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초등학생 아동을 대상으로 K-ARS를 이용한 ADHD 관련 증상의 잠재계층 탐색

ADHD Latent Class and Its Relations to Comorbid Problems in A Korean Community Sample

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참고문헌

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주제분류심리과학

초록

본 연구에서는 K-ARS(Korean ADHD Rating Scale)를 이용하여 ADHD 관련 증상에 대한 잠재계층 분석(LCA: Latent Class Analysis)을 통해 사회문화적으로 다른 우리나라에서도 서구의 기존 연구와 유사한 ADHD 잠재계층이 추출되는지를 확인해 보고자 하였다. 특히, ADHD 잠재계층으로서 과잉행동-충동성 우세형 집단에 대한 서로 불일치되는 연구 결과의 원인을 찾아보기 위해 연령에 따라 아동 집단을 구별한 후 잠재계층 분석을 실시하여 연령과 과잉행동-충동성 우세형 유형과의 연관성을 살펴보고자 하였다. K-ARS의 18문항에 대하여 1732명(남아 904명, 여아 828명)의 초등학생 아동을 연령에 따라 저연령군(6-7세) 집단, 중간 연령군(8-10세) 집단, 그리고 고연령군(11-12세) 집단으로 구분한 후 잠재계층 분석을 실시하였다. 잠재계층 분석 결과, 저연령군 집단에서는 5개의 잠재계층이 가장 적절한 잠재계층으로 추출되었으며, 이들은 2개의 복합형(증상의 정도에 따라 심각한 수준과 경미한 수준으로 구분됨) 집단과 1개의 부주의 우세형 집단, 1개의 문제없는 집단, 그리고 1개의 과잉행동-충동성 우세형 집단으로 구분할 수 있었다. 중간 연령군 집단 및 고연령군 집단에서는 6개의 잠재계층이 가장 적절한 잠재계층으로 추출되었으며, 이들은 3개의 복합형(심각한 수준, 중간 수준, 경미한 수준으로 구분됨) 집단과 2개의 부주의 우세형(심각한 수준과 경미한 수준으로 구분됨) 집단, 그리고 1개의 문제없는 집단으로 구분할 수 있었다. 그러나, 저연령군 집단에서 관찰되었던 과잉행동-충동성 우세형 집단은 중간 연령군과 고연령군 집단에서는 관찰되지 않았다. 또한, 서구 선행 연구에서 보고된 말이 많은 충동적(talkative-impulsive) 집단은 본 연구에서는 단독 잠재계층으로 나타나지 않았다. 이를 토대로 ADHD 잠재계층에 대한 기존 연구와의 유사점과 차이점, 그리고 시사점에 대해 논의하였으며, ADHD 정의 및 진단과 관련하여 ADHD 아동 연구를 위한 적절한 후속 연구 내용과 방법에 대해 제안하였다.

Abstract

The aim of this study is to explore the latent classes of ADHD in order to determine if the latent class structure of the ADHD subtypes found in western countries can be replicated in a sample of culturally different Korean children sample. Previous studies have shown inconsistency regarding hyperactive-impulsive subtypes: some studies have reported that there were no hyperactive-impulsive subtypes and others stated that there were indeed hyperactive-impulsive subtypes. Therefore, the present study sought the reasons for these discrepancies of the ADHD latent subgroups by classifying three different age groups using low, middle, and high age thresholds. The Korean version of the ADHD Rating Scale (K-ARS) was completed by 1732 mothers of children between the ages of 6 to 12 (904 boys and 828 girls) and who were attending elementary schools in the greater Seoul metropolitan area. Latent class analysis was applied to the 18 items of the K-ARS. LCA revealed a five-cluster ADHD model as the best fit with the non-symptomatic class and 4 ADHD classes for the children who were 6 to 7 years of age. The 4 ADHD classes can be grouped into three subtypes: 2 combined classes (Severe Combined or Mild Combined), 1 inattentive class, and 1 hyperactive-impulsive class. LCA also revealed the six-cluster ADHD models as the best fit with a non-symptomatic class and the 5 the ADHD classes as the best fit for children 8 to 10 and 11 to 12 years of age, respectively. The 5 ADHD classes can be grouped in two subtypes: 3 combined classes (Severe Combined, Moderate Combined or Mild Combined) and 2 inattentive classes (Severe Inattentive or Mild Inattentive) without a hyperactive-impulsive class. That is, the low age group was of the predominant hyperactive-impulsive class, but the middle and high age groups were not of the hyperactive-impulsive predominant class. In addition, no talkative-impulsive class emerged as a separate class in the present study, either. We also discuss the similarities and differences and their implications between the previous study and present study regarding the ADHD latent classes and comorbid problems.

