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地理可达性对儿科哮喘严重健康结果的影响。

The effect of geographic access on severe health outcomes for pediatric asthma.

机构信息

H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Ga.

H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, Ga.

出版信息

J Allergy Clin Immunol. 2015 Sep;136(3):610-8. doi: 10.1016/j.jaci.2015.01.030. Epub 2015 Mar 17.

Abstract

BACKGROUND

Access to medical care and severe pediatric asthma outcomes vary with geography, but the relationship between them has not been studied.

OBJECTIVE

We sought to evaluate the relationship between geographic access and health outcomes for pediatric asthma.

METHODS

The severe outcome measures include emergency department (ED) visits and hospitalizations for children with an asthma diagnosis in Georgia and North Carolina. We quantify asthma prevalence, outcome measures, and factors included in the statistical model using multiple data sources. We calculate geographic access to primary and asthma specialist care using optimization models. We estimate the association between outcomes and geographic access in the presence of other factors using logistic regression. The model is used to project the reduction in severe outcomes with improvement in access.

RESULTS

The association between access and outcomes for pediatric asthma depends on the type of outcome measure, type of care, and variations in other factors. The expression of this association is also different for the 2 states. Access to primary care plays a larger role than access to specialist care in explaining Georgia ED visits, whereas the reverse applies for hospitalizations. In North Carolina access to both primary and specialist care are statistically significant in explaining the variability in ED visits.

CONCLUSIONS

The variation in the association between estimated access and outcomes affects the projected reductions of severe outcomes with access improvement. Thus applying one intervention would not have the same level of improvement across geography. Interventions must be tailored to target regions with the potential to deliver the highest effect to gain maximum benefit.

摘要

背景

医疗保健的可及性和严重儿科哮喘的结果因地理位置而异,但它们之间的关系尚未得到研究。

目的

我们旨在评估地理可达性与儿科哮喘健康结果之间的关系。

方法

严重结局的衡量标准包括在佐治亚州和北卡罗来纳州有哮喘诊断的儿童的急诊室 (ED) 就诊和住院治疗。我们使用多个数据源来量化哮喘的患病率、结局衡量标准以及纳入统计模型的因素。我们使用优化模型来计算初级保健和哮喘专科医疗的地理可达性。我们使用逻辑回归来估计在其他因素存在的情况下,结局和地理可达性之间的关联。该模型用于预测改善可达性时严重结局的减少。

结果

儿科哮喘的可达性与结局之间的关联取决于结局衡量标准的类型、医疗类型以及其他因素的变化。这种关联的表达在两个州也不同。在佐治亚州,初级保健的可达性在解释 ED 就诊方面比专科保健的可达性更为重要,而住院治疗则相反。在北卡罗来纳州,初级保健和专科保健的可达性都在统计学上显著解释了 ED 就诊的变异性。

结论

估计可达性和结局之间的关联的变化会影响改善可达性时严重结局减少的程度。因此,一种干预措施在不同地理区域的改善效果并不相同。干预措施必须根据有潜力提供最高效果的目标地区进行调整,以获得最大的收益。

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