Cited by 50COVID-19 Clinical Research StudiesNon-Invasive Vital Sign MonitoringChronic Obstructive Pulmonary Disease (COPD) Research

Clinical Outcomes Associated With Overestimation of Oxygen Saturation by Pulse Oximetry in Patients Hospitalized With COVID-19

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Fawzy, Ashraf, Wu, Tianshi David, Wang, Kunbo, Sands, Kenneth E., Fisher, Arielle M., Arnold Egloff, Shanna A., DellaVolpe, Jeffrey D., Iwashyna, Theodore J. +2 more·2023·JAMA Network Open

Abstract

Importance: Many pulse oximeters have been shown to overestimate oxygen saturation in persons of color, and this phenomenon has potential clinical implications. The relationship between overestimation of oxygen saturation with timing of COVID-19 medication delivery and clinical outcomes remains unknown. Objective: To investigate the association between overestimation of oxygen saturation by pulse oximetry and delay in administration of COVID-19 therapy, hospital length of stay, risk of hospital readmission, and in-hospital mortality. Design, Setting, and Participants: This cohort study included patients hospitalized for COVID-19 at 186 acute care facilities in the US with at least 1 functional arterial oxygen saturation (SaO 2) measurement between March 2020 and October 2021. A subset of patients were admitted after July 1, 2020, without immediate need for COVID-19 therapy based on pulse oximeter saturation (SpO 2 levels of 94% or higher without supplemental oxygen). Exposures: Self-reported race and ethnicity, difference between concurrent SaO 2 and pulse oximeter saturation (SpO 2) within 10 minutes, and initially unrecognized need for COVID-19 therapy (first SaO 2 reading below 94% despite SpO 2 levels of 94% or above). Main Outcome and Measures: The association of race and ethnicity with degree of pulse oximeter measurement error (SpO 2 − SaO 2) and odds of unrecognized need for COVID-19 therapy were determined using linear mixed-effects models. Associations of initially unrecognized need for treatment with time to receipt of therapy (remdesivir or dexamethasone), in-hospital mortality, 30-day hospital readmission, and length of stay were evaluated using mixed-effects models. All models accounted for demographics, clinical characteristics, and hospital site. Effect modification by race and ethnicity was evaluated using interaction terms. Results: Among 24 504 patients with concurrent SpO 2 and SaO 2 measurements (mean [SD] age, 63.9 [15.8] years; 10 263 female [41.9%]; 3922 Black [16.0%], 7895 Hispanic [32.2%], 2554 Asian, Native American or Alaskan Native, Hawaiian or Pacific Islander, or another race or ethnicity [10.4%], and 10 133 White [41.4%]), pulse oximetry overestimated SaO 2 for Black (adjusted mean difference, 0.93 [95% CI, 0.74-1.12] percentage points), Hispanic (0.49 [95% CI, 0.34-0.63] percentage points), and other (0.53 [95% CI, 0.35-0.72] percentage points) patients compared with White patients. In a subset of 8635 patients with a concurrent SpO 2 − SaO 2 pair without immediate need for COVID-19 therapy, Black patients were significantly more likely to have pulse oximetry values that masked an indication for COVID-19 therapy compared with White patients (adjusted odds ratio [aOR], 1.65; 95% CI, 1.33-2.03). Patients with an unrecognized need for COVID-19 therapy were 10% less likely to receive COVID-19 therapy (adjusted hazard ratio, 0.90; 95% CI, 0.83-0.97) and higher odds of readmission (aOR, 2.41; 95% CI, 1.39-4.18) regardless of race (P for interaction = .45 and P = .14, respectively). There was no association of unrecognized need for COVID-19 therapy with in-hospital mortality (aOR, 0.84; 95% CI, 0.71-1.01) or length of stay (mean difference, −1.4 days; 95% CI, −3.1 to 0.2 days). Conclusions and Relevance: In this cohort study, overestimation of oxygen saturation by pulse oximetry led to delayed delivery of COVID-19 therapy and higher probability of readmission regardless of race. Black patients were more likely to have unrecognized need for therapy with potential implications for population-level health disparities.

