Clinical trial Recruiting at 2 sites Observational Ages 20 to 80

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 typeObservational
Ages20 Years to 80 Years
SexAll
Enrollment96 (estimated)
SponsorSleepUp Tecnologia em Saúde Ltda
Industry-sponsored
Locations2 sites (São Caetano do Sul, São Paulo and 1 other locations)
StatusRecruiting
StartedSeptember 9, 2021
Main results expectedDecember 12, 2021
Study endsDecember 1, 2026
Registry record updatedDecember 2, 2025
Trial IDNCT04943562 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

Similar studies

Other studies for the same condition or treatment. Recruiting studies are listed first.

How to take part

  1. Review the eligibility criteria above with your treating physician.
  2. Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
  3. Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.
Last reviewed 2026-11-14 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.