Evidence map›Paper›PMID 41894520›Full record

ArticleJMIR formative research2026

Performance of Wearable Pulse Oximetry During Controlled Hypoxia Induction: Instrument Validation Study.

Yihang Jiang, Connor Spies, Ali R Roghanizad, Will Ke Wang, Satasuk Joy Bhosai, Laurie Snyder, Ashley Burke, David MacLeod, Jessilyn Dunn

Abstract readValidation Study
In one paragraph

Article in JMIR formative research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

9 authors.

Yihang JiangDepartment of Biomedical Engineering, Duke University, 534 Research Dr, # 448, Durham, NC, 27710, United States, 1 9542960640.ORCID 0000-0003-2062-7946
Connor SpiesDepartment of Medicine, Duke University, Durham, NC, United States.ORCID 0000-0003-2375-4561
Ali R RoghanizadDepartment of Biomedical Engineering, Duke University, 534 Research Dr, # 448, Durham, NC, 27710, United States, 1 9542960640.ORCID 0000-0002-3461-5092
Will Ke WangDepartment of Biomedical Engineering, Duke University, 534 Research Dr, # 448, Durham, NC, 27710, United States, 1 9542960640.ORCID 0000-0003-1444-5468
Satasuk Joy BhosaiDepartment of Medicine, Duke University, Durham, NC, United States.ORCID 0009-0001-7843-375X
Laurie SnyderDepartment of Medicine, Duke University, Durham, NC, United States.ORCID 0000-0002-5962-2184
Ashley BurkeHuman Pharmacology and Physiology Lab, Duke University, Durham, NC, United States.ORCID 0009-0007-6549-4581
David MacLeodHuman Pharmacology and Physiology Lab, Duke University, Durham, NC, United States.ORCID 0000-0002-5989-3961
Jessilyn DunnDepartment of Biomedical Engineering, Duke University, 534 Research Dr, # 448, Durham, NC, 27710, United States, 1 9542960640.ORCID 0000-0002-3241-8183

Funding

Mobile technologies to screen for prediabetes and type 2 diabetes in asymptomatic adultsR01DK133531 · NIDDK · DUKE UNIVERSITY · PI JESSILYN P DUNN · 2023 to 2026
$2.5M
NIDDK NIH HHS R01 DK133531NSF CAREER #2339669
6 · The paper itself

Abstract

Background: Oxygen saturation is a crucial metric used for monitoring patients with lung disease or respiratory illness who are at risk of hypoxemia (low blood oxygen saturation). Early and accurate identification of abnormal oxygen saturation is important for these patients, who may develop significant desaturation and hypoxemia symptoms during their daily activities. Objective: This study aimed to evaluate the accuracy of Apple Watch Series 7 and a clinical-grade pulse oximeter, Masimo MightySat Rx, under hypoxemia and to assess whether measurement error is influenced by the oxygen desaturation rate (ODR). Methods: We calculated the ODR of each measurement and conducted a comparative analysis of the displayed oxygen saturation readings from both the Masimo MightySat Rx finger pulse oximeter and Apple Watch Series 7 with arterial blood oxygen saturation (SaO2) readings obtained from a blood gas analyzer. Results: Both the Masimo MightySat Rx pulse oximeter and the Apple Watch Series 7 tended to overestimate oxygen saturation. The pulse oximeter readings were more likely to fall within 2% of the acceptable (as specified by Masimo) peripheral oxygen saturation (SpO₂) error range than the Apple Watch (49.03% vs 32.14%). Notably, both devices had limitations under low oxygen saturation levels (<88%), with an accuracy root mean square difference (Arms) of 3.52% (95% CI 3.18%-3.86%) and 5.82% (95% CI 5.32%-6.31%) for the Masimo MightySat Rx and Apple Watch Series 7, respectively. Among the blood oxygen measurements taken during a high ODR (ie, ≥2% SpO2 per minute), which is a rate clinically correlated with sleep apnea, the Arms increased slightly by 0.75% for the Masimo MightySat Rx and decreased by 0.28% for the Apple Watch Series 7. Conclusions: Both devices consistently overestimated SpO2, with accuracy declining notably during hypoxemia. The Apple Watch Series 7 mean bias suggests a likelihood of missing instances of hypoxemia, particularly at arterial oxygen saturation values below but close to 88%. Both the Apple Watch Series 7 and Masimo MightySat Rx exhibited Arms values exceeding the US Food and Drug Administration threshold under conditions of hypoxemia. While past studies have implicated high ODRs in increasing measurement error, we found no statistically significant relationship between ODR and measurement error for either device. Overall, our findings of SpO2 overestimation and high Arms values underscore the need for caution when interpreting oxygen saturation values from these devices. The small sample size and limited diversity in skin tone and age restrict the generalizability of our findings. Future studies should include larger and more diverse populations to evaluate the performance of wearable-based pulse oximetry.

Indexed as

HypoxiaOximetryWearable Electronic DevicesAdultFemaleHumansMaleMiddle AgedOxygenOxygen SaturationReproducibility of ResultsOxygenhypoxemiaoxygen saturationpulse oximetrysmartwatcheswearable electronic devices

Identifiers

PMID41894520
PMCPMC13026435

What OpenQuestion holds

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Registered trials

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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.