Evidence map›Paper›PMID 42549209›Full record

ArticleHuman factors in healthcare2026

Feasibility, acceptability, and usability of a novel self-monitoring program utilizing a consumer-grade wearable device paired with sleep-related patient-reported outcomes for veterans with obstructive sleep apnea.

Selene Mak, Sara Ghadimi, Erin Der-McLeod, Saadia Naeem, Virginia Moore, Lizzeth Gil, Moeed Chohan, Michelle Zeidler, Garrett Ash, Constance Fung

Abstract read
In one paragraph

Article in Human factors in healthcare, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Selene MakCenter for the Study of Healthcare Innovation, Implementation & Policy, VA Greater Los Angeles Healthcare System, United States of America.ORCID 0000-0002-3722-4361
Sara GhadimiGeriatric Research Education & Clinical Center, VA Greater Los Angeles Healthcare System, United States of America.
Erin Der-McLeodGeriatric Research Education & Clinical Center, VA Greater Los Angeles Healthcare System, United States of America.
Saadia NaeemGreater Los Angeles Veterans Research & Education Foundation, United States of America.
Virginia MooreVA Greater Los Angeles Sleep Center, United States of America.
Lizzeth GilVA Greater Los Angeles Sleep Center, United States of America.
Moeed ChohanVA Richmond Healthcare System, United States of America.
Michelle ZeidlerVA Greater Los Angeles Sleep Center, United States of America.
Garrett AshVA Connecticut Healthcare System, United States of America.ORCID 0000-0002-8655-7525
Constance FungCenter for the Study of Healthcare Innovation, Implementation & Policy, VA Greater Los Angeles Healthcare System, United States of America.ORCID 0000-0002-0140-7932

Funding

Informatics-Based Digital Application to Promote Safe Exercise in Middle-Aged Adults with Type 1 DiabetesK01DK129441 · NIDDK · YALE UNIVERSITY · PI Garrett Igo Ash · 2022 to 2026
$950k
NIDDK NIH HHS K01 DK129441
6 · The paper itself

Abstract

Background: Obstructive sleep apnea (OSA) is characterized by repeated airway obstruction and associated oxygen desaturation during sleep. Positive airway pressure remains the most common treatment, but some patients use non-positive airway pressure (non-PAP) therapies such as positional devices and oral appliances. Unlike PAP devices, these therapies do not typically provide ongoing physiologic feedback. This lack of feedback can make it difficult for patients to understand their nightly physiology between sleep studies. While consumer-grade wearables are not intended to diagnose OSA, they offer an opportunity to design patient-facing tools that support access to and interpretation of peripheral oxygen saturation (SpO Methods: This clinical demonstration project developed and iteratively refined a workflow for generating a weekly report that combined smartwatch-derived SpO Results: Of the 17 patients who enrolled, 16 completed the program and 15 completed the post-program survey. At least 70% of respondents agreed that the program was feasible, acceptable, and appropriate. The System Usability Scale score was 75.8, indicating above-average usability. The Net Promoter Score was 64, suggesting willingness to recommend the program. Most respondents (≥85%) reported that "at least some effort" was made to engage them in shared decision-making during the clinician review session. Think-aloud interviews indicated that patients who were interviewed found the report helpful for making sense of their data and preferred side-by-side visualizations of higher (≥93%) and lower (<93%) SpO Conclusion: Incorporating consumer-grade smartwatch SpO

Indexed as

Data visualizationDigital healthObstructive sleep apneaVeterans

Identifiers

PMID42549209
PMCPMC13431043

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.