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

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.

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Publication Details

Journal
JMIR Formative Research
Published
2026-03-27
DOI
https://doi.org/10.2196/85253
Primary Topic
Non-Invasive Vital Sign Monitoring
Type
article
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article

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

Jessilyn Dunn, Yihang Jiang, Satasuk Joy Bhosai, David B. MacLeod et al.
JMIR Formative Research
Non-Invasive Vital Sign Monitoring
article

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

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

Abstract

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.

JMIR Formative ResearchVol. 10
Duke University (US), Clinical Research Institute (US)
Quality Education
Openalex Percentile: Top 7%
Non-Invasive Vital Sign Monitoring
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Performance of Wearable Pulse Oximetry During Controlled Hypoxia Induction: Instrument Validation Study — Jessilyn Dunn, Yihang Jiang, et al. · JMIR Formative Research (2026) | TGRS Research Map | TGRS