (2018). Development of self-esteem from age 4 to 94 years: A meta-analysis of longitudinal studies. Psychological Bulletin, 144(10), 1045-1080. https://doi.org/10.1037/bul0000161
  56. Park, S. T., & Lim, S. O. (2017). Structural correlations of psychological anxiety, appearance-oriented attitude, self-esteem and behavioral problems: Multi-group analysis in gender and grade level. The Journal of the Korea Contents Association, 17 (2), 449-466. https://doi.org/10.5392/JKCA.2017.17.02.449
  57. Park, Y. S., & Kim, U. C. (2008). The quality of life and interpersonal relationships among Korean adolescents. The Korean Journal of Educational Psychology, 22(4), 801-836.
  58. Reitz, E., Dekovic, M., & Meijer, A. M. (2006). Relations between parenting and externalizing and internalizing problem behaviour in early adolescence: Child behaviour as moderator and predictor. Journal of Adolescence, 29(3), 419-435. https://doi.org/10.1016/j.adolescence.2005.08.003
  59. Rhee, C. M., & Yang, M. S. (2006). A study on adolescent problem behaviors in transition: Focused on family and school environments. Korea Journal of Counseling, 7(3), 865-883.
  60. Rosenberg, M. (1965). Society and adolescent self-images. Princeton, NJ: Princeton University Press.
  61. Siegel, L. J., & Welsh, B. C. (2018). Juvenile delinquency: Theory, practice, and law(13th Ed). Belmont, CA: Wadsworth Publishing.
  62. Sohn, B. D. (2019). Mediating effects of smoking, drinking and depression between peer relationship problems and socio.economic factors among adolescent. Journal of Korean Criminological Association, 13(3), 87-98. https://doi.org/10.29095/JKCA.13.3.4
  63. Supreme Prosecutor's Office Republic of Korea (2019). Criminal analysis statistics. Seoul: Supreme Prosecutor's Office Republic of Korea.
  64. Whipp, A. M., Korhonen, T., Raevuori, A., Heikkila, K., Pulkkinen, L., Rose, R. J., et al. (2019). Early adolescent aggression predicts antisocial personality disorder in young adults: A population-based study. European Child & Adolescent Psychiatry, 28(3), 341-350. https://doi.org/10.1007/s00787-018-1198-9
  65. Wicks-Nelson, R., & Israel, A. C. (1991). Behavior disorders of childhood. Englewood Cliffs. NJ: Prentice Hall.
  66. Yeom, J. W., & Cho, H. I. (2016). The longitudinal relationship among externalizing and internalizing problem behaviors and school adjustment using autoregressive cross-lagged model. The Korean Journal of Educational Psychology, 30(1), 195-223. https://doi.org/10.17286/KJEP.2016.30.1.08
  67. Yeom, H. S., Lim, S. A., & Lee, E. J. (2019). The longitudinal changes in latent profiles of teacher, peer and parents relationships: Transition from elementary to middle school. Korean Education Inquiry, 37(3), 207-231. https://doi.org/10.22327/kei.2019.37.3.207
  68. Yoo, S. H. (2007). Student expectations and perceptions of the transition from elementary to middle school. The Journal of Elementary Education, 20(1), 355-375.
  69. Zimmer-Gembeck, M. J., Chipuer, H. M., Hanisch, M., Creed, A., & McGregor, L. (2006). Relationships at school and stage-environment fit as resources for adolescent engagement and achievement. Journal of Adolescence, 29(6), 911-933. https://doi.org/10.1016/j.adolescence.2006.04.008