Yampolskaya Svetlana, Chuang Emmeline, Walker Connie
a Department of Child & Family Studies , University of South Florida , Tampa , FL , USA.
b Department of Health Policy and Management , UCLA Fielding School of Public Health , Los Angeles , CA , USA.
Subst Use Misuse. 2019;54(3):437-448. doi: 10.1080/10826084.2018.1504079. Epub 2019 Jan 18.
Maltreated children experience a variety of adverse outcomes including substance use problems. Although previous research indicated that there may be distinct trajectories of substance use among these youth, studies have examined them as if they were a single homogeneous group.
The goals of this study were to explore substance use trajectories among child welfare-involved youth and to identify characteristics that distinguish substance use trajectories.
Data from the National Survey of Child and Adolescent Well-Being (NSCAW II) were used. Multilevel latent growth mixture modeling (MLGMM) was performed using a subsample of 625 youth from ages 11-17 years investigated for maltreatment in 2008-2009. Measures included self-reported use of substance use during the previous 30 days, demographic characteristics, maltreatment history, placement in out-of-home care, and behavioral health problems.
MLGMM identified two distinct substance use trajectory classes including High Stable Substance Use and Rapid Progression Use. Findings suggest that the experience of physical abuse is the key factor that distinguishes the two groups. When the effects of class-specific covariates were examined, results suggest that involvement in substance use behavior and its escalation vary between groups and are affected by youth's different previous experiences. Conclusions/Importance: The results have important implications for understanding individual differences in substance use behavior over time and how these differences were shaped by youth's experiences of family adversity. Study findings may be helpful for developing and enhancing the effectiveness of interventions targeted at decreasing substance use behaviors in child welfare-involved youth.
受虐待儿童会经历各种不良后果,包括物质使用问题。尽管先前的研究表明,这些青少年的物质使用轨迹可能存在差异,但相关研究却将他们视为一个单一的同质群体进行考察。
本研究旨在探讨参与儿童福利事务的青少年的物质使用轨迹,并确定区分这些轨迹的特征。
使用了来自全国儿童和青少年福祉调查(NSCAW II)的数据。对2008年至2009年接受虐待调查的625名11至17岁青少年的子样本进行了多层次潜在增长混合模型(MLGMM)分析。测量指标包括过去30天内自我报告的物质使用情况、人口统计学特征、虐待史、家庭外照料安置情况以及行为健康问题。
MLGMM确定了两种不同的物质使用轨迹类别,即高稳定物质使用和快速进展使用。研究结果表明,身体虐待经历是区分这两组的关键因素。在检验特定类别协变量的影响时,结果表明,参与物质使用行为及其升级在不同组之间存在差异,并受到青少年不同既往经历的影响。结论/重要性:这些结果对于理解物质使用行为随时间的个体差异以及这些差异如何受到青少年家庭逆境经历的影响具有重要意义。研究结果可能有助于制定和提高针对减少参与儿童福利事务的青少年物质使用行为的干预措施的有效性。