Lubke Gitta H, Muthén Bengt, Moilanen Irma K, McGough James J, Loo Sandra K, Swanson James M, Yang May H, Taanila Anja, Hurtig Tuula, Järvelin Marjo-Riitta, Smalley Susan L
University of Notre Dame, Notre Dame, IN, USA.
J Am Acad Child Adolesc Psychiatry. 2007 Dec;46(12):1584-93. doi: 10.1097/chi.0b013e31815750dd.
To investigate whether behaviors of inattention, hyperactivity, and impulsivity among adolescents in Northern Finland reflect qualitatively distinct subtypes of ADHD, variants along a single continuum of severity, or of severity differences within subtypes.
Latent class models, exploratory factor models, and factor mixture models were applied to questionnaire data of ADHD behaviors obtained from the Northern Finland Birth Cohort (NFBC). Latent class models correspond to qualitatively distinct subtypes, factor analysis corresponds to severity differences, and factor mixture analysis allows for both subtypes and severity differences within subtypes.
A comparison of the different models shows that models that distinguish between a low scoring majority class (unaffecteds) and a high scoring minority class (affecteds), and allow for two factors (inattentive, hyperactive-impulsive) with severity differences provide the best fit.
The analysis provides support that a high-scoring minority group (8.8% of males and 6.8% of females) likely reflects an ADHD group in the Northern Finland Birth Cohort, whereas the majority of the population falls into a low-scoring group of unaffecteds. Distinct factors composed of items of inattention and hyperactivity-impulsivity are evident for both sexes with considerable variability in severity within each class.
探讨芬兰北部青少年的注意力不集中、多动和冲动行为是否反映了注意缺陷多动障碍(ADHD)在性质上不同的亚型、单一严重程度连续体上的变体,或亚型内的严重程度差异。
将潜在类别模型、探索性因素模型和因素混合模型应用于从芬兰北部出生队列(NFBC)获得的ADHD行为问卷数据。潜在类别模型对应于性质上不同的亚型,因素分析对应于严重程度差异,因素混合分析允许同时存在亚型和亚型内的严重程度差异。
不同模型的比较表明,区分低分多数类(未受影响者)和高分少数类(受影响者),并允许存在两个具有严重程度差异的因素(注意力不集中、多动-冲动)的模型拟合效果最佳。
分析结果支持,高分少数群体(男性占8.8%,女性占6.8%)可能反映了芬兰北部出生队列中的ADHD群体,而大多数人属于低分未受影响群体。由注意力不集中和多动-冲动项目组成的不同因素在两性中均很明显,且每个类别内严重程度存在相当大的差异。