Epidemiology Divsion, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Department of Educational Studies, Faculty of Education, Brock University, St. Catharines, Ontario, Canada.
Ann Epidemiol. 2021 Mar;55:50-56.e1. doi: 10.1016/j.annepidem.2020.09.011. Epub 2020 Sep 29.
The purpose of this study is to use province-wide lead testing data from school drinking water systems and standardized educational assessments to investigate the association between lead exposure in schools and educational outcomes in Ontario, Canada for 2008-09 to 2015-16 school years.
Lead testing data were linked to assessment results in reading, writing, and mathematics from Ontario's Education Quality and Accountability Office and school neighborhood characteristics from the Ontario Marginalization Index. Sequential negative binomial models were used to estimate the relative risk of lower Education Quality and Accountability Office achievement in schools with lead exceedances in the preceding year, compared with those without.
Between 2008-09 and 2015-16, 78% of schools with Education Quality and Accountability Office scores were linked to lead testing results. In schools with lead exceedances, 8% more students failed to achieve the provincial standard for math (95% confidence interval (CI) = 1.07-1.09), 6% more students failed to achieve the provincial standard for reading (95% CI = 1.05-1.08), and 10% more students failed to achieve the provincial standard for writing (95% CI = 1.08-1.11). Associations of attenuated magnitude persisted after covariate adjustment.
Routinely collected lead testing data from school drinking water systems are associated with educational outcomes in the school-aged population and may present an opportunity for ongoing investigation of childhood lead exposures.
本研究旨在利用安大略省学校饮用水系统的全省范围的铅检测数据和标准化教育评估,调查 2008-09 至 2015-16 学年加拿大安大略省学校铅暴露与教育成果之间的关系。
将铅检测数据与安大略省教育质量和问责办公室的阅读、写作和数学评估结果以及安大略省边缘化指数的学校邻里特征相关联。使用序贯负二项式模型估计在前一年铅超标学校的教育质量和问责办公室成绩相对较低的风险,与没有铅超标的学校相比。
在 2008-09 年至 2015-16 年期间,78%具有教育质量和问责办公室成绩的学校与铅检测结果相关联。在铅超标的学校中,有 8%的学生未能达到数学省级标准(95%置信区间(CI)为 1.07-1.09),有 6%的学生未能达到阅读省级标准(95%CI 为 1.05-1.08),有 10%的学生未能达到写作省级标准(95%CI 为 1.08-1.11)。在调整了协变量后,这种关联的程度仍然存在。
从学校饮用水系统中定期收集的铅检测数据与学龄人群的教育成果相关联,可能为持续调查儿童期铅暴露提供机会。