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Identifying Local Hot Spots of Pediatric Chronic Diseases Using Emergency Department Surveillance
David C Lee1, Stella S Yi2, Hiu-Fai Fong3
1Ronald O. Perelman Department of Emergency Medicine, NYU School of Medicine, New York, NY; Department of Population Health, NYU School of Medicine, New York, NY.
Insights
Novel geographic methods using large-scale claims data reveal local pediatric chronic disease patterns in New York City. Emergency department surveillance shows potential for high-resolution disease prevalence estimation.
Area of Science:
- Public Health
- Geographic Information Systems (GIS)
- Epidemiology
Background:
- Accurate geographic distribution data for pediatric chronic diseases is crucial for targeted public health interventions.
- Traditional health surveys and registries may lack the geographic granularity needed to identify localized disease burdens.
Purpose of the Study:
- To employ novel geographic methods and large-scale claims data to pinpoint the local distribution of pediatric chronic diseases within New York City.
- To assess the utility of emergency department claims data for estimating pediatric disease prevalence at a granular geographic level.
Main Methods:
- Utilized a 2009 all-payer emergency claims database to identify children (0-17 years) with specific medical and psychiatric conditions.
- Compared prevalence estimates derived from claims data against traditional health surveys and registry data.
- Employed home addresses to map local variations in pediatric disease burden and identified disease hot spots using SaTScan.
Main Results:
- A total of 549,547 New York City children were identified from emergency department visits in 2009.
- Claims data showed moderate to strong correlations with existing data sources across various geographic levels.
- Strongest correlations were observed for asthma and mental health conditions by county in younger children, and for obesity by health district in adolescents.
Conclusions:
- Emergency department surveillance using claims data can potentially estimate pediatric chronic disease prevalence with enhanced geographic resolution for certain conditions.
- Further research is necessary to address the limitations of these methods and validate the reliability of localized disease estimates.
Objective:
To use novel geographic methods and large-scale claims data to identify the local distribution of pediatric chronic diseases in New York City.
Methods:
Using a 2009 all-payer emergency claims database, we identified the proportion of unique children aged 0 to 17 with diagnosis codes for specific medical and psychiatric conditions. As a proof of concept, we compared these prevalence estimates to traditional health surveys and registry data using the most geographically granular data available. In addition, we used home addresses to map local variation in pediatric disease burden.
Results:
We identified 549,547 New York City children who visited an emergency department at least once in 2009. Though our sample included more publicly insured and uninsured children, we found moderate to strong correlations of prevalence estimates when compared to health surveys and registry data at prespecified geographic levels. Strongest correlations were found for asthma and mental health conditions by county among younger children (0.88, P = .05 and 0.99, P < .01, respectively). Moderate correlations by neighborhood were identified for obesity and cancer (0.53 and 0.54, P < .01). Among adolescents, correlations by health districts were strong for obesity (0.95, P = .05), and depression estimates had a nonsignificant, but strong negative correlation with suicide attempts (-0.88, P = .12). Using SaTScan, we also identified local hot spots of pediatric chronic disease.
Conclusions:
For conditions easily identified in claims data, emergency department surveillance may help estimate pediatric chronic disease prevalence with higher geographic resolution. More studies are needed to investigate limitations of these methods and assess reliability of local disease estimates.
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