Improving accuracy in HIV/AIDS research using electronic health records
Statistical methods and designs for correlated outcome and covariate errors in studies of HIV/AIDS
This study is working to improve the accuracy of health records for people with HIV/AIDS by fixing common mistakes in electronic health data, so that doctors can make better treatment decisions based on reliable information.
Quick facts
| Grant type | R37 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Vanderbilt University Medical Center NIH-funded |
| Lab location | 1 site (Nashville, United States) |
| Project ID | NIH-11021087 on NIH RePORTER |
What this research studies
This research focuses on enhancing the reliability of data used in HIV/AIDS studies by addressing errors commonly found in electronic health records (EHR). Researchers will validate and collect additional data from a subset of patient records to ensure accurate representation of co-morbidities. By combining the extensive but error-prone EHR data with validated data, the study aims to produce more precise and unbiased estimates. This approach could lead to better-informed decisions in HIV/AIDS treatment and management.
Who could benefit from this research
Good fit: Ideal candidates for this research include individuals diagnosed with HIV/AIDS who have electronic health records available for analysis.
Not a fit: Patients who do not have access to electronic health records or those without a diagnosis of HIV/AIDS may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate treatment strategies and improved health outcomes for patients living with HIV/AIDS.
How similar studies have performed: Previous research has shown success in using similar methods to improve data accuracy in health studies, indicating a promising approach.
Where this research is happening
Nashville, United States
- Vanderbilt University Medical Center — Nashville, United States (Active)
Researchers
- Principal investigator: Shepherd, Bryan Earl — Vanderbilt University Medical Center
- Study coordinator: Shepherd, Bryan Earl
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.