Impact assessment of local traffic interventions on disease burden: A case study on paediatric asthma incidence in two European cities

IF 3.2 3区 工程技术 Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Journal of Transport & Health Pub Date : 2024-11-20 DOI:10.1016/j.jth.2024.101953
Bram Vandeninden , Eva M. De Clercq , Brecht Devleesschauwer , Martina Otavova , Bruno Masquelier , Frans Fierens , Christel Faes , Catherine Bouland
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Abstract

Introduction

Air pollution, particularly NO2, contributes to poor health, including paediatric asthma. This study estimated the reduction in NO2 concentrations on annual car-free Sundays in two European cities, Brussels and Paris, which have extensive car-free zones (162 km2 and 105 km2). We then conducted health impact modelling of paediatric asthma incidence using a hypothesized expansion of annual car-free Sundays to car-free daily zones.

Problem statement

Exposure to air pollution, particularly NO2 exposure, contributes to negative health outcomes, including paediatric asthma. Local traffic interventions, such as car-free days, could offer a potential strategy to mitigate these effects.

Methods

We assessed NO2 concentration reductions using various methods, including (1) direct calculations, (2) direct calculations adjusted for meteorological conditions, (3) random forest modelling, and (4) boosted regression tree modelling. To estimate the reduction in paediatric asthma incidence, we applied existing Exposure Response Functions (ERFs) derived from epidemiological studies. These ERFs were used to quantify the relationship between NO2 exposure and asthma incidence by linking the estimated reductions in NO2 concentrations from our models to changes in health outcomes under exposure scenarios similar to the hypothetical case of permanent car-free days.

Results

NO2 concentrations were significantly lower on car-free Sundays, with reductions ranging from 63 to 83% in selected areas of Brussels and 27–56% in selected areas of Paris. The health impact modelling indicated a reduction in paediatric asthma incidence ranging from 15% [95% CI: 11–19%] in residential areas of Brussels to 34% [95% CI: 25–41%] in heavily trafficked areas in Brussels, and from 15% [95% CI: 10–19%] to 19% [95% CI: 13–24%] in Paris for the hypothesized counterfactual scenario of daily car-free zones.

Conclusion

Implementing car-free Sundays can strongly reduce NO2 levels and result in lower paediatric asthma incidence if these local traffic intervention measures were to be expanded and implemented permanently.
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地方交通干预措施对疾病负担的影响评估:关于欧洲两个城市儿童哮喘发病率的案例研究
导言空气污染,尤其是二氧化氮,会导致包括儿童哮喘在内的不良健康状况。本研究估算了布鲁塞尔和巴黎这两个欧洲城市每年无车日(162 平方公里和 105 平方公里)二氧化氮浓度的降低情况。然后,我们利用将每年的周日无车区扩大到每天无车区的假设,对儿科哮喘发病率进行了健康影响建模。问题陈述暴露于空气污染中,尤其是暴露于二氧化氮中,会导致不良的健康后果,包括儿科哮喘。我们采用了多种方法评估二氧化氮浓度的降低情况,包括:(1)直接计算;(2)根据气象条件调整后的直接计算;(3)随机森林建模;(4)增强回归树建模。为了估算儿科哮喘发病率的降低,我们应用了从流行病学研究中得出的现有暴露反应函数(ERF)。这些ERFs用于量化二氧化氮暴露与哮喘发病率之间的关系,将我们模型中估计的二氧化氮浓度降低与类似于永久无车日假设情况下暴露情景下的健康结果变化联系起来。健康影响模型显示,在假设的反事实情景下,布鲁塞尔居民区的儿童哮喘发病率降低了 15%[95%CI:11-19%],在布鲁塞尔交通繁忙地区降低了 34%[95%CI: 25-41%],在巴黎降低了 15%[95%CI:10-19%]至 19%[95%CI: 13-24%]。结论如果这些地方性交通干预措施得到推广并永久实施,那么实施 "星期日无车区 "可以大大降低二氧化氮的水平,从而降低儿童哮喘的发病率。
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来源期刊
CiteScore
6.10
自引率
11.10%
发文量
196
审稿时长
69 days
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