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Does money really matter? Estimating impacts of family income on young children's achievement with data from random-assignment experiments.金钱真的重要吗?利用随机分配实验的数据估计家庭收入对幼儿成绩的影响。
Dev Psychol. 2011 Sep;47(5):1263-79. doi: 10.1037/a0023875.
2
Testing a series of causal propositions relating time in child care to children's externalizing behavior.测试一系列与儿童在日托中心的时间有关的因果命题与儿童外化行为的关系。
Dev Psychol. 2010 Jan;46(1):1-17. doi: 10.1037/a0017886.
3
Structural and Process Features in Three Types of Child Care for Children from High and Low Income Families.高收入和低收入家庭儿童的三种儿童保育类型中的结构和过程特征
Early Child Res Q. 2008 Jan 1;23(1):69-93. doi: 10.1016/j.ecresq.2007.06.003.
4
From statistical associations to causation: what developmentalists can learn from instrumental variables techniques coupled with experimental data.从统计关联到因果关系:发展心理学家可以从工具变量技术与实验数据中学到什么。
Dev Psychol. 2008 Mar;44(2):381-94. doi: 10.1037/0012-1649.44.2.381.
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Young children's social information processing: family antecedents and behavioral correlates.幼儿的社会信息加工:家庭 antecedents 与行为关联
Dev Psychol. 2007 Jul;43(4):838-49. doi: 10.1037/0012-1649.43.4.838.
6
Are there long-term effects of early child care?早期儿童保育有长期影响吗?
Child Dev. 2007 Mar-Apr;78(2):681-701. doi: 10.1111/j.1467-8624.2007.01021.x.
7
The effects of universal pre-K on cognitive development.普及学前教育对认知发展的影响。
Dev Psychol. 2005 Nov;41(6):872-84. doi: 10.1037/0012-1649.41.6.872.
8
Early childhood care and education: effects on ethnic and racial gaps in school readiness.幼儿保育与教育:对入学准备方面种族差距的影响
Future Child. 2005 Spring;15(1):169-96. doi: 10.1353/foc.2005.0005.
9
Remarks on the analysis of causal relationships in population research.关于人群研究中因果关系分析的评论
Demography. 2005 Feb;42(1):91-108. doi: 10.1353/dem.2005.0006.
10
Transition to child care: associations with infant-mother attachment, infant negative emotion, and cortisol elevations.过渡到日托:与婴儿-母亲依恋、婴儿负面情绪及皮质醇升高的关联。
Child Dev. 2004 May-Jun;75(3):639-50. doi: 10.1111/j.1467-8624.2004.00698.x.

两种方法的比较:比较回归和工具变量估计对低收入家庭儿童随后的外化行为的学前儿童保育类型的影响。

A tale of two methods: comparing regression and instrumental variables estimates of the effects of preschool child care type on the subsequent externalizing behavior of children in low-income families.

机构信息

Department of Human Development and Family Studies, University of North Carolina at Greensboro, P.O. Box 26170, Greensboro, NC 27402-6170, USA.

出版信息

Dev Psychol. 2010 Sep;46(5):1030-48. doi: 10.1037/a0020384.

DOI:10.1037/a0020384
PMID:20822221
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3263530/
Abstract

We apply instrumental variables (IV) techniques to a pooled data set of employment-focused experiments to examine the relation between type of preschool childcare and subsequent externalizing problem behavior for a large sample of low-income children. To assess the potential usefulness of this approach for addressing biases that can confound causal inferences in child care research, we compare instrumental variables results with those obtained using ordinary least squares (OLS) regression. We find that our OLS estimates concur with prior studies showing small positive associations between center-based care and later externalizing behavior. By contrast, our IV estimates indicate that preschool-aged children with center care experience are rated by mothers and teachers as having fewer externalizing problems on entering elementary school than their peers who were not in child care as preschoolers. Findings are discussed in relation to the literature on associations between different types of community-based child care and children's social behavior, particularly within low-income populations. Moreover, we use this study to highlight the relative strengths and weaknesses of each analytic method for addressing causal questions in developmental research.

摘要

我们运用工具变量(IV)技术对一组聚焦就业的实验的汇总数据进行分析,以考察大规模低收入儿童样本中,学前儿童保育的类型与随后外化问题行为之间的关系。为了评估这种方法在解决可能混淆儿童保育研究因果推断的偏差方面的潜在有用性,我们将工具变量的结果与使用普通最小二乘法(OLS)回归得到的结果进行了比较。我们发现,我们的 OLS 估计与先前的研究结果一致,表明中心式保育与后期外化行为之间存在较小的正相关关系。相比之下,我们的 IV 估计表明,与没有接受过学前保育的同龄人相比,进入小学时,接受过中心保育的学龄前儿童在母亲和教师的评价中,外化问题较少。研究结果与关于不同类型的基于社区的儿童保育与儿童社会行为之间的关系的文献进行了讨论,特别是在低收入人群中。此外,我们利用这项研究强调了每种分析方法在解决发展研究中的因果问题方面的相对优势和劣势。