참고문헌 (57)

  1. 김붕년, "경증 주의력결핍-과잉운동 장애 아동의 특성에 관한 지역사회기반연구", 신경정신의학, 41(1), pp.~122 (2002), 대한신경정신의학회
  2. 김영신, "한국어판 부모 및 교사용 ADHD 평가 척도(K-ARS)의 규준연구", 신경정신의학, 42(3), pp.352~359 (2003), 대한신경정신의학회
  3. 김효원, "지역 사회 주의력 결핍 과잉행동장애 아동의 아형에 따른 기질 및 성격특성과 공존병리", 석사, pp.2006
  4. 변희정, "주의력 결핍 과잉행동장애의 정신과적 동반 질환", 석사, pp.2004
  5. 조수철, "파탄적 행동장애의 유병율에 대한 연구", 소아청소년정신의학, 5(1), pp.141~149 (1994)
  6. Acosta, M. T., "Latent class subtyping of attention -deficit", hyperactivity disorder and comorbid conditions, 2008, pp.47, 797~807
  7. Althoff, R. R., "The latent class structure of ADHD is stable across informants", Twin Research and Human Genetics, 9(4), pp.507~522 (2006)
  8. American Psychiatric Association, "Diagnostic and statistical manual of mental disorders (3rd ed.)" (1980), American Psychiatric Association
  9. American Psychiatric Association, "Diagnostic and statistical manual of mental disorders (3rd ed. Rev.)" (1987), American Psychiatric Association
  10. American Psychiatric Association, "Diagnostic and statistical manual of mental disorders (4th ed.)" (1994), American Psychiatric Association
  11. Anderson, J. C., "DSM-Ⅲ disorders in preadolescent children. Prevalence in a large sample from the general population", Archives of General Psychiatry, 44(1), pp.69~76 (1987)
  12. Applegate, B., "Validity of the age-of-onset criterion for ADHD: a report from the DSM-IV field trials", Journal of the American Academy of Child and Adolescent Psychiatry, 36(9), pp.1211~1221 (1997)
  13. August, G. J., "Diagnostic stability of ADHD in a community sample of school-aged children screened for disruptive behavior", Journal of Abnormal Child Psychology, 26(5), pp.345~356 (1998)
  14. Hyperactivity Disorder. In Child Psychopathology, "Attention-Deficit", pp.2003, Barkley,R.A
  15. Barkley,R.A, "Issues in the diagnosis of attention-deficit", hyperactivity disorder in children, 2003, pp.25(2), 77~83
  16. Barkley, R. A., "The adolescent outcome of hyperactive children diagnosed by research criteria: I. An 8-year prospective follow-up study", Journal of the American Academy of Child and Adolescent Psychiatry, 29(4), pp.546~557 (1990)
  17. Biederman, J., "Predictors of persistence and remission of ADHD into adolescence: results from a four-year prospective follow-up study", Journal of the American Academy of Child and Adolescent Psychiatry, 35(3), pp.343~351 (1996)
  18. Biederman, J., "Comorbidity of attention deficit hyperactivity disorder with conduct, depressive, anxiety, and other disorders", American Journal of Psychiatry, 148(5), pp.564~577 (1991)
  19. Bird, H. R., "Patterns of diagnostic comorbidity in a community sample of children aged 9 through 16 years", Journal of the American Academy of Child and Adolescent Psychiatry, 32(2), pp.361~368 (1993)
  20. Carr, L., "Cognitive control and attentional selection in adolescents with ADHD versus ADD", Journal of Clinical Child and Adolescent Psychology, 39(6), pp.726~740 (2010)
  21. Cohen, P., "Mechanisms of the relation between perinatal problems, early childhood illness, and psychopathology in late childhood and adolescence", Child Development, 60(3), pp.701~709 (1989)
  22. de Nijs, P. F., "No hyperactive-impulsive subtype in teacher-rated attention-deficit", hyperactivity problems, 2007, pp.16(1), 25~32
