Disparities in Hypoxemia Detection by Pulse Oximetry Across Self-Identified Racial Groups and Associations with Clinical Outcomes
Open accessAbstract
OBJECTIVES: To assess disparities in hypoxemia detection by pulse oximetry across self-identified racial groups and associations with clinical outcomes. DESIGN: Observational cohort study from May 5, 2018, to December 31, 2020. SETTING: Three academic medical centers in the United States. PATIENTS: Adults greater than or equal to 18 years who self-identified as White, Black, Asian, or American Indian admitted to the ICU or undergoing surgery during inpatient hospitalization with simultaneous measurements of pulse oximetry-estimated oxygen saturation and arterial blood gas-derived oxygen saturation. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Multivariable models were employed to assess the relationships between race, occult hypoxemia (i.e., arterial blood gas-derived oxygen saturation < 88% despite pulse oximetry-estimated oxygen saturation ≥ 92%), and clinical outcomes of hospital mortality and hospital-free days. One-hundred twenty-eight-thousand two-hundred eighty-five paired pulse oximetry-estimated oxygen saturation-arterial blood gas-derived oxygen saturation measurements were included from 26,603 patients. Pulse oximetry-estimated oxygen saturation on average overestimated arterial blood gas-derived oxygen saturation by 1.57% (1.54-1.61%). Black, Asian, and American Indian patients were more likely to experience occult hypoxemia during hospitalization (estimated probability 6.2% [5.1-7.6%], 6.6% [4.9-8.8%], and 6.6% [4.4-10.0%], respectively) compared with White patients (3.6% [3.4-3.8%]). Black patients had increased odds of occult hypoxemia compared with White patients after adjustment (odds ratio, 1.65; 1.28-2.14; p < 0.001). Differences in occult hypoxemia between Asian and American Indian patients compared with White patients were not significant after adjustment (odds ratio, 1.53; 0.95-2.47; p = 0.077 and odds ratio, 1.31; 0.80-2.16; p = 0.288, respectively). Occult hypoxemia was associated with increased odds of mortality in surgical (odds ratio, 2.96; 1.20-7.28; p = 0.019) and ICU patients (1.36; 1.03-1.80; p = 0.033). Occult hypoxemia was associated with fewer hospital-free days in surgical (-2.5 d [-3.9 to -1.2 d]; p < 0.001) but not ICU patients (0.4 d [-0.7 to 1.4 d]; p = 0.500). CONCLUSIONS: Occult hypoxemia is more common in Black patients compared with White patients and is associated with increased mortality, suggesting potentially important outcome implications for undetected hypoxemia. It is imperative to validate pulse oximetry with expanded racial inclusion.
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Recent studies have shown a positive bias in oxygen saturation measurements in patients with darkly pigmented skin, particularly under low saturation conditions.
“Recent studies have shown a positive bias in oxygen saturation measurements in patients with darkly pigmented skin, particularly under low saturation conditions.”
From Skin pigmentation influence on pulse oximetry accuracy: a systematic review and bibliometric analysis (2022) · cites this paper as [53]
A prevalence of occult hypoxemia in dark-skinned subjects has been recently confirmed in three studies, showing that dark-skinned patients may have over three times the risk of experiencing occult hypoxemia during hospitalization compared to light-skinned patients.
“A prevalence of occult hypoxemia in dark-skinned subjects has been recently confirmed in three studies, showing that dark-skinned patients may have over three times the risk of experiencing occult hypoxemia during hospitalization compared to light-skinned patients [53,54,55].”
From Skin pigmentation influence on pulse oximetry accuracy: a systematic review and bibliometric analysis (2022) · cites this paper as [53]
More recent studies have revealed that dark skin pigmentation influences the accuracy and performance of pulse oximeter devices, resulting in overestimations, with increased incidence in the risk for occult hypoxemia (SO2<88% despite normal SpO2>92%).
“More recent studies have also revealed that dark skin pigmentation influences the accuracy and performance of pulse oximeters devices, resulting in overestimations [17,49,50,51,52,53] with increased incidence in the risk for occult hypoxemia (SO2<88% despite normal SpO2>92%) [54,55].”
From Skin pigmentation influence on pulse oximetry accuracy: a systematic review and bibliometric analysis (2022) · cites this paper as [53]
Ancestry descriptors were used in 11 studies (29.73%).
“On the other hand, ancestry descriptors were used in 11 studies (29.73%) [17,21,23,24,41,51,53,61,75,82,93]”
From Skin pigmentation influence on pulse oximetry accuracy: a systematic review and bibliometric analysis (2022) · cites this paper as [53]
Pulse oximetry performance in the dark-skinned population may lead to overestimations with increased incidence of occult hypoxemia and risk of negative health effects from diseases like COVID-19.
“To sum up, we conclude that pulse oximetry performance in the dark-skinned population may lead to overestimations with increased incidence of occult hypoxemia and risk of negative health effects from diseases like COVID-19 [51,53,55].”
From Skin pigmentation influence on pulse oximetry accuracy: a systematic review and bibliometric analysis (2022) · cites this paper as [53]
A study of 26,603 patients across four self-identified racial groups found that pulse oximetry accuracy for detection of occult hypoxemia is not consistent across these groups, with SpO2 measurements on average overestimating arterial blood gas-derived oxygen saturation by 1.57%.
“also found that the pulse oximetry accuracy for the detection of occult hypoxemia is not consistent across these self-identified ethnic groups with SpO2 measurements on average overestimating arterial blood gas-derived oxygen saturation by 1.57% [53].”
From Skin pigmentation influence on pulse oximetry accuracy: a systematic review and bibliometric analysis (2022) · cites this paper as [53]
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The Big Consequences of Small Discrepancies: Why Racial Differences in Pulse Oximetry Errors Matter
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- Authors
- Henry, N. R., Hanson, A. C., Schulte, P. J., Warner, N. S., Manento, M. N., Weister, T. J., & Warner, M. A.
- Affiliations
- Mayo Clinic (US)
- ORCID
- Venue
- Critical Care Medicine
- Published
- 2022-02
- Volume
- 50
- Issue
- 2
- Pages
- 204-211
- ISSN
- 0090-3493 (ISSN-L)
- PMC
- PMC9070439
- OpenAlex
- W4210319435
- Cited by
- 133
- References
- 9
- Citations by year
- 2026: 22 · 2025: 23 · 2024: 30 · 2023: 41 · 2022: 15
- FWCI
- 7.91
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Critical Care Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (KL2TR002379)
- National Institute on Aging (K23AG070113)
- National Heart, Lung, and Blood Institute (K23HL153310)
- National Center for Research Resources (M01RR000585)
- National Center for Advancing Translational Sciences
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Health Sciences › Medicine › Surgery › Hemodynamic Monitoring and Therapy
- Health Sciences › Medicine › Surgery › Healthcare Technology and Patient Monitoring
- Keywords
- pulse oximetry, racial disparities, oxygen saturation, arterial blood gases, Black patients, American Indian patients, Asian patients, in-hospital mortality, length of hospital stay, intensive care unit patients, surgical patients, hypoxemia detection, hospital safety
- MeSH terms
- Academic Medical Centers, Aged, Hypoxia, Arizona, Female, Florida, Humans, Male, Middle Aged, Minnesota, Oximetry, Oxygen, Skin Pigmentation, Cohort Studies, Outcome Assessment, Health Care, Racial Groups, Self Report
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