Creating a system to improve health resource distribution during pandemics
Developing a dynamic modeling framework for surveillance, prediction, and real-time resource allocation to reduce health disparities during Covid-19 and future pandemics
['FUNDING_R01'] · CLEMSON UNIVERSITY · NIH-10987063
This study is working on a smart system to help identify and support communities, especially Black, Hispanic, and rural Americans, who need health care the most during pandemics like Covid-19, so that essential resources can be delivered quickly to improve their health.
Quick facts
| Phase | ['FUNDING_R01'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | CLEMSON UNIVERSITY (nih funded) |
| Locations | 1 site (CLEMSON, UNITED STATES) |
| Trial ID | NIH-10987063 on ClinicalTrials.gov |
What this research studies
This research aims to develop a dynamic modeling framework that enhances the surveillance and prediction of health needs in underserved communities during pandemics like Covid-19. By utilizing advanced statistical models and machine learning, the project will identify high-risk populations and optimize the allocation of essential health resources in real time. The approach focuses on addressing the barriers to care faced by Black, Hispanic, and rural Americans, who have been disproportionately affected by health disparities. The ultimate goal is to ensure that timely interventions reach those who need them most, thereby improving health outcomes.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals from Black, Hispanic, and rural communities who are at higher risk of severe outcomes from infectious diseases.
Not a fit: Patients who are not part of underserved communities or those with no barriers to accessing healthcare may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly reduce health disparities and improve access to care for vulnerable populations during pandemics.
How similar studies have performed: Previous research has shown that mobile health clinics can effectively reduce health disparities, indicating that this approach has potential for success.
Where this research is happening
CLEMSON, UNITED STATES
- CLEMSON UNIVERSITY — CLEMSON, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: RENNERT, LIOR — CLEMSON UNIVERSITY
- Study coordinator: RENNERT, LIOR
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.