Revealing the racial and spatial disparity in pediatric asthma: A Kansas City case study
1Children's Mercy Hospital, Kansas City, MO, USA.
Insights
Social disadvantage drives pediatric asthma disparities. This study maps asthma rates and identifies community-specific risks using environmental justice screening and regression analysis for targeted interventions.
Area of Science:
- Environmental Health
- Health Disparities Research
- Pediatric Asthma
Background:
- Socially disadvantaged children, particularly Black children, experience disproportionately high rates of pediatric asthma.
- Identifying specific environmental risk factors and vulnerable populations for pediatric asthma exacerbation is challenging due to intraurban variations and data limitations.
Purpose of the Study:
- To present an interdisciplinary strategy for health disparities research and intervention for pediatric asthma in Kansas City.
- To map pediatric asthma encounters and identify community-specific risk factors and vulnerabilities.
Main Methods:
- Utilized address-level electronic health records to map pediatric asthma encounters at high spatial resolution.
- Developed Census tract Environmental Justice Screening Method (EJSM) indicators to assess population health risks and vulnerabilities.
- Employed Bayesian Profile Regression (BPR) cluster analysis to explore relationships between EJSM indicators and pediatric asthma incidence rates.
Main Results:
- EJSM scanning and BPR analysis revealed distinct community-specific risks and vulnerabilities contributing to pediatric asthma acute care encounters.
- Identified that diverse forms of social disadvantage, linked to development patterns and racial segregation, are primary drivers of high pediatric asthma rates.
- The study provides a foundation for place-based, disparities-focused research and interventions tailored to unique community needs.
Conclusions:
- Place-based interventions are crucial for addressing pediatric asthma disparities.
- Community-specific risk factor identification is essential for effective health disparities research.
- Leveraging local knowledge and community-based practices enhances the impact of interventions for vulnerable populations.
Abstract:
Black and other socially disadvantaged children are disproportionately burdened by high rates of pediatric asthma. Intraurban variation in environmental risk factors and limited access to high-resolution health data make it difficult to identify vulnerable patients, communities, or the immediate exposures that may contribute to pediatric asthma exacerbation. This article presents a novel, interdisciplinary health disparities research and intervention strategy applied to the problem of pediatric asthma in Kansas City. First, address-level electronic health records from a major children's hospital in the Kansas City region are used to map the distribution of asthma encounters in 2012 at a high spatial resolution. Census tract Environmental Justice Screening Method (EJSM) indicators are then developed to scan for patterns in both the population health risks and vulnerabilities that may contribute to the burden of asthma in different communities. A Bayesian Profile Regression cluster analysis is used to systematically explore the complex relationships between census tract EJSM indicators and pediatric asthma incidence rates, helping to identify population characteristics and risk factors associated with both high and low rates of pediatric asthma throughout the region. The EJSM scanning exercise and BPR analysis demonstrate that each community faces a distinct set of risks and vulnerabilities that can contribute to the rate of acute pediatric asthma acute care encounters, providing targets for research and intervention. It is clear, however, that different forms of social disadvantage are driving high rates of pediatric asthma, which is closely tied to uneven development patterns and racial residential segregation. The results provide a starting point for designing place-based health disparities research and intervention strategies catered to the unique needs of vulnerable patients and communities; disparities-focused research and intervention strategies that leverage local knowledge and resources through community-based practices.
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