ClinicalTrials.gg
CompletedNCT06900530Updated Jan 20, 2026

Evaluating Sleep Quality With Emerging Technologies

An observational study in Snoring, Sleep Disturbances and Hypoxia, sponsored by Case Western Reserve University. Completed at 1 site in United States. Open to participants aged 20 Years to 75 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-01-20.

Sponsored by Case Western Reserve University · Observational

Study type
Observational
Model
Cohort
Time perspective
Prospective
Enrollment
52
Ages
20 Years to 75 Years
Sex
All
01

Study summary

To investigate the sleep quality of the adult orthodontic patient population at the Case Western Reserve University School of Dental Medicine using the NOSE Questionnaire, STOP-BANG Questionnaire, SleepCycle app, and Belun Ring.

The sample will consist of adult orthodontic patients who came seeking care at the Case Western Reserve University School of Dental Medicine's Orthodontic Department.

Inclusion criteria include adult patients in active treatment in the Case Western Reserve University School of Dental Medicine's Orthodontics Department, age 20 or higher, willingness to give informed consent and participate in the study, possession of a smartphone, and ability to return the Belun Ring and complete the follow-up questionnaire. Exclusion criteria include age less than 20, current or history of taking blood pressure medication, pregnancy, hypovolemia, allergy to thermoplastic elastomers or polycarbonates, anemia, use of mandibular repositioning devices, or active palatal expansion.

There were no existing publications similar to our study found in the current literature. So, the required sample size was estimated by the G Power formula for prevalence studies. The global prevalence of AHI 15 was used to estimate the required sample size for this study. The required sample size for 80% power and .05 precision came to 26 subjects.

Read the detailed description

Patients will complete four questionnaires (STOP-BANG, NOSE Score, Epworth Sleepiness Scale, and PROMIS Sleep Disturbance Questionnaire), and then wear the Belun Ring for 7 consecutive nights and use the Sleep Cycle App for seven consecutive nights. Patients also will complete a sleep tracking journal. Data points collected by the Belun Ring will include start time, end time, total recording time, oxygen desaturation index, total minutes when spO2 higher than 90%, minimum spO2 percentage, percent of time below 90% O2 saturation, mean spO2, sleep efficiency, bAHI, REM sleep (%), mean pulse rate, and total sleep time. The data collected by the Sleep Cycle will include time in bed, time asleep, minutes snoring, sleep regularity, and sleep quality.

The Sleep Cycle app and the Belun Ring will be used used simultaneously. Ideally, all seven night of the week will have data collected. If the patient skips a night of data collection, they will be encouraged to continue the study regardless.

Microsoft Excel will be used for data analysis. The Jarque Bera test will be used to test for the normality of data distribution. Descriptive statistics will be calculated for each category of data from the questionnaires, Belun Ring, and Sleep Cycle app. Correlation analyses will also be performed between all categories of data. One-way Analysis of Variance (ANOVA) tests will be used to assess whether there are significant differences in the data collected each day of the week for the Belun Ring and Sleep Cycle app, at the p=0.05 level of statistical significance. One-way T-tests will be used to compare data between subjects with bAHI less than 10 and bAHI higher than 10.

02

Conditions studied

  • Snoring
  • Sleep Disturbances
  • Hypoxia
  • Obstructive Sleep Apnea (OSA)

Keywords

  • Sleep quality
  • AHI
  • OSA
03

In context

Snoring

122 studies on the registry are indexed under Snoring; 15 are open to participants now.

This study's enrollment of 52 is below the median of 100 across 22 observational studies indexed under Snoring.

Browse Snoring studies →

Lead sponsor

Case Western Reserve University is the lead sponsor of 160 studies on the registry; 28 are open to participants now.

Of its 10 completed or terminated interventional studies of FDA-regulated products, 7 (70%) have results posted.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
20 Years to 75 Years
Sexes eligible
All
Accepts healthy volunteers
Yes
Sampling method
Non-probability sample

Study population

Adult orthodontic patients

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Between 20 and 75 years of age
  • Current orthodontic patient at Case Western Reserve University
  • Possession of a smartphone
  • Ability to return Belun ring

Exclusion criteria

Exclusion Criteria:

  • Less than 20 or older than 75 years of age.
  • Current or history of taking blood pressure medication, pregnancy, hypovolemia, allergy to thermoplastic elastomers or polycarbonates, anemia, use of mandibular repositioning devices, or active palatal expansion.
05

Study design

Observational model
Cohort
Time perspective
Prospective
Enrollment
52 participants (actual)
Target follow-up
7 Days
Patient registry
Yes

Groups and cohorts

  • Experimental

    Subjects will be given the NOSE Questionnaire, STOP-BANG Questionnaire, SleepCycle app, and Belun Ring. They will be asked to use the equipment for 7 days and report back

06

What researchers measure

Primary outcomes

  1. Nasal Obstruction Assessment (NOSE) Questionnaire Score

    The NOSE questionnaire is a validated tool that assesses nasal blockage. It provides an objective score that ranges from 0 to 100 with lower scores indicating less nasal blockage and higher scores indicating worse nasal blockage.

    Time frame: baseline

  2. Adult Obstructive Sleep Apnea (STOPBAng) Questionnaire

    The STOPBang questionnaire is a validated tool that assesses the risk of obstructive sleep apnea (OSA). It provides an objective score that ranges from 0 to 8 with lower scores indicating lower risk of sleep apnea and higher scores indication higher risk of sleep apnea.

