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Characterizing Heat Health Outcomes and Informing Public Health Interventions with Medical Claims Data in California.
I Avery Bick1,2,3,4, Gina Hervey1,2,4, Jenny Suckale4
1Climate and Energy Policy Program, Stanford University, Stanford, California 94305, United States.
California
Area of Science:
- Environmental Health
- Public Health Policy
- Climate Change Adaptation
Background:
- Extreme heat is the leading weather-related cause of death in the U.S.
- California faces both acute heat waves and chronic heat exposure, impacting agricultural workers.
- Existing tools for allocating climate resilience resources have not been systematically evaluated against health outcomes.
Purpose of the Study:
- To map heat-related health burdens using Medicaid claims data across California ZIP codes.
- To assess the effectiveness of current vulnerability indices in identifying high-burden areas.
- To determine if state grant funding reaches communities most affected by heat-related illnesses.
Main Methods:
- Analysis of heat-related Medicaid claims from 2011-2019 across California ZIP codes.
- Comparison of claim rates with demographic data (income, farmworker population, housing type).
- Evaluation of three vulnerability indices against observed claim rates and state grant distribution.
Main Results:
- High-heat-related Medicaid claim rates correlate with lower median incomes, higher farmworker populations, and more mobile homes.
- Heat-related illness incidence increases significantly in agricultural areas compared to urban areas.
- The CDC Heat and Health Index showed the strongest correlation with observed claim rates; some high-burden counties are underfunded by state programs.
Conclusions:
- Medical claims data, combined with vulnerability indices, can improve the allocation of heat resilience funding.
- Current vulnerability indices may not fully capture the health burden of heat in all communities.
- Targeted funding adjustments are needed to support high-risk counties like Kern, Fresno, and Imperial.
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