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Published on: December 7, 2018
The spatial structure of autism in California, 1993-2001
Soumya Mazumdar1, Marissa King, Ka-Yuet Liu
1Institute for Social and Economic Research and Policy Columbia University, New York, NY, USA. soumyamazumdar@yahoo.com
Insights
This study found high-risk autism clusters in California. Children born in these specific areas face four times the risk, indicating local environmental factors are key drivers of autism prevalence.
Area of Science:
- Environmental Epidemiology
- Autism Spectrum Disorder Research
- Geographic Public Health
Background:
- Autism Spectrum Disorder (ASD) prevalence varies geographically.
- Understanding localized risk factors is crucial for targeted interventions.
- Previous research has not definitively identified stable, high-risk geographic clusters for ASD.
Purpose of the Study:
- To identify and characterize significant high-risk geographic clusters for autism.
- To assess the stability and magnitude of risk within identified clusters.
- To investigate the implications of localized risk for understanding autism etiology.
Main Methods:
- Retrospective analysis of birth records in California (1993-2001).
- Spatial cluster analysis to identify geographic areas with statistically significant elevated autism rates.
- Risk assessment comparing children within clusters to the general population.
Main Results:
- Identification of a primary high-risk autism cluster in California.
- Children born in the primary cluster exhibited a fourfold increased risk of autism.
- Geographically stable clusters were identified, accounting for approximately 3% of new autism cases annually within a small zone.
Conclusions:
- Autism prevalence is influenced by local-level factors, not solely global or universal causes.
- The existence of robust spatial clusters suggests environmental or localized exposures play a significant role in autism development.
- Findings support the need for localized public health strategies and further research into specific environmental drivers.
Abstract:
This article identifies significant high-risk clusters of autism based on residence at birth in California for children born from 1993 to 2001. These clusters are geographically stable. Children born in a primary cluster are at four times greater risk for autism than children living in other parts of the state. This is comparable to the difference between males and females and twice the risk estimated for maternal age over 40. In every year roughly 3% of the new caseload of autism in California arises from the primary cluster we identify-a small zone 20 km by 50 km. We identify a set of secondary clusters that support the existence of the primary clusters. The identification of robust spatial clusters indicates that autism does not arise from a global treatment and indicates that important drivers of increased autism prevalence are located at the local level.
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