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Assessing the longitudinal course of depression and economic integration of south‐east Asian refugees: an application of latent growth curve analysis

机译:评估东南亚难民的抑郁和经济一体化的纵向过程:潜在增长曲线分析的应用

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摘要

This paper has both methodological and substantive application for mental‐health researchers. Methodologically, it presents the latent growth curve (LGC) technique within a structural equation modelling (SEM) framework as a powerful tool to analyse change in depressive symptoms and potential correlates of such changes. The rationale for LGC analysis and subsequent elaboration of this statistical approach are presented. The limitations of traditional analytical methods are also addressed. Substantively, the paper considers socio‐contextual factors as correlates of change in symptoms, and examines the dynamic systematic relationship with the degree of economic integration of south‐east Asian immigrants in Canada over time. Using the LGC technique, this study also investigated how the longitudinal course of sub‐clinical depression places individuals at risk for developing full‐blown major depression. The LGC results provided strong evidence for the reciprocal influence between economic integration and subclinical depression of immigrants. The initial level of economic integration negatively influenced the rate of change in subclinical depression whereas the initial level of sub‐clinical depression negatively influenced the rate of change in economic integration. Both initial level and the rate of change in subclinical depression placed individuals at risk for full‐blown major depression. However, traditional auto‐regressive models were not capable of revealing these dynamic associations. Thus, an investigation of within‐individual change in symptoms and potential correlates of such changes is necessary to understand the process that results in full‐blown mental disorder. Copyright © 2002 Whurr Publishers Ltd.
机译:本文对精神卫生研究人员既有方法论的应用,也有实质性的应用。从方法上讲,它在结构方程模型(SEM)框架内提出了潜在增长曲线(LGC)技术,作为分析抑郁症状变化和此类变化的潜在关联的有力工具。介绍了LGC分析的原理以及随后对该统计方法的阐述。还解决了传统分析方法的局限性。实质上,本文将社会语境因素视为症状变化的相关因素,并考察了随着时间的推移,加拿大移民与东南亚移民经济一体化程度之间的动态系统关系。这项研究还使用LGC技术研究了亚临床抑郁症的纵向进程如何使个体处于发展成年的严重抑郁症的风险中。 LGC结果为经济一体化与移民亚临床抑郁症之间的相互影响提供了有力的证据。经济一体化的初始水平对亚临床抑郁症的变化率具有负面影响,而亚临床抑郁症的初始水平对经济一体化的变化率具有负面影响。亚临床抑郁症的初始水平和变化率都使个体处于全面性严重抑郁症的风险中。但是,传统的自回归模型无法揭示这些动态关联。因此,有必要对症状内部变化以及此类变化的潜在相关因素进行调查,以了解导致全面精神障碍的过程。版权所有©2002 Whurr Publishers Ltd.

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