Racial effects on Masimo pulse oximetry: a laboratory study
Open accessPublished version of a preprint
Abstract
Recent publications have suggested that pulse oximeters exhibit reduced accuracy in dark-skinned patients during periods of hypoxemia. Masimo SET® (Signal Extraction Technology®) has been designed, calibrated, and validated using nearly equal numbers of dark and light skinned subjects, with the goal of eliminating differences between pulse oximetry saturation (SpO 2 ) and arterial oxygen saturation (SaO 2 ) values due to skin pigmentation. The accuracy concerns reported in dark-skinned patients led us to perform a retrospective analysis of healthy Black and White volunteers. Seventy-five subjects who self-identified as being racially Black or White underwent a desaturation protocol where SaO 2 values were decreased from 100 to 70%, while simultaneous SpO 2 values were recorded using Masimo RD SET® sensors. Statistical bias (mean difference) and precision (standard deviation of difference) were − 0.20 ± 1.40% for Black and − 0.05 ± 1.35% for White subjects. Plots of SpO 2 versus SaO 2 show no significant visible differences between races throughout the saturation range from 70 to 100%. Box plots grouped in 1% saturation bins, from 89–96%, and plotted against concomitant SaO 2 values, show that occult hypoxemia (SaO 2 < 88% when SpO 2 = 92–96%) occurred in only 0.2% of White subject data pairs, but not in any Black subjects. There were no clinically significant differences in bias (mean difference of SpO 2 -SaO 2 ) found between healthy Black and White subjects. Occult hypoxemia was rare and did not occur in Black subjects. Masimo RD SET® can be used with equal assurance in people with dark or light skin. These laboratory results were obtained in well-controlled experimental conditions in healthy volunteers—not reflecting actual clinical conditions/patients.
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The Masimo MightySat Rx is a clinical-grade finger pulse oximeter reference standard currently not thought to be affected by racial bias, with a reported 2% error measurements without motion.
“a clinical-grade finger pulse oximeter reference standard currently not thought to be affected by racial bias[20], with a reported 2% error measurements without motion”
From Investigating the accuracy of blood oxygen saturation measurements in common consumer smartwatches (2023) · cites this paper as [20]
The Discussion reports no clinically significant racial difference in accuracy for Masimo SET pulse oximeters with RD SET sensors in healthy Black and White volunteers. It does not identify or test the MightySat Rx, so the finding cannot establish that this particular finger oximeter is unaffected by racial bias. The Results report a combined root-mean-square error of 1.38%, not a 2% no-motion error; no page numbers are supplied in our copy. (LLM, conf=0.87)
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Cites
Racial bias in pulse oximetry measurement
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Flagged first, then by citations
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Sorted by citations
Singh, S., Bennett, M. R., Chen, C., Shin, S., Ghanbari, H., & Nelson, B. W. (2024) · Journal of Medical Internet Research · doi:10.2196/62769 · Cited by 36 · see citing works
Investigating the accuracy of blood oxygen saturation measurements in common consumer smartwatches
Jiang, Y., Spies, C., Magin, J., Bhosai, S. J., Snyder, L., & Dunn, J. (2023) · PLOS Digital Health · doi:10.1371/journal.pdig.0000296 · Cited by 36 · see citing works
“These watches were compared against the Masimo MightySat Rx, a clinical-grade finger pulse oximeter reference standard currently not thought to be affected by racial bias[20], with a reported 2% error measurements without motion (Fig 5B) and also compared the”
Method
- Authors
- Barker, S. J., & Wilson, W. C.
- Affiliations
- Masimo (United States) (US)
- Corresponding author
- Barker, Steven J.
- ORCID
- Barker, Steven J.
- Venue
- Journal of Clinical Monitoring and Computing
- Published
- 2022-11-12
- Volume
- 37
- Issue
- 2
- Pages
- 567-574
- ISSN
- 1387-1307 (ISSN-L)
- 1573-2614
- PMC
- PMC9652601
- OpenAlex
- W4309081334
- Cited by
- 36
- References
- 4
- Citations by year
- 2026: 7 · 2025: 6 · 2024: 11 · 2023: 12
- FWCI
- 2.11
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Journal of Clinical Monitoring and Computing (publishedVersion, cc-by)
- Research Square (acceptedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Masimo
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Health Sciences › Medicine › Surgery › Hemodynamic Monitoring and Therapy
- Health Sciences › Medicine › Physiology › Clinical Laboratory Practices and Quality Control
- Keywords
- pulse oximetry, skin pigmentation, dark skin, racial differences, hypoxemia, oxygen saturation, measurement accuracy, Black and White patients, desaturation
- MeSH terms
- Hypoxia, Humans, Oximetry, Oxygen, Retrospective Studies, Reproducibility of Results
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