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  • Overestimated SpO2 readings in patients with darker skin pigmentation lead to lower hospital admission, higher occult hypoxemia, delayed or no access to dexamethasone, therapeutic oxygen, and COVID-19 therapies, resulting in increased hospital readmission, organ dysfunction, and mortality.

    “leading to lower hospital admission; higher occult hypoxemia; and delayed or no access to dexamethasone, therapeutic oxygen, and COVID-19 therapies, resulting in increased hospital readmission, organ dysfunction, and mortality [11-18].”

    From Impact of skin pigmentation on pulse oximetry blood oxygenation and wearable pulse rate accuracy: systematic review and meta-analysis (2024) · cites this paper as [16]

    Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

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  • Patients with darker skin pigmentation are more likely than patients with lighter skin color to have overestimated SpO2 readings.

    “Patients with darker skin pigmentation are more likely than patients with lighter skin color to have overestimated SpO2 readings”

    From Impact of skin pigmentation on pulse oximetry blood oxygenation and wearable pulse rate accuracy: systematic review and meta-analysis (2024) · cites this paper as [16]

    The Results (Association of Race and Ethnicity With Pulse Oximeter Error) find greater SpO2 overestimation among Black, Hispanic, and other racial or ethnic minority patients than among White patients. But the Limitations state that the study used self-reported race and ethnicity as a surrogate for skin tone; it did not directly establish the comparison between darker and lighter skin pigmentation stated in the claim. (LLM, conf=0.88)

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Research works printed but not linked: 24

