Bram Vandeninden , Eva M. De Clercq , Brecht Devleesschauwer , Martina Otavova , Bruno Masquelier , Frans Fierens , Christel Faes , Catherine Bouland
{"title":"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","authors":"Bram Vandeninden , Eva M. De Clercq , Brecht Devleesschauwer , Martina Otavova , Bruno Masquelier , Frans Fierens , Christel Faes , Catherine Bouland","doi":"10.1016/j.jth.2024.101953","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><div>Air pollution, particularly NO<sub>2</sub>, contributes to poor health, including paediatric asthma. This study estimated the reduction in NO<sub>2</sub> concentrations on annual car-free Sundays in two European cities, Brussels and Paris, which have extensive car-free zones (162 km<sup>2</sup> and 105 km<sup>2</sup>). We then conducted health impact modelling of paediatric asthma incidence using a hypothesized expansion of annual car-free Sundays to car-free daily zones.</div></div><div><h3>Problem statement</h3><div>Exposure to air pollution, particularly NO<sub>2</sub> 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.</div></div><div><h3>Methods</h3><div>We assessed NO<sub>2</sub> 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 NO<sub>2</sub> exposure and asthma incidence by linking the estimated reductions in NO<sub>2</sub> concentrations from our models to changes in health outcomes under exposure scenarios similar to the hypothetical case of permanent car-free days.</div></div><div><h3>Results</h3><div>NO<sub>2</sub> 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.</div></div><div><h3>Conclusion</h3><div>Implementing car-free Sundays can strongly reduce NO<sub>2</sub> levels and result in lower paediatric asthma incidence if these local traffic intervention measures were to be expanded and implemented permanently.</div></div>","PeriodicalId":47838,"journal":{"name":"Journal of Transport & Health","volume":"40 ","pages":"Article 101953"},"PeriodicalIF":3.2000,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Impact assessment of local traffic interventions on disease burden: A case study on paediatric asthma incidence in two European cities\",\"authors\":\"Bram Vandeninden , Eva M. De Clercq , Brecht Devleesschauwer , Martina Otavova , Bruno Masquelier , Frans Fierens , Christel Faes , Catherine Bouland\",\"doi\":\"10.1016/j.jth.2024.101953\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Introduction</h3><div>Air pollution, particularly NO<sub>2</sub>, contributes to poor health, including paediatric asthma. This study estimated the reduction in NO<sub>2</sub> concentrations on annual car-free Sundays in two European cities, Brussels and Paris, which have extensive car-free zones (162 km<sup>2</sup> and 105 km<sup>2</sup>). We then conducted health impact modelling of paediatric asthma incidence using a hypothesized expansion of annual car-free Sundays to car-free daily zones.</div></div><div><h3>Problem statement</h3><div>Exposure to air pollution, particularly NO<sub>2</sub> 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.</div></div><div><h3>Methods</h3><div>We assessed NO<sub>2</sub> 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 NO<sub>2</sub> exposure and asthma incidence by linking the estimated reductions in NO<sub>2</sub> concentrations from our models to changes in health outcomes under exposure scenarios similar to the hypothetical case of permanent car-free days.</div></div><div><h3>Results</h3><div>NO<sub>2</sub> 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.</div></div><div><h3>Conclusion</h3><div>Implementing car-free Sundays can strongly reduce NO<sub>2</sub> levels and result in lower paediatric asthma incidence if these local traffic intervention measures were to be expanded and implemented permanently.</div></div>\",\"PeriodicalId\":47838,\"journal\":{\"name\":\"Journal of Transport & Health\",\"volume\":\"40 \",\"pages\":\"Article 101953\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2024-11-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Transport & Health\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2214140524001993\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Transport & Health","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2214140524001993","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
Impact assessment of local traffic interventions on disease burden: A case study on paediatric asthma incidence in two European cities
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.