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邻里种族构成与儿童自评健康轨迹:纵向倾向得分的应用

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

作者信息

Root Elisabeth Dowling, Humphrey Jamie L

机构信息

Institute of Behavioral Sciences, Department of Geography, University of Colorado at Boulder, USA.

Institute of Behavioral Sciences, Department of Geography, University of Colorado at Boulder, USA.

出版信息

Soc Sci Med. 2014 Nov;120:31-9. doi: 10.1016/j.socscimed.2014.09.006. Epub 2014 Sep 3.

Abstract

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.

摘要

儿童在多种社会环境中成长,包括家庭、学校和社区。这些环境在决定儿童幸福方面所起的作用是动态的,并且在儿童中早期会发生变化。最近关于社区环境与健康的文献表明,构建健康轨迹所涉及的生命历程过程在横断面分析中没有得到充分体现,而横断面分析一直是该领域许多研究的实证重点。在本研究中,我们使用了来自幼儿纵向研究——幼儿园队列(ECLS-K)调查的约21400名美国学童的全国代表性纵向样本,以检验社区种族构成的纵向测量对幼儿园至8年级儿童自我评估健康的影响。我们采用具有随时间变化倾向得分的两级多水平纵向逻辑回归模型,来检验幼儿园至8年级儿童自我评估健康的初始状态和轨迹的变化。由于ECLS-K跟踪了儿童随时间的流动性,我们能够模拟社区种族构成变化的影响。我们发现,儿童种族、家庭社会经济地位和父母婚姻状况对初始自我评估健康状况不佳存在显著差异,但没有证据表明健康轨迹随时间发生变化。使用随时间变化的倾向得分,我们发现社区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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本文引用的文献

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