  1. [1]Mower WR, Sachs C, Nicklin EL, Safa P, Baraff LJ. Effect of routine emergency department triage pulse oximetry screening on medical management. Chest. 1995; 108(5): 1297- 1302. doi: 10.1378/chest.108.5.1297 7587433 · DOI
  2. [5]Valbuena VSM, Barbaro RP, Claar D,. Racial bias in pulse oximetry measurement among patients about to undergo extracorporeal membrane oxygenation in 2019-2020: a retrospective cohort study. Chest. 2022; 161(4): 971- 978. doi: 10.1016/j.chest.2021.09.025 34592317 PMC9005857 · DOI
  3. [7]Jamali H, Castillo LT, Morgan CC,. Racial disparity in oxygen saturation measurements by pulse oximetry: evidence and implications. Annals ATS. 2022; 19(12): 1951- 1964. doi: 10.1513/AnnalsATS.202203-270CME 36166259 · DOI
  4. [9]Bickler PE, Feiner JR, Severinghaus JW. Effects of skin pigmentation on pulse oximeter accuracy at low saturation. Anesthesiology. 2005; 102(4): 715- 719. doi: 10.1097/00000542-200504000-00004 15791098 · DOI · Paper page
  5. [11]Gottlieb ER, Ziegler J, Morley K, Rush B, Celi LA. Assessment of racial and ethnic differences in oxygen supplementation among patients in the intensive care unit. JAMA Intern Med. 2022; 182(8): 849- 858. doi: 10.1001/jamainternmed.2022.2587 35816344 PMC9274443 · DOI · Paper page
  6. [12]Fawzy A, Wu TD, Wang K,. Racial and ethnic discrepancy in pulse oximetry and delayed identification of treatment eligibility among patients with COVID-19. JAMA Intern Med. 2022; 182(7): 730- 738. doi: 10.1001/jamainternmed.2022.1906 35639368 PMC9257583 · DOI · Paper page
  7. [13]Perlin J, Sands K, Meyers D. Harnessing COVID-19 data through collaboration-the Consortium of HCA Healthcare and Academia for Research Generation. JAMA Health Forum. 2022; 3(5): e220874. doi: 10.1001/jamahealthforum.2022.0874 36219025 · DOI
  8. [14]HCA Healthcare. HCA Healthcare Uses Its COVID-19 Registry by Forming Consortium With AHRQ and Research Institutions to Accelerate COVID-19 Research. HCA Healthcare press release. January 26, 2021. Accessed December 7, 2022. https://investor.hcahealthcare.com/news/news-details/2021/HCA-Healthcare-Uses-Its-COVID-19-Registry-by-Forming-Consortium-With-AHRQ-and-Research-Institutions-to-Accelerate-COVID-19-Research/default.aspx
  9. [15]Garibaldi BT, Wang K, Robinson ML,. Real-world effectiveness of remdesivir in adults hospitalized with Covid-19: a retrospective, multicenter comparative effectiveness study. Clin Infect Dis. 2021; 75(1): e516- e524. doi: 10.1093/cid/ciab1035 PMC8754724 34910128 · DOI
  10. [17]Horby P, Lim WS, Emberson J,. Dexamethasone in hospitalized patients with Covid-19. 2021;384(8):693-704. doi: 10.1056/NEJMoa2021436 PMC7383595 32678530 · DOI · Paper page
  11. [18]Wang Y, Zhang D, Du G,. Remdesivir in adults with severe COVID-19: a randomised, double-blind, placebo-controlled, multicentre trial. Lancet. 2020; 395(10236): 1569- 1578. doi: 10.1016/S0140-6736(20)31022-9 32423584 PMC7190303 · DOI
  12. [19]Henry NR, Hanson AC, Schulte PJ,. Disparities in hypoxemia detection by pulse oximetry across self-identified racial groups and associations with clinical outcomes. Crit Care Med. 2022; 50(2): 204- 211. doi: 10.1097/CCM.0000000000005394 35100193 PMC9070439 · DOI · Paper page
  13. [20]Beigel JH, Tomashek KM, Dodd LE,; ACTT-1 Study Group Members. Remdesivir for the treatment of Covid-19—final report. N Engl J Med. 2020; 383(19): 1813- 1826. doi: 10.1056/NEJMoa2007764 32445440 PMC7262788 · DOI · Paper page
  14. [21]WHO Solidarity Trial Consortium. Remdesivir and three other drugs for hospitalised patients with COVID-19: final results of the WHO Solidarity randomised trial and updated meta-analyses. Lancet. 2022; 399(10339): 1941- 1953. doi: 10.1016/S0140-6736(22)00519-0 35512728 PMC9060606 · DOI
  15. [22]Horby P, Lim WS, Emberson JR,; RECOVERY Collaborative Group. Dexamethasone in hospitalized patients with Covid-19. N Engl J Med. 2021; 384(8): 693- 704. doi: 10.1056/NEJMoa2021436 32678530 PMC7383595 · DOI · Paper page
  16. [23]Donnelly JP, Wang XQ, Iwashyna TJ, Prescott HC. Readmission and death after initial hospital discharge among patients with COVID-19 in a large multihospital system. JAMA. 2021; 325(3): 304- 306. doi: 10.1001/jama.2020.21465 33315057 PMC7737131 · DOI
  17. [24]Akbari A, Fathabadi A, Razmi M,. Characteristics, risk factors, and outcomes associated with readmission in COVID-19 patients: a systematic review and meta-analysis. Am J Emerg Med. 2022; 52: 166- 173. doi: 10.1016/j.ajem.2021.12.012 34923196 PMC8665665 · DOI
  18. [25]Muzammil TS, Gangu K, Nasrullah A,. Thirty-day readmissions among COVID-19 patients hospitalized during the early pandemic in the United States: insights from the Nationwide Readmissions Database. Heart Lung. 2023; 62: 16- 21. doi: 10.1016/j.hrtlng.2023.05.014 37290138 PMC10244017 · DOI
  19. [26]Finn A, Jindal A, Andrea SB, Selvaraj V, Dapaah-Afriyie K. Association of treatment with remdesivir and 30-day hospital readmissions in patients hospitalized with COVID-19. Am J Med Sci. 2022; 363(5): 403- 410. doi: 10.1016/j.amjms.2022.01.021 35151637 PMC8830144 · DOI
  20. [27]Ramos-Martínez A, Parra-Ramírez LM, Morrás I,. Frequency, risk factors, and outcomes of hospital readmissions of COVID-19 patients. Sci Rep. 2021; 11(1): 13733. doi: 10.1038/s41598-021-93076-0 34215803 PMC8253752 · DOI
  21. [28]Kirkegaard C, Falcó-Roget A, Sánchez-Montalvá A,. Incidence and risk factors for early readmission after hospitalization for SARS-CoV-2 infection: results from a retrospective cohort study. Infection. 2022; 50(2): 371- 380. doi: 10.1007/s15010-021-01662-1 34331263 PMC8323963 · DOI
  22. [29]Valbuena VSM, Seelye S, Sjoding MW,. Racial bias and reproducibility in pulse oximetry among medical and surgical inpatients in general care in the Veterans Health Administration 2013-19: multicenter, retrospective cohort study. BMJ. 2022; 378: e069775. doi: 10.1136/bmj-2021-069775 35793817 PMC9254870 · DOI · Paper page
  23. [30]Chesley CF, Lane-Fall MB, Panchanadam V,. Racial disparities in occult hypoxemia and clinically based mitigation strategies to apply in advance of technological advancements. Respir Care. 2022; 67(12): 1499- 1507. doi: 10.4187/respcare.09769 35679133 · DOI
  24. [31]Moore KL Jr, Gudelunas K, Lipnick MS, Bickler PE, Hendrickson CM. Pulse oximeter bias and inequities in retrospective studies–now what? Respir Care. 2022; 67(12): 1633- 1636. doi: 10.4187/respcare.10654 36442988 · DOI

