Analyzing dynamic joint trajectories between strain and delinquency in multicultural adolescents: Application of joint trajectory modeling

Jonghyung Lee, Junvae Lee
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Abstract

This study analyzed the latent class in which the relationship between multicultural adolescents' strain and delinquency varies over time and identified the relationship between these two latent classes in order to develop intervention methods to alleviate their strain and delinquency. We utilized seven years data from MAPS of NYPI, spanning from 6th grade in elementary school to 3rd grade in high school (2013-2019). The dynamic relationships between the latent classes of strain and delinquency were analyzed using JTM, and the latent classes of these two components were analyzed using a LCGM based on a person-centered approach. Our findings revealed the existence of five distinct heterogeneous groups for strain and four for delinquency among multicultural adolescents, indicating diverse patterns of strain and delinquency behaviors. The vulnerable groups requiring welfare intervention are particularly noteworthy, constituting 17.8% of the popualtion. These groups are characterized by the following categories: S2 (“Early Low & Increasing” and S3: “Early Moderate & Increasing” in strain) and D2 (“Early Low & High Increasing” in delinquency). Given the imbalance and diversity of these latent classes, this study provides practical implications and measures for the intervention of strains and delinquency among multicultural adolescents.
多元文化青少年压力与犯罪的动态联合轨迹分析:联合轨迹模型的应用
本研究分析多元文化青少年压力与犯罪关系随时间变化的潜在类别,并确定这两个潜在类别之间的关系,以制定缓解多元文化青少年压力与犯罪的干预方法。我们使用了NYPI MAPS的7年数据,从小学6年级到高中3年级(2013-2019)。采用JTM分析了压力潜在类别与犯罪之间的动态关系,并采用以人为本的LCGM分析了这两个成分的潜在类别。多元文化青少年在压力和犯罪方面存在5个不同的异质群体和4个不同的异质群体,表明压力和犯罪行为的不同模式。需要福利干预的弱势群体尤其值得关注,占总人口的17.8%。这些群体的特点是以下几类:S2(“早期低&增加”和S3:“早期适度& &;增加“in strain”和D2(“Early Low &犯罪率“高增长”)。鉴于这些潜在类别的不平衡和多样性,本研究为多元文化青少年的紧张和犯罪的干预提供了实际意义和措施。
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