McClaine Rachel N, Connell Arin M, Magee Kelsey E, Ha Thao, Westling Erika, Brown-Iannuzzi Jazmin, Stormshak Elizabeth, Shaw Daniel S
Department of Psychological Sciences, Case Western Reserve University.
Department of Psychiatry, University of Pittsburgh.
J Clin Child Adolesc Psychol. 2024 Jun 13:1-13. doi: 10.1080/15374416.2024.2359063.
The current study investigated sex differences in longitudinal associations among youth depression, conduct problems, and peer rejection from ages 11 to 16. We hypothesized that girls would follow the irritable depression model, which posits that depression leads to conduct problems, and that peer rejection would mediate this relationship. We hypothesized that boys would follow the cumulative failure model, which suggests that conduct problems predict future depression, mediated by peer rejection.
We used integrative data analysis to combine three datasets, creating an aggregate sample of 2,322 adolescents, 58.4% of an ethnic minority group, and 51.3% boys. Using random-intercept cross-lagged panel modeling with data from ages 11-16, we conducted a nested model comparison.
Results indicated that a model which allowed paths to differ by sex demonstrated better model fit than a constrained model. While depression, conduct problems, and peer rejection were relatively stable over time and had correlated random intercepts, there were few crossover paths between these domains for either sex. When the strengths of individual crossover pathways were compared based on sex, only the path from conduct problems at age 13 to depression at age 14 was significantly different, with this path being stronger for girls.
These results suggest that stable, between-person effects largely drive relationships between depression, conduct problems, and peer rejection during adolescence, whereas there are few transactional, within-person pathways between these domains. This pattern of findings demonstrates the utility of random intercept cross-lagged panel modeling for disentangling between- and within-person effects.
本研究调查了11至16岁青少年抑郁、行为问题和同伴拒绝之间纵向关联的性别差异。我们假设女孩会遵循易激惹性抑郁模型,该模型认为抑郁会导致行为问题,且同伴拒绝会介导这种关系。我们假设男孩会遵循累积失败模型,该模型表明行为问题会预测未来的抑郁,由同伴拒绝介导。
我们使用整合数据分析来合并三个数据集,创建了一个由2322名青少年组成的总体样本,其中58.4%为少数族裔,51.3%为男孩。使用来自11至16岁数据的随机截距交叉滞后面板模型,我们进行了嵌套模型比较。
结果表明,允许路径因性别而异的模型比受限模型具有更好的模型拟合度。虽然抑郁、行为问题和同伴拒绝对时间来说相对稳定且具有相关的随机截距,但这两个领域在性别上的交叉路径很少。当根据性别比较个体交叉路径的强度时,只有从13岁时的行为问题到14岁时的抑郁这条路径存在显著差异,且这条路径对女孩来说更强。
这些结果表明,稳定的个体间效应在很大程度上驱动了青春期抑郁、行为问题和同伴拒绝之间的关系,而这些领域之间的个体内交互路径很少。这种研究结果模式证明了随机截距交叉滞后面板模型在区分个体间和个体内效应方面的效用。