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Authors
Fawzy, A., Wu, T. D., Wang, K., Sands, K. E., Fisher, A. M., Arnold Egloff, S. A., DellaVolpe, J. D., Iwashyna, T. J., Xu, Y., & Garibaldi, B. T.
Affiliations
  • Johns Hopkins University (US)
  • Michael E. DeBakey VA Medical Center (US)
  • HCA Healthcare (US)
  • HCA Healthcare, HCA Healthcare Research Institute (HRI), Nashville, Tennessee
Corresponding author
Wu, Tianshi David
Venue
JAMA Network Open
Published
2023-08-24
Volume
6
Issue
8
Pages
e2330856
ISSN
2574-3805 (ISSN-L)
OpenAlex
W4386117314
Cited by
50
References
4
Citations by year
2026: 13 · 2025: 15 · 2024: 20 · 2023: 2
FWCI
10.35
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • JAMA Network Open (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Digital Commons-TMC (Texas Medical Center) (submittedVersion)
Funders
  • U.S. Department of Health and Human Services
  • U.S. Department of Veterans Affairs (K23HL151669)
  • John Templeton Foundation
  • Office of Research and Development
  • Johns Hopkins University (COVID-19)
  • Australian Government
  • HCA Healthcare
  • National Institutes of Health (COVID-19)
  • Centers for Disease Control and Prevention (NU50CK000574)
  • National Heart, Lung, and Blood Institute (K23HL151669, K23HL151758)
Topics
  • Health Sciences › Medicine › Infectious Diseases › COVID-19 Clinical Research Studies
  • Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
  • Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Chronic Obstructive Pulmonary Disease (COPD) Research
Keywords
pulse oximetry, COVID-19 pandemic, racial and ethnic disparities, Black patients, Hispanic patients, remdesivir, dexamethasone, timing of antiviral therapy, in-hospital mortality, hospital readmission, length of hospital stay, measurement error, hospitalized patients, health equity
MeSH terms
COVID-19, Oxygen Saturation, Ethnicity, Female, Humans, Middle Aged, Oximetry, Cohort Studies

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