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在一项具有代表性的人群调查中,使用因子分析模型来检验注意力缺陷多动障碍症状与健康相关结果之间的关联。

Using factor analytic models to examine the association between attention-deficit/hyperactivity disorder symptoms and health-related outcomes in a representative population survey.

作者信息

Sorge Geoff B, Flora David B, van der Maas Mark, Vingilis Evelyn, Erickson Patricia, Kolla Nathan J, Mann Robert E, Seeley Jane, Toplak Maggie E

机构信息

Department of Psychology, York University, Toronto, ON, Canada.

出版信息

Atten Defic Hyperact Disord. 2015 Sep;7(3):225-35. doi: 10.1007/s12402-015-0167-0. Epub 2015 Mar 26.

Abstract

The objective of the study was to examine the factor structure of attention-deficit/hyperactivity disorder (ADHD) symptoms in a representative population survey of adults and the association of these factors with health outcomes. Hierarchical and correlated factor analysis models were compared, and regression analyses with these models were used to determine the associations with psychological distress and substance use problems. A total of 1449 adults 18-65 years of age participated in a cross-sectional survey over the phone. ADHD symptom data came from an ADHD screener (10 items), and health outcomes were assessed using a questionnaire measuring psychological distress and two measures of substance use problems. The hierarchical general factor models with specific factors best represented the structure of ADHD in this representative population survey. The general factor and residual inattention factor were significantly associated with psychological distress, and the general factor was associated with substance use problems. From the correlated factor models, the inattention factor was associated with psychological distress and the hyperactivity factor was related to substance use problems. The hierarchical and correlated factor models explained similar levels of variance in outcomes. The results replicate previous studies indicating that a model of ADHD symptoms with a unitary dimension and separable dimensions of residual inattention and hyperactivity/impulsivity demonstrates a better fit than correlated factor models. The ADHD general factor was consistently significantly related to outcomes.

摘要

本研究的目的是在一项具有代表性的成人群体调查中,检验注意力缺陷多动障碍(ADHD)症状的因子结构,以及这些因子与健康结局之间的关联。对分层因子分析模型和相关因子分析模型进行了比较,并使用这些模型进行回归分析,以确定与心理困扰和物质使用问题的关联。共有1449名18至65岁的成年人通过电话参与了一项横断面调查。ADHD症状数据来自一份ADHD筛查量表(10个项目),健康结局通过一份测量心理困扰的问卷以及两项物质使用问题测量指标进行评估。在这项具有代表性的群体调查中,带有特定因子的分层一般因子模型最能体现ADHD的结构。一般因子和残余注意力不集中因子与心理困扰显著相关,一般因子与物质使用问题相关。从相关因子模型来看,注意力不集中因子与心理困扰相关,多动因子与物质使用问题相关。分层因子模型和相关因子模型对结局变异的解释程度相似。研究结果重复了之前的研究,表明一个具有单一维度以及残余注意力不集中和多动/冲动可分维度的ADHD症状模型比相关因子模型拟合度更好。ADHD一般因子始终与结局显著相关。

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