社区社会因素与儿童哮喘恶化:芝加哥南侧树冠密度的保护作用和药房通道的重要性

IF 4.5
Sandra Tilmon, Shashi Bellam, Kathy Bobay, Ellen Cohen, Emily Dillon, Brian Furner, Sarah E Gray, Julie Johnson, David Meltzer, Doriane Miller, Sharmilee Nyenhuis, Jonathan Ozik, Carlos Santos, Anthony Solomonides, Julian Solway, Elizabeth Zampino, Sanjaya Krishnan, Samuel L Volchenboum
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引用次数: 0

摘要

背景:儿童哮喘恶化仍然是一个重要的公共卫生问题,特别是在历史上服务不足的城市环境中。目的:本研究利用来自ChiVes、芝加哥市数据门户、EPA、人口普查局、HUD、NOAA等机构的临床和可公开获得的人口普查数据集,调查芝加哥南区儿童哮喘发作相关疾病的社会因素和社会背景。其目的是为潜在的新干预措施发现新的假设。方法:一个广义线性模型评估与哮喘恶化结果的关联,同时考虑患者水平的聚类。预测因子包括来自社会数据共享的所有变量,包括社会、环境、行为、经济、住房和学校变量。结果:降低风险的预测因子包括患者年龄(+4.8岁,-22%)、树冠密度(+6%覆盖率,-17%)、每英亩公园面积(+0.41,-8%)和劳动力市场参与度(+0.8点,-9%)。相反,预测风险增加的因素包括距离最近的药店距离增加(+0.28英里,+12%),英语技能有限(+2.3%,+10%),不平等程度更高(+0.08点,+8%),以及春季(+11%)和秋季(+20%)就诊。结论:研究结果表明,树冠密度可能对哮喘发作具有保护作用。利用药房等保健设施的机会有限,继续使护理复杂化。临床意义:这些发现为未来干预长期存在的哮喘差异提供了假设。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Neighborhood sociome factors and pediatric asthma exacerbations: Protective role of tree crown density and importance of pharmacy access in Chicago's south side.

Neighborhood sociome factors and pediatric asthma exacerbations: Protective role of tree crown density and importance of pharmacy access in Chicago's south side.

Neighborhood sociome factors and pediatric asthma exacerbations: Protective role of tree crown density and importance of pharmacy access in Chicago's south side.

Neighborhood sociome factors and pediatric asthma exacerbations: Protective role of tree crown density and importance of pharmacy access in Chicago's south side.

Background: Pediatric asthma exacerbations remain a critical public health concern, particularly in historically underserved urban settings.

Objective: This study investigates sociome factors-the social context of disease-associated with asthma exacerbations among children living in Chicago's South Side, leveraging clinical and publicly available generalizable census tract-level datasets from agencies including ChiVes, the City of Chicago Data Portal, EPA, Census Bureau, HUD, NOAA, and more. The aim is to uncover novel hypotheses for potential new interventions.

Methods: A generalized linear model assessed associations with the outcome of asthma exacerbations while accounting for clustering at the patient level. Predictors included all variables from the Sociome Data Commons, including social, environmental, behavioral, economic, housing, and school variables.

Results: Predictors of decreased risk included patient age (+4.8 years, -22%), tree crown density (+6% coverage, -17%), parks per acre (+0.41, -8%), and labor market engagement (+0.8 points, -9%). Conversely, predictors of increased risk included increased distance to the nearest pharmacy (+0.28 miles, +12%), limited English skills (+2.3%, +10%), higher inequality (+0.08 points, +8%), and visits in the Spring (+11%) and Fall (+20%).

Conclusion: The results suggest that tree crown density, a novel finding in the context of asthma exacerbations, may play a protective role. Limited access to health care facilities such as pharmacies continues to complicate care.

Clinical implications: These findings provide hypotheses for future interventions for long-standing asthma disparities.

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