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Air pollution, pollen, asthma and hayfever and their interactive effect on cognitive development: environment & health data linkage feasibility study

Air pollution, pollen, asthma and hayfever and their interactive effect on cognitive development: environment & health data linkage feasibility study
空气污染、花粉、哮喘和花粉热及其对认知发展的交互影响:环境
批准号:
NE/P010660/1
负责人:
Sarah Rodgers
金额:
$14.0万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2016
资助国家:
英国
项目状态:
已结题
起止时间:
2016 至 --

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中文摘要
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英文摘要
Asthma exacerbations are one, or a combination of; shortness of breath, coughing, wheezing and chest tightness. High levels of air pollution and pollen (aeroallergens) are each thought to be associated with instances of asthma exacerbations and hayfever. In combination, some types of air pollution and pollen are thought to increase the likelihood of asthma exacerbations. Research into child cognitive development has been limited previously to small-scale studies through the necessity of recruiting participants to complete detailed tests. There have been studies investigating if children with asthma and hayfever perform less well in their examinations compared to children without asthma or hayfever. Previous studies have found differing results; one study found that attainment increased slightly for children with asthma, but researchers did not use the child's exposure to air pollution or pollen. Further research is needed to fully explore the influence of air pollution and pollen on educational attainment for children with and without asthma and hayfever. In our study we will bring together air pollution, health and education data for each child using data linkage methods, and routinely collected environment, health and education data. The SAIL databank, containing routine data for large numbers of children, is able to use educational attainment for each child as a substitute for cognitive development. Our study will include all 22,000 children resident in a city, for different groups of children who took exams in several successive years (2003 - 2012). Our study will include spatial differences in air pollution, introducing differences between children within the asthma and non-asthma groups. This will allow us to directly evidence the impact of air pollution on the pathway to educational attainment. For the first time we will use pollution levels at both the child's home and school using novel data linkage methods. We will use data about their home type and age that may change the amount of air pollution the child breathes, acknowledging that children spend time indoors. We will also data link to other members of their household to investigate if they live with smokers.We will use data about the individual child, for example, if each is eligible for free school meals. This will help to take into account if the child comes from a home that earns a low wage, so removing the possibility that our study will simply find known differences due to deprivation. We will also include the child's week of birth and gender. The statistical methods we use will allow us to study children from many different schools even though there are systematic differences between schools resulting in different outcomes. Including as much information that we have using characteristics about the school, such as deprivation, gender mix and overall attendance levels, will let us know how much each of these factors affects our educational outcome.Our current feasibility study will use home and school air pollution levels to include changes for children living in different streets; we will restrict our analyses to use air pollution and pollen summaries for the critical pre-examination period only. That is, we will analyse only the short-term effect of air pollution and pollen on educational attainment. We will evaluate if increased air pollution and pollen in the critical pre-exam period is associated with changes in exam results in susceptible individuals. During a workshop towards the end of this feasibility study, the team and stakeholders will assess the data needed to create a dataset to analyse the long-term effects of exposure to different levels of air pollution and pollen, beginning with mother-child pairs and the mother's educational attainment, including with the environment to which the mother is exposed during pregnancy.Keywords: Air pollution, pollen and asthma, hayfever, educational attainment
期刊论文(6)
专著(0)
科研奖励(0)
会议论文
Creating individual level air pollution exposures in an anonymised data safe haven: a platform for evaluating impact on educational attainment.
在匿名数据安全港中创建个人水平的空气污染暴露:一个评估对教育程度影响的平台。
DOI: 10.23889/ijpds.v3i1.412
发表时间: 2018
期刊: International journal of population data science
影响因子: --
作者: [Mizen A]
通讯作者: Mizen A
Is educational attainment associated with acute exposure to air pollution and pollen, and is it worse for pupils with asthma and seasonal allergic rhinitis?
受教育程度是否与严重接触空气污染和花粉有关?对于患有哮喘和季节性过敏性鼻炎的学生来说,教育程度是否更糟?
DOI: 10.23889/ijpds.v3i4.904
发表时间: 2018
期刊: International Journal of Population Data Science
影响因子: --
作者: [Mizen A]
通讯作者: Mizen A
DOI: 10.23889/ijpds.v3i2.522
发表时间: 2018-06
期刊: International Journal of Population Data Science
影响因子: --
作者: [A. Mizen;J. Lyons;S. Rodgers;D. Berridge;A. Akbari;P. Wilkinson;Ai Milojevic;R. Doherty;L. Dearden;I. Lake;D. Carruthers;Sarah Strickland;A. Mavrogianni;G. Davies]
通讯作者: A. Mizen;J. Lyons;S. Rodgers;D. Berridge;A. Akbari;P. Wilkinson;Ai Milojevic;R. Doherty;L. Dearden;I. Lake;D. Carruthers;Sarah Strickland;A. Mavrogianni;G. Davies
Cognitive development Respiratory Tract Illness and Effects of eXposure (CORTEX) project: Data processing challenges in combining high spatial resolution pollution level data with individual level health and education data
认知发展呼吸道疾病和暴露影响 (CORTEX) 项目:将高空间分辨率污染水平数据与个人健康和教育数据相结合的数据处理挑战
DOI: 10.23889/ijpds.v3i2.534
发表时间: 2018
期刊: International Journal of Population Data Science
影响因子: --
作者: [Lyons J]
通讯作者: Lyons J
国内基金
海外基金
植物重金属污染的磁学响应及机理研究
典型POPs的土壤污染机理与作物累积规律