Population Studies Center, University of Pennsylvania, 3718 Locust Walk, Philadelphia, PA, USA.
Department of Economics and Sociology and Population Studies Center, University of Pennsylvania, 133 South 36th Street, Philadelphia, PA, USA.
Soc Sci Res. 2022 Jul;105:102691. doi: 10.1016/j.ssresearch.2021.102691. Epub 2022 Feb 11.
This paper investigates whether associations between birth weights and prenatal ambient environmental conditions-pollution and extreme temperatures-differ by 1) maternal education; 2) children's innate health; and 3) interactions between these two. We link birth records from Guangzhou, China, during a period of high pollution, to ambient air pollution (PM and a composite measure) and extreme temperature data. We first use mean regressions to test whether, overall, maternal education is an "effect modifier" in the relationships between ambient air pollution, extreme temperature, and birth weight. We then use conditional quantile regressions to test for effect heterogeneity according to the unobserved innate vulnerability of babies after conditioning on other confounders. Results show that 1) the negative association between ambient exposures and birth weight is twice as large at lower conditional quantiles of birth weights as at the median; 2) the protection associated with college-educated mothers with respect to pollution and extreme heat is heterogeneous and potentially substantial: between 0.02 and 0.34 standard deviations of birth weights, depending on the conditional quantiles; 3) this protection is amplified under more extreme ambient conditions and for infants with greater unobserved innate vulnerabilities.
本文研究了出生体重与产前环境条件(污染和极端温度)之间的关联是否因以下因素而有所不同:1)母亲的教育程度;2)儿童先天健康状况;3)这两个因素之间的相互作用。我们将中国广州高污染时期的出生记录与环境空气污染(PM 和综合指标)和极端温度数据相关联。我们首先使用均值回归来检验整体而言,母亲的教育程度是否是环境空气污染、极端温度与出生体重之间关系的“效应修饰剂”。然后,我们使用条件分位数回归,在 Conditioning 其他混杂因素后,根据婴儿未被观察到的先天脆弱性来测试效应异质性。结果表明:1)环境暴露与出生体重之间的负相关关系在出生体重的较低条件分位数处是中位数处的两倍大;2)受大学教育的母亲对污染和极端高温的保护作用是异质的,且可能很大:取决于条件分位数,出生体重的标准差在 0.02 到 0.34 之间;3)在更极端的环境条件下,以及对于先天脆弱性更大的婴儿,这种保护作用会增强。