Understanding and predicting agitation in Alzheimer's patients using digital tools and environmental factors
Agitation in Alzheimer's Disease: Identification and Prediction Using Digital Behavioral Markers and Indoor Environmental Factors
This study is looking to help people with Alzheimer's by finding ways to predict when they might feel agitated, using smart sensors and information about their home environment, so that caregivers can better manage these moments and reduce stress for everyone involved.
Quick facts
| Grant type | NIH-funded research |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Oregon Health & Science University NIH-funded |
| Lab location | 1 site (Portland, United States) |
| Project ID | NIH-11075201 on NIH RePORTER |
What this research studies
This research focuses on identifying and predicting episodes of agitation in individuals with Alzheimer's disease by utilizing digital behavioral markers and analyzing indoor environmental factors. The study aims to develop a risk prediction model that leverages data collected from behavioral sensors and advanced analytical techniques. By understanding early warning signs and environmental triggers, the goal is to improve the management of agitation, ultimately reducing stress for both patients and caregivers. Participants will be monitored in their own homes, allowing for real-world data collection and analysis.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals diagnosed with Alzheimer's disease who experience episodes of agitation.
Not a fit: Patients without a diagnosis of Alzheimer's disease or those who do not exhibit agitation symptoms may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective management strategies for agitation in Alzheimer's patients, enhancing their quality of life and reducing caregiver burden.
How similar studies have performed: Previous research has shown promise in using digital behavioral markers for monitoring health conditions, indicating potential success for this novel approach.
Where this research is happening
Portland, United States
- Oregon Health & Science University — Portland, United States (Active)
Researchers
- Principal investigator: Au-Yeung, Wan-Tai — Oregon Health & Science University
- Study coordinator: Au-Yeung, Wan-Tai
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.