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Research ArticleOriginal Research

Racial Disparities in Occult Hypoxemia and Clinically Based Mitigation Strategies to Apply in Advance of Technological Advancements

Christopher F Chesley, Meghan B Lane-Fall, Venkat Panchanadam, Michael O Harhay, Arshad A Wani, Mark E Mikkelsen and Barry D Fuchs
Respiratory Care December 2022, 67 (12) 1499-1507; DOI: https://doi.org/10.4187/respcare.09769
Christopher F Chesley
Pulmonary, Allergy, and Critical Care Division, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania; Palliative and Advanced Illness Research Center, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania; and Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania.
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  • For correspondence: [email protected]
Meghan B Lane-Fall
Palliative and Advanced Illness Research Center, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania; and Department of Anesthesiology and Critical Care, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania.
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Venkat Panchanadam
Penn Value Improvement, Penn Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.
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Michael O Harhay
Pulmonary, Allergy, and Critical Care Division, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania; Palliative and Advanced Illness Research Center, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania; Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia, Pennsylvania; and Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania.
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Arshad A Wani
Pulmonary, Allergy, and Critical Care Division, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania.
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Mark E Mikkelsen
Division of Pulmonary Sciences and Critical Care Medicine, Department of Medicine, University of Colorado, Anschutz Medical Campus, Aurora, Colorado.
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Barry D Fuchs
Pulmonary, Allergy, and Critical Care Division, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania.
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Abstract

BACKGROUND: Pulse oximetry is the mainstay of patient oxygen monitoring. Measurement error from pulse oximetry is more common for those with darker skin pigmentation, yet this topic remains understudied, and evidence-based clinical mitigation strategies do not currently exist. Our objectives were to measure the rate of occult hypoxemia, defined as arterial oxygen saturation (SaO2) < 88% when pulse oximeter oxygen saturation was between 92–96%, in a racially diverse critically ill population; to analyze degree, direction, and consistency of measurement error; and to develop a mitigation strategy that minimizes occult hypoxemia in advance of technological advancements.

METHODS: We performed a multi-center retrospective cohort study of critically ill subjects.

RESULTS: Among 105,467 paired observations from 7,693 subjects, we found occult hypoxemia was more common among minority subjects. The frequency of occult hypoxemia was 7.9% versus 2.9% between Black and white subjects, respectively, (P < .001). Pulse oximeter measurement errors were inconsistent throughout a patient encounter, with 67% of encounters having a range of intra-subject measurement errors > 4 percentage points. In 75% of encounters, the intra-subject errors were bidirectional. SaO2 < 88% was less common at higher pulse oximeter oxygenation ranges (4.1% and 1.8% of observations among Black and white subjects at a pulse oximeter threshold of 94–98%). Although occult hypoxemia was further reduced at oxygenation saturation range 95–100%, the frequency of hyperoxemia (partial pressure of arterial oxygen > 110 mm Hg) became more common, occurring in 42.3% of Black and 46.0% of white observations.

CONCLUSIONS: Measurement error in pulse oximetry is common for all racial groups, but occult hypoxemia occurred most commonly in Black subjects. The highly variable magnitude and direction of measurement error preclude an individualized mitigation approach. In advance of technological advancements, we recommend targeting a pulse oximetry saturation goal of 94–98% for all patients.

  • oximetry
  • racial bias
  • measurement error
  • disparities
  • hypoxia

Footnotes

  • Correspondence: Christopher F Chesley MD, 3400 Spruce Street, 839 West Gates Building, Philadelphia, PA 19104. E-mail: christopher.chesley{at}pennmedicine.upenn.edu
  • See the Related Editorial on Page 1633

  • The authors have disclosed no conflicts of interest.

  • Dr Chesley received funding from the American Thoracic Society Fellowship in Health Equity.

  • Drs Mikkelsen and Fuchs are co-senior authors.

  • Copyright © 2022 by Daedalus Enterprises
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Respiratory Care: 67 (12)
Respiratory Care
Vol. 67, Issue 12
1 Dec 2022
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Racial Disparities in Occult Hypoxemia and Clinically Based Mitigation Strategies to Apply in Advance of Technological Advancements
Christopher F Chesley, Meghan B Lane-Fall, Venkat Panchanadam, Michael O Harhay, Arshad A Wani, Mark E Mikkelsen, Barry D Fuchs
Respiratory Care Dec 2022, 67 (12) 1499-1507; DOI: 10.4187/respcare.09769

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Racial Disparities in Occult Hypoxemia and Clinically Based Mitigation Strategies to Apply in Advance of Technological Advancements
Christopher F Chesley, Meghan B Lane-Fall, Venkat Panchanadam, Michael O Harhay, Arshad A Wani, Mark E Mikkelsen, Barry D Fuchs
Respiratory Care Dec 2022, 67 (12) 1499-1507; DOI: 10.4187/respcare.09769
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Keywords

  • oximetry
  • racial bias
  • measurement error
  • disparities
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