    Time frame: baseline

  3. Patient-Reported Outcomes Measurement Information System (PROMIS) Sleep Disturbance Questionnaire

    The PROMIS Sleep Disturbance Questionnaire assesses the quality of sleep objectively that ranges from 8 to 40 with lower scores indicating less sleep disturbance and higher scores indicating more severe sleep disturbances.

    Time frame: baseline

  4. Epworth Sleepiness Scale (ESS) Questionnaire

    The Epworth Sleepiness Scale Questionnaire is a validated tool to assess daily sleepiness. It provides an objective score that can range from 0 to 24 with lower scores indicating less daytime sleepiness and higher scores indicating more severe daytime sleepiness.

    Time frame: baseline

  5. Belun Ring REM sleep percentage.

    The Belun ring measures the the mean REM sleep percentage.

    Time frame: The subject is asked to use it for 7 days, and the average and standard deviation of those 7 days is the outcome that will be used.

  6. Belun Ring Oxygen Saturation

    The Belun ring measures the mean oxygen saturation as the average percentage of oxygen saturation in the blood.

    Time frame: The subject is asked to use it for 7 days, and the average and standard deviation of those 7 days is the outcome that will be used.

  7. Belun Ring apnea/hypopnea index

    The Belun ring measures the apnea/hypopnea index. The outcome is the number of apneic events per hour of sleep.

    Time frame: The subject is asked to use it for 7 days, and the average and standard deviation of those 7 days is the outcome that will be used.

  8. SleepCycle App

    The Sleep Cycle app is a smartphone app that measures time in bed, time asleep, and the presence of snoring.

    Time frame: The subject is asked to use it for 7 days, and the average and standard deviation of those 7 days is the outcome that will be used.

07

Study locations

1 site
  • Case Western Reserve University Dental Clinic - Orthodontics
    Cleveland, Ohio 44106, United States
08

References and documents

Publications

  • Schutte-Rodin S, Deak MC, Khosla S, Goldstein CA, Yurcheshen M, Chiang A, Gault D, Kern J, O'Hearn D, Ryals S, Verma N, Kirsch DB, Baron K, Holfinger S, Miller J, Patel R, Bhargava S, Ramar K. Evaluating consumer and clinical sleep technologies: an American Academy of Sleep Medicine update. J Clin Sleep Med. 2021 Nov 1;17(11):2275-2282. doi: 10.5664/jcsm.9580. No abstract available. PubMed 34314344 ↗
  • Yeh E, Wong E, Tsai CW, Gu W, Chen PL, Leung L, Wu IC, Strohl KP, Folz RJ, Yar W, Chiang AA. Detection of obstructive sleep apnea using Belun Sleep Platform wearable with neural network-based algorithm and its combined use with STOP-Bang questionnaire. PLoS One. 2021 Oct 11;16(10):e0258040. doi: 10.1371/journal.pone.0258040. eCollection 2021. PubMed 34634070 ↗
  • Gu W, Leung L, Kwok KC, Wu IC, Folz RJ, Chiang AA. Belun Ring Platform: a novel home sleep apnea testing system for assessment of obstructive sleep apnea. J Clin Sleep Med. 2020 Sep 15;16(9):1611-1617. doi: 10.5664/jcsm.8592. PubMed 32464087 ↗
  • Nagappa M, Liao P, Wong J, Auckley D, Ramachandran SK, Memtsoudis S, Mokhlesi B, Chung F. Validation of the STOP-Bang Questionnaire as a Screening Tool for Obstructive Sleep Apnea among Different Populations: A Systematic Review and Meta-Analysis. PLoS One. 2015 Dec 14;10(12):e0143697. doi: 10.1371/journal.pone.0143697. eCollection 2015. PubMed 26658438 ↗
  • Chung F, Abdullah HR, Liao P. STOP-Bang Questionnaire: A Practical Approach to Screen for Obstructive Sleep Apnea. Chest. 2016 Mar;149(3):631-8. doi: 10.1378/chest.15-0903. Epub 2016 Jan 12. PubMed 26378880 ↗
  • Klaus K, Stummer AL, Ruf S. Accuracy of a Smartphone Application Measuring Snoring in Adults-How Smart Is It Actually? Int J Environ Res Public Health. 2021 Jul 8;18(14):7326. doi: 10.3390/ijerph18147326. PubMed 34299777 ↗
  • Figueras-Alvarez O, Canto-Naves O, Cabratosa-Termes J, Roig-Cayon M, Felipe-Spada N, Tomas-Aliberas J. Snoring intensity assessment with three different smartphones using the SnoreLab application in one participant. J Clin Sleep Med. 2020 Nov 15;16(11):1971-1974. doi: 10.5664/jcsm.8676. PubMed 32638700 ↗

Study documents

PDFs hosted by the registry, ClinicalTrials.gov.

Individual participant data

Plan to share: Yes — Data without PHI will be shared upon request.

Supporting information: Study protocol, Statistical analysis plan, Informed consent form, Clinical study report

Time frame: After study completion

Access criteria: Upon request

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jan 20, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT06900530
Responsible party
Sponsor
First posted
Mar 28, 2025
Start date
Feb 10, 2024
Primary completion
Dec 15, 2025
Completion
Dec 15, 2025
Last update
Jan 20, 2026

Study contacts

Juan M Palomo, DDS, MSD
principal investigator · Case Western Reserve University

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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This study is completed, as verified in Jan 2026. You cannot join it, but the record below documents what was studied.

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