首页> 外文期刊>Prevention science: the official journal of the Society for Prevention Research >The developmental impact of two first grade preventive interventions on aggressive/disruptive behavior in childhood and adolescence: an application of latent transition growth mixture modeling.
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The developmental impact of two first grade preventive interventions on aggressive/disruptive behavior in childhood and adolescence: an application of latent transition growth mixture modeling.

机译:两种一级预防性干预措施对儿童和青少年的侵略性/破坏性行为的发展影响:潜在过渡生长混合物建模的应用。

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摘要

We examine the impact of two universal preventive interventions in first grade on the growth of aggressive/disruptive behavior in grades 1-3 and 6-12 through the application of a latent transition growth mixture model (LT-GMM). Both the classroom-centered and family-centered interventions were designed to reduce the risk for later conduct problems by enhancing the child behavior management practices of teachers and parents, respectively. We first modeled growth trajectories in each of the two time periods with separate GMMs. We then associated latent trajectory classes of aggressive/disruptive behavior across the two time periods using a transition model for the corresponding latent class variables. Subsequently, we tested whether the interventions had direct effects on trajectory class membership in grades 1-3 and 6-12. For males, both the classroom-centered and family-centered interventions had significant direct effects on trajectory class membership in grades 6-12, whereas only the classroom-centered intervention had a significant effect on class membership in grades 1-3. Significant direct effects for females were confined to grades 1-3 for the classroom-centered intervention. Further analyses revealed that both the classroom-centered and family-centered intervention males were significantly more likely than control males to transition from the high trajectory class in grades 1-3 to a low class in grades 6-12. Effects for females in classroom-centered interventions went in the hypothesized direction but did not reach significance.
机译:我们通过应用潜在的过渡生长混合模型(LT-GMM),研究了第一年的两种普遍预防干预措施对1-3和6-12年级攻击/破坏行为增长的影响。以教室为中心的干预措施和以家庭为中心的干预措施均旨在通过分别加强教师和家长的儿童行为管理实践来降低以后发生行为问题的风险。我们首先使用单独的GMM对两个时间段中的每个时间段的增长轨迹进行建模。然后,我们使用对应的潜在类别变量的转换模型,将两个时间段内攻击/破坏行为的潜在轨迹类别相关联。随后,我们测试了干预措施是否对1-3年级和6-12年级的轨迹班级成员有直接影响。对于男性,以课堂为中心的干预和以家庭为中心的干预对6-12年级的轨迹班级成员都有显着的直接影响,而只有以课堂为中心的干预对1-3年级的班级成员具有显着的影响。对于女性的重大直接影响以课堂为中心的干预仅限于1-3年级。进一步的分析表明,以教室为中心和以家庭为中心的干预措施男性比控制措施男性更有可能从1-3年级的高弹道班过渡到6-12年级的低线班。以教室为中心的干预措施对女性的影响朝假设的方向发展,但没有达到显着性。

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