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Neighborhood racial composition and trajectories of child self-rated health: An application of longitudinal propensity scores

机译:儿童自评健康状况的邻里种族构成和轨迹:纵向倾向得分的应用

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摘要

Children function within multiple socio-environmental contexts including family, school, and neighborhood. The role each of these contexts play in determining well-being is dynamic and changes throughout early-middle childhood. Recent literature on neighborhood context and health suggests that the life-course processes involved in building trajectories of health are not adequately captured in cross-sectional analysis, which has been the empirical focus of much of the research in this area. In this study we use a nationally representative longitudinal sample of approximately 21,400 United States school children derived from the Early Childhood Longitudinal Study - Kindergarten Cohort (ECLS-K) survey to examine the impact of longitudinal measures of neighborhood racial composition on child self-rated health between kindergarten and 8th grade. We employ two-level multilevel longitudinal logistic regression models with time-varying propensity scores to examine variation in the initial status and trajectories of child self-rated health between kindergarten and 8th grade. Since the ECLS-K tracked child mobility over time, we are able to model the impact of changes in neighborhood racial composition. We find significant differences in initial poor self-rated health by child race, household socioeconomic status and parental marital status but no evidence of a change in trajectory of health over time. Using time-varying propensity scores, we find no effect of neighborhood racial composition on initial health status or health status trajectories.
机译:儿童在包括家庭,学校和社区在内的多种社会环境环境中工作。这些情境在确定幸福感中的作用是动态的,并且在整个儿童早期阶段都在变化。关于邻里环境和健康的最新文献表明,在横截面分析中未能充分捕捉到构建健康轨迹的生命过程,这已成为该领域许多研究的经验重点。在这项研究中,我们使用了全国代表性的纵向样本,该样本来自大约21,400名美国学龄儿童,该样本来自儿童早期纵向研究-幼稚园队列(ECLS-K)调查,以检验邻里种族构成的纵向指标对儿童自我评估健康的影响在幼儿园和八年级之间。我们采用具有时变倾向得分的两级多级纵向logistic回归模型来检验幼儿园至8年级儿童的初始状态和儿童自我评估健康状况的轨迹变化。由于ECLS-K随着时间的推移跟踪了儿童的流动性,因此我们能够对邻里种族构成变化的影响进行建模。我们发现,根据儿童种族,家庭社会经济状况和父母婚姻状况,最初的自我评估健康状况存在显着差异,但没有证据表明健康状况会随着时间的推移而发生变化。使用随时间变化的倾向得分,我们发现邻里种族构成对初始健康状况或健康状况轨迹没有影响。

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