铅暴露降低学习成绩:强度、持续时间和营养物质

A. Hollingsworth, Mike Huang, I. Rudik, Nicholas J. Sanders
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引用次数: 6

摘要

我们利用一个自然实验,一个大型的国家汽车比赛组织从含铅燃料转向无铅燃料,研究环境铅暴露和营养如何影响小学的学习。每一场比赛平均排放超过10公斤的铅,这与美国一个机场或一个中等铅排放工业设施的年排放量相当。铅暴露水平和持续时间的增加对学习成绩产生负面影响,改变了整个学习成绩分布,对年幼和年长的儿童都产生负面影响。我们提供了准实验证据,将测量到的铅排放量与考试成绩下降联系起来,为解决环境铅和排放源问题的政策提供了必要的信息。暴露在额外10公斤的铅排放物中会使标准化考试成绩降低0.07个标准差。按现值计算,这相当于每名受治疗学生的平均收入减少9000美元,其效果相当于教师增加值提高一个标准差,班级规模减少10名学生,或每名学生的学校支出增加2500美元。铅的边际影响在贫困、非白人县和接触时间较长的学生中更大,即使在控制了总接触后也是如此。与更好的营养有关的因素——最明显的是食用富含钙的食物,如牛奶——有助于减轻铅暴露与教育成绩下降之间的联系。这些结果表明,改善儿童营养有助于对抗铅的负面影响,解决几个突出的社会问题,包括种族测试差距、不同收入群体的人力资本形成以及区域环境正义的差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lead Exposure Reduces Academic Performance: Intensity, Duration, and Nutrition Matter
We leverage a natural experiment, where a large national automotive racing organization switched from leaded to unleaded fuel, to study how ambient lead exposure and nutrition impact learning in elementary school. The average race emitted more than 10 kilograms of lead — a quantity similar to the annual emissions of an airport or a median lead-emitting industrial facility in the United States. Increased levels and duration of exposure to lead negatively affect academic performance, shift the entire academic performance distribution, and negatively impact both younger and older children. We provide quasi-experimental evidence linking measured quantities of lead emissions to decreased test scores, information essential for policies addressing ambient lead and emission sources. Exposure to 10 additional kilograms of lead emissions reduces standardized test scores by 0.07 standard deviations. This corresponds to an average income reduction of $9,000 per treated student in present value terms, an effect of similar magnitude as improving teacher value added by one standard deviation, reducing class size by 10 students, or increasing school spending per pupil by $2,500. The marginal impacts of lead are larger in impoverished, non-white counties, and among students with greater duration of exposure, even after controlling for total exposure. Factors correlated with better nutrition — most notably consumption of calcium-rich foods like milk — help mitigate the link between lead exposure and reduced educational outcomes. These results show that improved child nutrition can help combat the negative effects of lead, addressing several prominent social issues including racial test gaps, human capital formation across income groups, and disparities in regional environmental justice.
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