Augmenting management of obstructive sleep apnea with consumer wearable devices to increase use of positive airway pressure therapy: a pilot randomized trial
Clinical Snapshot
PICO Framework
| P — Population | Adults with obstructive sleep apnea and insufficient positive airway pressure (PAP) use recruited from a VA medical center outpatient sleep clinic (n=50, mean age 47.9 years, 88% male) |
| I — Intervention | Consumer-grade wearable device-augmented self-monitoring program providing nightly pulse oximetry data in weekly reports |
| C — Comparator | Waitlist control group receiving usual care |
| O — Outcomes | Primary: change in modem-measured PAP use (hours per night) from baseline to 35 days post-randomization. Secondary: number of days with ≥4 hours PAP use over 7-day periods |
Bottom Line
This pilot RCT demonstrates that consumer wearable devices providing pulse oximetry feedback can meaningfully improve PAP adherence in OSA patients, with a clinically significant 1.5-hour increase in nightly use. While promising, the study's small size (n=50), short duration (35 days), and single-blind design limit confidence in the findings. The intervention leverages readily available technology to address the persistent clinical challenge of PAP non-adherence. However, questions remain about long-term sustainability, cost-effectiveness, and potential adverse effects of continuous monitoring. The approach warrants further investigation in larger, longer-duration trials before routine clinical implementation. For Australian practitioners, this represents an innovative but preliminary approach to improving OSA management that requires validation in local healthcare contexts.
Key Findings
P Value: p = 0.0097 for primary outcome
Effect Size: Between-group difference of 1.50 hours (90 minutes) increased nightly PAP use
Primary Outcome: Change in PAP use from baseline to 35 days: +1.33 hours (immediate group) vs -0.17 hours (waitlist control)
Nnt Or Sensitivity: Not calculable from available data
Confidence Interval: Not reported in abstract
Clinical Application
High feasibility given widespread consumer wearable adoption and existing pulse oximetry capabilities Relevant to Australian sleep medicine practice; consumer wearables not PBS-subsidised but increasingly affordable; aligns with digital health initiatives Adults with OSA and documented poor PAP adherence in sleep clinic settings
Abstract
STUDY OBJECTIVES: This pilot randomized trial measured the effects of a consumer-grade wearable-augmented program, which provides nightly pulse oximetry data to patients in a weekly report, on positive airway pressure (PAP) use in adults with obstructive sleep apnea (OSA) recruited from an outpatient sleep center. METHODS: This single-blind, parallel, two-group waitlist-controlled, single-site randomized trial recruited individuals with OSA with insufficient PAP use from a Department of Veterans Affairs medical center and randomized them to immediate participation in the consumer wearable-augmented self-monitoring program versus waitlist. The primary outcome was the change in modem-measured PAP use (mean hours or minutes per night over a 7-day period) from baseline (T1) to T3 assessment, which was 35 days following randomization (7 days post-intervention for the immediate group and prior to intervention for the waitlist group). RESULTS: We randomized 50 participants (mean age 47.9 years [SD 11.4]; 88% male). The change in PAP use was +1.33 hours (+79.8 minutes) for the immediate group and -0.17 hours (-10.2 minutes) for the waitlist control group, with a between-group difference of 1.50 hours (90 minutes) (p = .0097). The change in the number of days PAP was used for 4 hours or more over a 7-day period was +1.32 days for the immediate and 0.12 days for the waitlist control group, with a between-group difference of 1.20 (p = .0401). CONCLUSIONS: This pilot trial demonstrated that the consumer-grade wearable-augmented program is a promising intervention for increasing PAP use. A future full-scale trial that follows participants for a longer period is needed. Statement of Significance This pilot trial tested a novel use of the pulse oximetry feature available on some consumer-grade wearable devices to increase use of positive airway pressure (PAP) devices among adults with obstructive sleep apnea (OSA) and insufficient PAP use. The widespread and growing use of consumer-grade wearable devices offers an opportunity to leverage the features on these devices to tackle a common, problematic issue among individuals with OSA-insufficient use of PAP therapy. The randomized controlled design provides support for future research involving these devices.
References
- 1.Fung, C. H., Mak, S., Ash, G., Der-McLeod, E., Ereso, J. B., Naeem, S., Liu, J., Ghadimi, S., Te, T. T., Chan, V., Hurtado, J., Wong, S., Zeidler, M., & Liang, L. J. (2026). Augmenting management of obstructive sleep apnea with consumer wearable devices to increase use of positive airway pressure therapy: a pilot randomized trial. Sleep. https://doi.org/10.1093/sleep/zsaf342
Related Research
Sleep medicine
Concordance of wearable device sleep metrics with patient-reported sleep quality: A systematic review
3 Aug 2026
Sleep medicine reviews
Machine and deep learning in REM sleep behavior disorder: a scoping review and analysis of reporting quality
3 Aug 2026
Sleep medicine reviews
Artificial intelligence in sleep medicine I: Diagnosis, treatment, care, and research
2 Aug 2026
This content is for educational purposes for healthcare professionals only and does not constitute clinical advice. Clinical decisions should be based on individual patient assessment, current guidelines, and appropriate specialist consultation. Editorial Standards · Privacy Policy · Terms of Service