Using driving behaviors and physiological responses to identify cognitive decline and dementia
Identification of cognitive decline and dementia: Prediction by everyday driving behaviors and physiological responses
This study is looking at how your driving habits and body responses can help spot early signs of memory problems or dementia in older adults, using real-life driving situations and technology to keep everyone informed about their brain health.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Michigan at Ann Arbor NIH-funded |
| Lab location | 1 site (Ann Arbor, United States) |
| Project ID | NIH-10839919 on NIH RePORTER |
What this research studies
This research investigates how everyday driving behaviors and physiological responses can help detect early signs of cognitive decline and dementia, particularly in older adults. By monitoring driving performance in real-world situations, fixed courses, and simulators, the study aims to identify changes that may indicate cognitive impairment. Advanced machine learning techniques will analyze driving data and physiological measures to predict clinical diagnoses, potentially alerting individuals and healthcare providers to early cognitive issues.
Who could benefit from this research
Good fit: Ideal candidates for this research are older adults, particularly those with high brain amyloid burden or those showing early signs of cognitive impairment.
Not a fit: Patients who are not older adults or those without any cognitive impairment may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to earlier detection of cognitive decline, allowing for timely interventions and improved safety for older drivers.
How similar studies have performed: Other research has shown promise in using behavioral and physiological data for early detection of cognitive decline, suggesting this approach could be effective.
Where this research is happening
Ann Arbor, United States
- University of Michigan at Ann Arbor — Ann Arbor, United States (Active)
Researchers
- Principal investigator: Giordani, Bruno — University of Michigan at Ann Arbor
- Study coordinator: Giordani, Bruno
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.