  23. Douglas,V.I, "Attention and cognitive problems. In Developmental neuropsychiatry", pp.280~329 (1983), Guilford Press
  24. Douglas, V. I., "Toward a clearer definition of the attentional deficit of hyperactive children. In Attention and the development of cognitive skills", pp.173~248 (1978), Plenum Press
  25. DuPaul, G. J., "Teacher ratings of attention deficit hyperactivity disorder symptoms: Factor structure and normative data", Psychological Assessment, 9(4), pp.436~444 (1997)
  26. Eaves, L. J., "Analyzing twin resemblance in multisymptom data: genetic applications of a latent class model for symptoms of conduct disorder in juvenile boys", Behavior Genetics, 23(1), pp.5~19 (1993)
  27. Elia, J., "ADHD latent class clusters: DSM-IV subtypes and comorbidity", Psychiatry Research, 170(2), pp.192~198 (2009)
  28. Fischer, M., "The stability of dimensions of behavior in ADHD and normal children over an 8 year period", Journal of Abnormal Child Psychology, 21(3), pp.315~337 (1993)
  29. Hart, E. L., "Developmental change in attention-deficit hyperactivity disorder in boys: a four-year longitudinal study", Journal of Abnormal Child Psychology, 23(6), pp.729~749 (1995)
  30. Hirshfeld-Becker, D. R., "Temperamental correlates of disruptive behavior disorders in young children: preliminary findings", Biological Psychiatry, 51(7), pp.563~574 (2002)
  31. Hudziak, J. J., "Latent class and factor analysis of DSM-IV ADHD: a twin study of female adolescents", Journal of the American Academy of Child and Adolescent Psychiatry, 37(8), pp.848~857 (1998)
  32. Hudziak, J. J., "Latent class analysis of Child Behavior Checklist attention problems", Journal of the American Academy of Child and Adolescent Psychiatry, 38(8), pp.985~991 (1999)
  33. Jarrett, M. A., "A conceptual review of the comorbidity of attention-deficit", hyperactivity disorder and anxiety: Implications for future research and practice, 2008, pp.28, 1266~1280
  34. Jensen, P. S., "ADHD comorbidity findings from the MTA study: comparing comorbid subgroups", Journal of the American Academy of Child and Adolescent Psychiatry, 40(2), pp.147~158 (2001)
  35. Jensen, P. S., "Comorbidity in ADHD: implications for research, practice, and DSM-V", Journal of the American Academy of Child and Adolescent Psychiatry, 36(8), pp.1065~1079 (1997)
  36. Kendler, K. S., "The identification and validation of distinct depressive syndromes in a population-based sample of female twins", Archives of General Psychiatry, 53(5), pp.391~399 (1996)
  37. Langberg, J. M., "The transition to middle school is associated with changes in the developmental trajectory of ADHD symptomatology in young adolescents with ADHD", Journal of Clinical Child & Adolescent Psychology, 37(3), pp.651~663 (2008)
  38. Larsson, H., "Genetic contributions to the development of ADHD subtypes from childhood to adolescence", Journal of the American Academy of Child and Adolescent Psychiatry, 45(8), pp.973~981 (2006)
  39. Levy, F., "Attention-deficit hyperactivity disorder: a category or a continuum? Genetic analysis of a large-scale twin study", Journal of the American Academy of Child and Adolescent Psychiatry, 36(6), pp.737~744 (1997)
  40. McConaughy, S. H., "Comorbidity of empirically based syndromes in matched general population and clinical samples", Journal of Child Psychology and Psychiatry, 35(6), pp.1141~1157 (1994)
