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Leveraging Medicaid Claims to Map Complex Chronic Conditions for Emergency Preparedness.
Jaclyn M Hall1, Madison R McCraney, Christina A Vincent
1Author Affiliations: Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, Florida (Drs Hall and Mkuu); College of Medicine, Florida State University, Tallahassee, Florida (Ms McCraney and Mr Lurk); Department of Anthropology, Florida State University, Tallahassee, Florida (Dr Chakrabarti); Data Science Team, Knowli Data Science, Tallahassee, FL (Ms Vincent and Dr Erichsen); Department of Medicine, University of Florida, College of Medicine, Gainesville, Florida (Dr Cogle).
Florida Medicaid identified vulnerable enrollees with complex chronic conditions (CCCs) using claims data. This system aids disaster preparedness and ensures continuity of care for high-risk populations during emergencies.
Area of Science:
- Public Health
- Health Informatics
- Emergency Management
Background:
- Medicaid enrollees with complex chronic conditions (CCCs) and technology dependence are at high risk during disasters.
- States often lack systems to rapidly identify these vulnerable populations for disaster planning.
Purpose of the Study:
- To develop and implement a claims-based method for identifying Florida Medicaid enrollees with CCCs, including those requiring medical technology.
- To support emergency preparedness and response activities for vulnerable populations.
Main Methods:
- Utilized the Florida Medicaid Management Information System and a validated code framework to classify enrollees into 12 CCC categories.
- Analyzed data by age, geography, and technology dependence.
- Provided real-time reports to health plans before and after hurricanes (2022-2024).
Main Results:
- Identified 7.2% of 4.4 million enrollees with CCCs; 18.2% of these were technology-dependent.
- Geographic mapping revealed higher concentrations in disaster-prone rural and coastal areas.
- Health plans used the data for member outreach and service coordination during hurricane recovery.
Conclusions:
- Demonstrated the feasibility and utility of using claims data for disaster management.
- This approach can be adapted by other states to enhance emergency response and continuity of care for medically vulnerable Medicaid populations.
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