The Use of Multiple Sensors to Track Sleep in Nightshift Workers (NCT06670287)
A Multi-Sensor Machine Learning Approach to Precision Sleep Tracking for Nightshift Workers
🩺 Plain-English Summary (8th-Grade Level)
Sleep is often a challenge for nightshift workers because their work and sleep schedules are inverted. Sleep is commonly measured using actigraphy, which is the standard measure of objective sleep in the general population; however, this method has substantial limitations for nightshift workers because the standard legacy algorithms only correctly identify 50.3% of daytime sleep. This significantly reduces the validity for nightshift workers. The purpose of this study is to test a novel method to expand actigraphy by using 1) a multi-sensor approach that 2) uses machine learning (ML) algorithms to increase the accuracy of detecting daytime sleep.
Who can join: Review the eligibility criteria below.
Location: Henry Ford Columbus Medical Center — Novi, Michigan
Age range: 18 Years
🧪 Interventions in This Study
- Single-Sensor Tracking (In-Lab) (OTHER)
- Multi-Sensor Sleep Tracking (In-Lab) (OTHER)
- Multi-Sensor Sleep Tracking (At-Home) (OTHER)
📋 "Do I Qualify?" — 1-Minute Self Screener
Instant ChecklistFull eligibility criteria are available on the official NIH protocol. View the criteria ↗
📍 All Participating Trial Locations (1 Sites)
- Henry Ford Columbus Medical Center — Novi, Michigan
📞 Contact the Study Coordinator
Phone: (248) 344-7361
Email: pcheng1@hfhs.org
Coordinator details come directly from the registered NIH protocol. Confirm the study is still recruiting before traveling.
💰 Cost, Insurance & Patient Rights
- 100% Free Items: The investigational treatment and protocol-required procedures are supplied at zero cost by the sponsor.
- Routine Patient Care: Under federal law (ACA § 2709) and many state statutes, routine care costs are covered during participation.
- Voluntary Participation: You may withdraw at any time without affecting your standard medical care.
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💡 How to Participate
- Check the checklist above to see if you may qualify.
- Contact the study coordinator using the phone/email above.
- Ask about the visit schedule, what is covered at no cost, and any travel support.
- Confirm with your own doctor before making a decision.