Improving how missing information in electronic health records is handled
Robust methods for missing data in electronic health records-based studies
This study is working on better ways to fill in missing information in electronic health records, so that researchers can get more accurate and useful results that really reflect what happens in healthcare.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Harvard School of Public Health NIH-funded |
| Lab location | 1 site (Boston, United States) |
| Project ID | NIH-10812350 on NIH RePORTER |
What this research studies
This research focuses on enhancing the methods used to address missing data in electronic health records (EHRs), which are crucial for clinical and public health research. By developing robust statistical techniques tailored to the complexities of EHR data, the project aims to improve the validity and reliability of research findings derived from these records. The approach involves analyzing the decisions made by patients and healthcare providers that affect data completeness, ensuring that the resulting insights are more applicable to real-world scenarios.
Who could benefit from this research
Good fit: Ideal candidates for this research include patients whose health data is recorded in electronic health records and who may be affected by the implications of missing data in clinical studies.
Not a fit: Patients whose health information is not captured in electronic health records or who are not part of the healthcare system may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate and reliable health research outcomes, ultimately improving patient care and treatment decisions.
How similar studies have performed: Other research has shown success in improving data handling methods in clinical studies, but this specific approach to EHR data is relatively novel.
Where this research is happening
Boston, United States
- Harvard School of Public Health — Boston, United States (Active)
Researchers
- Principal investigator: Haneuse, Sebastien — Harvard School of Public Health
- Study coordinator: Haneuse, Sebastien
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.