  41. Muthen, B. O., "MplusUser'sGuide.FifthEdition" (2009), Muthen & Muthen
  42. Nadder, T. S., "Genetic effects on ADHD symptomatology in 7- to 13-year-old twins: results from a telephone survey", Behavior Genetics, 28(2), pp.83~99 (1998)
  43. Neuman, R. J., "Latent class analysis of ADHD and comorbid symptoms in a population sample of adolescent female twins", Journal of Child Psychology and Psychiatry, 42(7), pp.933~942 (2001)
  44. Neuman, R. J., "Evaluation of ADHD typology in three contrasting samples: a latent class approach", Journal of the American Academy of Child and Adolescent Psychiatry, 38(1), pp.25~33 (1999)
  45. Nigg, J. T., "Temperament and attention deficit hyperactivity disorder: the development of a multiple pathway model", Journal of Clinical Child & Adolescent Psychology, 33(1), pp.42~53 (2004)
  46. Nylund, K. L., "Deciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation study", Structure Equation Modeling, 14(4), pp.535~569 (2007)
  47. Ostrander, R., "Diagnosing attention deficit disorders with the Behavioral Assessment System for Children and the Child Behavior Checklist: test and construct validity analyses using optimal discriminant classification trees", Journal of Consulting and Clinical Psychology, 66(4), pp.660~672 (1998)
  48. Rasmussen, E. R., "Replication of the latent class structure of Attention-Deficit", Hyperactivity Disorder (ADHD) subtypes in a sample of Australian twins, 2002, pp.43(8), 1018~1028
  49. Rasmussen, E. R., "Familial clustering of latent class and DSM-IV defined attention-deficit", hyperactivity disorder (ADHD) subtypes, 2004, pp.45(3), 589~598
  50. Rohde, L. A., "Factor and latent class analysis of DSM-IV ADHD symptoms in a school sample of Brazilian adolescents", Journal of the American Academy of Child and Adolescent Psychiatry, 40(6), pp.711~718 (2001)
  51. Schmitz, M., "Do hyperactive symptoms matter in ADHD-I restricted phenotype", Journal of Clinical Child and Adolescent Psychology, 39(6), pp.741~748 (2010)
  52. Sherman, D. K., "Twin concordance for attention deficit hyperactivity disorder: a comparison of teachers' and mothers' reports", American Journal of Psychiatry, 154(4), pp.532~535 (1997)
  53. Todd, R. D., "Familiality and heritability of subtypes of attention deficit hyperactivity disorder in a population sample of adolescent female twins", American Journal of Psychiatry, 158(11), pp.1891~1898 (2001)
  54. Todd, R. D., "Discrimination of DSM-IV and latent class attention-deficit", hyperactivity disorder subtypes by educational and cognitive performance in a population-based sample of child and adolescent twins, 2002, pp.41(7), 820~828
  55. Volk, H. E., "Validation of population-based ADHD subtypes and identification of three clinically impaired subtypes", American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 141B(3), pp.312~318 (2006)
  56. Volk, H. E., "A systematic evaluation of ADHD and comorbid psychopathology in a population-based twin sample", Journal of the American Academy of Child and Adolescent Psychiatry, 44(8), pp.768~775 (2005)
  57. Yoo, H. J., "Biogenetic temperament and character and attention deficit hyperactivity disorder in Korean children", Psychopathology, 39(1), pp.25~31 (2006)

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