Ge Beverly, Tieskens Koen, Vyas Priam, Botana Martinez Maria Pilar, Yuan Yirong, Walsh Katherine H, Main Lauren, Bolton Lauren, Yajima Masanao, Fabian Maria Patricia
Department of Environmental Health, Boston University School of Public Health, Boston, MA, USA.
Boston Public Schools, Boston, MA, USA.
Lancet Reg Health Am. 2025 Jun 14;48:101148. doi: 10.1016/j.lana.2025.101148. eCollection 2025 Aug.
Indoor environments in schools affect children's health and learning, but without indoor air quality (IAQ) monitoring, staff have limited data to inform interventions. We aimed to demonstrate the utility of comprehensive real-time classroom IAQ monitoring for informing interventions and investments in schools.
We created analytical datasets of classroom carbon dioxide (CO) from a groundbreaking network of 3659 commercial IAQ monitors installed across a U.S. school district. We analysed patterns and trends in 125 school buildings over the 2022-2023 school year. Working with Boston Public Schools (BPS) staff, we co-created visualisations suitable for school decision-making and for research.
Over the school year, 245 million CO measurements were recorded. The average school-day CO concentration was 841 ppm (SD: 405 ppm) and the 99.9th percentile of daily maxima was 5080 ppm. Concentrations varied by over an order of magnitude within and between schools. Elevated levels occurred in all buildings, although schools with central mechanical ventilation had lower concentrations and variability than schools without. We show multiple visualisations of monitoring data using threshold-based exposure metrics.
Our academic-school partnership enabled actionable research in support of IAQ improvements. The heterogeneity of CO levels across BPS classrooms and between schools underscores the need for continuous classroom-level monitoring and demand-controlled ventilation. Results and protocols are generalisable to other schools and researchers. Our work paves the road for future studies of IAQ and student health and learning.
Boston University Initiative on Cities, Boston University School of Public Health, National Institutes of Health, National Science Foundation.
学校的室内环境会影响儿童的健康和学习,但由于缺乏室内空气质量(IAQ)监测,工作人员用于指导干预措施的数据有限。我们旨在证明全面实时的教室IAQ监测对于指导学校干预措施和投资的实用性。
我们通过在美国一个学区安装的3659个商业IAQ监测器组成的开创性网络,创建了教室二氧化碳(CO)分析数据集。我们分析了2022 - 2023学年125所学校建筑中的模式和趋势。与波士顿公立学校(BPS)的工作人员合作,我们共同创建了适合学校决策和研究的可视化图表。
在本学年,记录了2.45亿次CO测量值。学校工作日的平均CO浓度为841 ppm(标准差:405 ppm),每日最大值的第99.9百分位数为5080 ppm。学校内部和之间的浓度变化超过一个数量级。所有建筑中都出现了浓度升高的情况,不过有中央机械通风的学校浓度和变异性低于没有的学校。我们使用基于阈值的暴露指标展示了监测数据的多种可视化图表。
我们的学术 - 学校合作促成了可采取行动的研究,以支持IAQ的改善。BPS教室之间以及学校之间CO水平的异质性强调了持续进行教室层面监测和需求控制通风的必要性。结果和方案可推广到其他学校和研究人员。我们的工作为未来IAQ以及学生健康和学习的研究铺平了道路。
波士顿大学城市倡议、波士顿大学公共卫生学院、美国国立卫生研究院、美国国家科学基金会。