Accessing Nutrition Data Tools in South Carolina
GrantID: 75917
Grant Funding Amount Low: Open
Deadline: Ongoing
Grant Amount High: Open
Summary
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Grant Overview
South Carolina’s coastal and inland health departments operate separate electronic health record systems that cannot merge dietary intake fields with food-security screening results, producing county-level nutrition maps with confidence intervals exceeding ±18%. Rural counties along the I-95 corridor and the Upstate Appalachian foothills show the largest gaps between reported and measured caloric intake.
Local health departments in 12 counties lack staff trained in natural-language processing of free-text dietary logs collected during WIC visits. This constraint prevents timely identification of micronutrient shortfalls that correlate with elevated pediatric anemia rates documented in 2022 DHEC surveillance.
The technology support grant provides access to GPU instances sized for transformer-based models that classify 2.3 million annual WIC encounter notes. Cloud credits cover secure enclaves meeting HIPAA and state data-breach notification statutes.
Pretrained language models fine-tuned on South Carolina Medicaid claims allow extraction of food-insecurity indicators without manual chart review. Simulation runs on high-performance nodes can test policy scenarios such as expanded summer feeding program eligibility under differing unemployment projections.
Letters of support require endorsement from the South Carolina Department of Health and Environmental Control’s nutrition division plus the county health department that will ingest model outputs into its annual Community Health Improvement Plan.
Unlike Georgia or North Carolina programs that centralize nutrition surveillance at the state level, South Carolina statutes assign primary responsibility to county boards; therefore proposals must include county-level data-use agreements that preserve local control.
Who Should Apply in South Carolina
Public universities with accredited public-health informatics programs and prior data-use agreements with at least three county health departments are eligible. Standalone nonprofits must subcontract through a South Carolina public university.
Application Requirements in South Carolina
Submissions need a 12-page scope, county endorsement letters, and a security plan detailing role-based access for model inference results. Budgets must isolate GPU-hour costs from general cloud storage and limit administrative overhead to 12%.
Fit Assessment for South Carolina Context
Proposals that deliver county-specific risk scores formatted for direct upload into existing DHEC dashboards receive expedited review. Projects focused solely on statewide aggregates without county disaggregation fail initial screening.
Eligible Regions
Interests
Eligible Requirements
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