Air Quality & Public Health Group, Environmental Hazards and Emergencies Department, Centre for Radiation, Chemical and Environmental Hazards, Public Health England, Harwell Science and Innovation Campus, Chilton, Oxon, OX11 0RQ, UK.
Air Quality & Public Health Group, Environmental Hazards and Emergencies Department, Centre for Radiation, Chemical and Environmental Hazards, Public Health England, Harwell Science and Innovation Campus, Chilton, Oxon, OX11 0RQ, UK.
Environ Res. 2021 Jun;197:111038. doi: 10.1016/j.envres.2021.111038. Epub 2021 Mar 18.
Exposure to air pollution poses a significant risk to children's health. However, there is not currently a full and clear understanding of how many schools in England are in locations with high concentrations of air pollutants, and few studies have examined potential associations between air quality outside schools and socio-economic inequalities. To address these gaps, in this part of our study we used modelled air pollution concentrations, as well as monitoring data, to estimate how many schools in England are co-located with levels of annual mean PM that exceed the WHO recommended annual mean limit of 10 μgm, and matched school annual mean PM concentrations to inequality metrics. We assessed the limitations of our methodology by carrying out a sensitivity analysis using a small patch of high-resolution air pollution data generated using a data extrapolation method. Mapping of modelled annual mean concentrations at school locations indicates that around 7800 schools in England - over a third of schools - are in areas where annual mean PM in 2017 exceeded the WHO recommended guideline (10 μgm). Currently over 3.3 million pupils are attending these schools. We also found that air pollution outside schools is likely to be compounding existing childhood socio-economic disadvantage. Schools in areas with high annual mean PM levels (>12 μgm) had a significantly higher median intake of pupils on free school meals (17.8%) compared to schools in low PM areas (<6 μgm PM, 6.5% on free school meals). Schools in the highest PM concentration range had significantly higher ethnic minority pupil proportion (78.3%) compared to schools in the lowest concentration range (6.8%). We also found that in major urban conurbations, ethnically diverse schools with high PM concentrations are more likely to be near major roads, and less likely to be near significant greenspace, compared to less ethnically diverse schools in areas with lower PM levels.
空气污染对儿童健康构成重大风险。然而,目前人们并不完全清楚英格兰有多少学校位于污染物浓度高的地方,也很少有研究调查学校外空气质量与社会经济不平等之间的潜在关联。在本研究的这一部分,我们使用模型化的空气污染浓度以及监测数据来估计英格兰有多少所学校与每年平均 PM 的水平相重合,该水平超过了世界卫生组织建议的每年平均限值 10μg/m3,并将学校每年平均 PM 浓度与不平等指标相匹配。我们通过使用数据外推方法生成的小面积高分辨率空气污染数据进行敏感性分析,评估了我们方法的局限性。在学校位置的模型化年度平均浓度图上,表明英格兰约有 7800 所学校——超过三分之一的学校——处于 2017 年每年平均 PM 超过世界卫生组织建议的指导值(10μg/m3)的地区。目前,超过 330 万名学生在这些学校就读。我们还发现,学校外的空气污染可能加剧了现有的儿童社会经济劣势。年平均 PM 水平较高(>12μg/m3)地区的学校,其享受免费校餐的学生比例中位数(17.8%)明显高于 PM 水平较低地区(<6μg/m3 PM,享受免费校餐的学生比例为 6.5%)。PM 浓度最高的学校中,少数民族学生比例明显较高(78.3%),而 PM 浓度最低的学校中,少数民族学生比例明显较低(6.8%)。我们还发现,在主要城市聚居区,PM 浓度较高的族裔多样化学校更有可能靠近主要道路,而靠近大型绿地的可能性较小,而在 PM 水平较低的地区,族裔多样化程度较低的学校则相反。