Early warning signs of Alzheimer's in credit and financial records
Using Digital Signals from Credit Data for Early Detection of Alzheimer's Disease and Related Dementias
This project uses patterns in routine credit and financial records to find early warning signs of Alzheimer's disease in older adults.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Georgetown University NIH-funded |
| Lab location | 1 site (Washington, United States) |
| Project ID | NIH-11298954 on NIH RePORTER |
What this research studies
We link large-scale Equifax credit records with Medicare enrollment and claims to see whether changes in everyday financial behavior appear before a dementia diagnosis. Researchers will use machine-learning methods on millions of person-years of combined data to look for signals such as missed payments, sudden account changes, or other financial shifts. The team will test whether these digital signals can reliably flag people at higher risk for Alzheimer's or related dementias and prompt earlier clinical follow-up. The work analyzes existing linked data at scale rather than requiring new testing from individual patients.
Who could benefit from this research
Good fit: This approach is most relevant to U.S. adults who have credit histories and Medicare records—typically older adults at risk for Alzheimer's or noticing early memory or financial changes.
Not a fit: People without credit histories, those living outside the United States, or individuals whose dementia does not produce detectable financial changes may not benefit from this approach.
Why it matters
Potential benefit: If successful, this could help flag people earlier so they receive medical evaluation, support services, and planning sooner.
How similar studies have performed: Previous research shows financial errors and decline often occur early in dementia, but using large-scale credit data with machine learning for early detection is a newer and still-developing approach.
Where this research is happening
Washington, United States
- Georgetown University — Washington, United States (Active)
Researchers
- Principal investigator: Gresenz, Carole R — Georgetown University
- Study coordinator: Gresenz, Carole R
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.