Using wearable technology to improve sleep staging
Official title: Evaluation of the Viability of Actigraphy, Wearable EEG Band and Smartphone for Sleep Staging in Comparison With Polysomnography
Run by SleepUp Tecnologia em Saúde Ltda · NCT04943562 · Data updated 2026-11-12
This study is testing whether using wearable devices and smartphones can help improve how we track and understand sleep patterns in healthy young adults compared to traditional sleep studies.
Quick facts
| Study type | Observational |
|---|---|
| Ages | 20 Years to 80 Years |
| Sex | All |
| Enrollment | 96 (estimated) |
| Sponsor | SleepUp Tecnologia em Saúde Ltda Industry-sponsored |
| Locations | 2 sites (São Caetano do Sul, São Paulo and 1 other locations) |
| Status | Recruiting |
| Started | September 9, 2021 |
| Main results expected | December 12, 2021 |
| Study ends | December 1, 2026 |
| Registry record updated | December 2, 2025 |
| Trial ID | NCT04943562 on ClinicalTrials.gov |
Is this trial a fit for you?
✓Likely a good fit
Ideal candidates are healthy volunteers aged 20 to 40 living in São Paulo, Brazil, with no sleep disorders.
✕Probably not a fit
Patients with existing sleep disorders or related symptoms will not benefit from this study.
A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.
What this trial studies
This study evaluates the effectiveness of combining wearable devices, including movement sensors and EEG bands, with smartphones for accurate sleep staging. It involves two stages, starting with a sample of 48 healthy volunteers aged 20 to 40, who will undergo polysomnography to validate the data collected from these devices. The goal is to compare the results from these technologies against traditional sleep studies to enhance diagnostic capabilities for sleep disorders.
Why it matters
Potential benefit: If successful, this approach could provide a more accessible and accurate method for diagnosing sleep disorders.
How similar studies have gone: While the use of wearable technology for sleep monitoring is gaining traction, this specific combination of devices is relatively novel and has not been extensively tested in prior studies.
Who can join: the full rules
Show full inclusion / exclusion criteria
FIRST STAGE (Healthy volunteers) Inclusion Criteria: * Age between 20 and 80 years old * Living in the city of São Paulo, Brazil * No physical or intellectual disability that prevent attending to a in-lab polysomnography or understanding its instructions. Exclusion Criteria: * Excessive daytime sleepiness (as measured by the Epworth Sleepiness Scale) * Poor sleep quality (as measured by the Pittsburgh Sleep Quality Index) * Insomnia symptoms at any level (as measured by the Insomnia Severity Index) * Symptoms of depression (as measured by the Beck Depression Inventory) * High risk to sleep apnea (as measured by the Stop-Bang questionnaire) * Presence of sleep-related symptoms (as measured by the UNIFESP (Federal University of São Paulo sleep questionnaire) * Self-reported abuse of alcohol, use of abuse drugs or use of medicine that might impact the normal sleep pattern (including hypnotics, benzodiazepines, antidepressants, corticosteroids, etc). * Self-reported chronic diseases * Diagnosis of any sleep disorders during the polysomnography SECONDS STAGE (volunteers with sleep disorders or complaints) Inclusion Criteria: * Age between 20 and 80 years old * Living in the city of São Paulo, Brazil * No physical or intellectual disability that prevent attending to a in-lab polysomnography or understanding its instructions. * At least one sleep disorder or sleep complaint. . Among these, at least 30% of the sample should have moderate to severe insomnia (as measured by the insomnia severity index), 30% should have high risk to sleep apnea (as measured by the STOP-BANG questionnaire) and 70% should have excessive sleepiness scale (as measured by the Epworth sleepiness scale). Exclusion criteria: * Absence of sleep disorders.
Where it's running
-
SleepUp Tecnologia em Saúde LTDA
São Caetano do Sul, São Paulo, Brazil Recruiting -
Centro de Especialistas do Sono
São Paulo, Brazil Recruiting
Study contacts
- Principal investigator: Gabriel Pires, PhD — Instituto do Sono
- Study coordinator: Renata Bonaldi, PhD
- Email: pesquisa@sleepup.com.br
- Phone: +55 11 933191375
Similar studies
Other studies for the same condition or treatment. Recruiting studies are listed first.
-
SleepCogni for children with chronic insomnia
A handheld SleepCogni device is tested to see if it helps kids aged 6–16 with chronic insomnia sleep better.
-
Music therapy after stroke
This trial tests whether adding music therapy to standard care helps stroke patients sleep better and feel less anxious or depressed while in the hospital.
-
Remote ischemic conditioning for post-stroke insomnia
A 136-person, randomized study will test whether a non-invasive arm-cuff procedure done twice daily for 90 days can improve sleep after a first ischemic stroke in adults 18–80.
-
Nurse-guided app-based brief behavioral therapy for insomnia in older adults
Aging adults with insomnia will be asked to try a nurse-supported, smartphone app therapy for four weeks to see if it helps with sleep.
-
Three rTMS approaches to lessen insomnia-related pain after exercise-induced muscle soreness
This study tests whether three different rTMS approaches can reduce pain sensitivity and improve recovery in adults with insomnia after inducing muscle soreness from exercise.
-
Insomnia and Sleep Disruption's Effect on Pain Sensitivity and Muscle Soreness After Exercise
This study tests whether poor sleep or insomnia affects how people feel pain and recover from exercise-induced muscle soreness in healthy adults.
How to take part
- Review the eligibility criteria above with your treating physician.
- Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
- Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.