Creating a system to prevent overcrowding in emergency departments
Building and Implementing a predictive decision support system based on a proactive full capacity protocol to mitigate emergency overcrowding problem
['FUNDING_R21'] · UNIVERSITY OF ALABAMA AT BIRMINGHAM · NIH-10930907
This study is working on a smart system that uses technology to help emergency departments manage patient flow better, so that when you arrive, your care can be quicker and safer, and overcrowding can be reduced.
Quick facts
| Phase | ['FUNDING_R21'] |
|---|---|
| Study type | Nih_funding |
| Sex | All |
| Sponsor | UNIVERSITY OF ALABAMA AT BIRMINGHAM (nih funded) |
| Locations | 1 site (BIRMINGHAM, UNITED STATES) |
| Trial ID | NIH-10930907 on ClinicalTrials.gov |
What this research studies
This research focuses on developing a predictive decision support system designed to address the issue of overcrowding in emergency departments (EDs). By utilizing artificial intelligence and predictive analytics, the project aims to enhance patient flow from the moment they arrive until they are either admitted or discharged. The system will proactively manage patient capacity by predicting patient flow measures, allowing for timely interventions before overcrowding occurs. This approach seeks to improve patient safety and the overall quality of healthcare services in emergency settings.
Who could benefit from this research
Good fit: Ideal candidates for this research are patients who require emergency medical care and are affected by long wait times and overcrowding in EDs.
Not a fit: Patients who do not seek emergency care or those who are not affected by overcrowding in EDs may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could significantly enhance patient safety and reduce wait times in emergency departments.
How similar studies have performed: Previous research has shown that implementing predictive analytics in healthcare settings can lead to improved patient flow and reduced overcrowding, indicating a promising approach.
Where this research is happening
BIRMINGHAM, UNITED STATES
- UNIVERSITY OF ALABAMA AT BIRMINGHAM — BIRMINGHAM, UNITED STATES (ACTIVE)
Researchers
- Principal investigator: AHMED, ABDULAZIZ — UNIVERSITY OF ALABAMA AT BIRMINGHAM
- Study coordinator: AHMED, ABDULAZIZ
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.