Evidence map›Paper›PMID 35639368›Full record

ArticleJAMA internal medicine2022

Racial and Ethnic Discrepancy in Pulse Oximetry and Delayed Identification of Treatment Eligibility Among Patients With COVID-19.

Ashraf Fawzy, Tianshi David Wu, Kunbo Wang, Matthew L Robinson, Jad Farha, Amanda Bradke, Sherita H Golden, Yanxun Xu, Brian T Garibaldi

Erratum issued Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in JAMA internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT06501118 (Optimizing Care in Critically Ill at UCHealth by Liberalizing the Target O2 in Mechanically-ventilated ICU Patients), which is not on this map. Cited by 146 papers, 8 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
146citing papers in PubMed, 8 pooled it
23.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06501118 narecruitingnot on this mapstarted 2024, after this paper: background citation

Optimizing Care in Critically Ill at UCHealth by Liberalizing the Target O2 in Mechanically-ventilated ICU Patients

TypeinterventionalSponsorUniversity of Colorado, DenverRan2024 to 2026Enrolled3,600ConditionsRespiratory Failure, Acute Hypoxemic Respiratory Failure, Acute Hypoxic Respiratory Failure, HypoxemiaArmsEducation, Epic notification alert
3 · Its place in the literature

Who cites it

146 citing papers in PubMed, 8 syntheses or guidelines pooled it, 293 citations in OpenAlex.

  1. Pooled it
  2. Guideline
  3. Pooled it
  4. Pooled it
  5. Pooled it
  6. Pooled it
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  9. Comparative analysis of signal accuracy of three SpOJournal of clinical monitoring and computing · 2023
    Trial
  10. Review
  11. Article
  12. Article
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  15. Observational
  16. Article
  17. Multimodal flexible sensor system toward telediagnosis.Proceedings of the Japan Academy. Series B, Physical and biological sciences · 2026
    Review
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  19. Article
  20. Article

86 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 4 institutions in 1 country.

Ashraf FawzyDivision of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Tianshi David WuSection of Pulmonary, Critical Care, and Sleep Medicine, Baylor College of Medicine, Houston, Texas.
Kunbo WangDepartment of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, Maryland.
Matthew L RobinsonDivision of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Jad FarhaDepartment of Medicine, Johns Hopkins Bayview Medical Center, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Amanda BradkeDepartment of Medicine, Rush University Medical Center, Chicago, Illinois.
Sherita H GoldenDivision of Endocrinology, Diabetes and Metabolism, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Yanxun XuDepartment of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, Maryland.
Brian T GaribaldiDivision of Pulmonary and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland.
Johns Hopkins University · USCenter for Innovation · USJohns Hopkins Medicine · USRush University Medical Center · US

Funding

Insulin Resistance, Pre-Diabetes, and Diabetes in Obesity-Associated AsthmaK23HL151669 · NHLBI · BAYLOR COLLEGE OF MEDICINE · PI WU, TIANSHI DAVID · 2021 to 2025
$1.0M
Platelet Activation Pathways and Respiratory Morbidity in COPDK23HL151758 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI FAWZY, ASHRAF · 2021 to 2025
$986k
NHLBI NIH HHS K23 HL151669NHLBI NIH HHS K23 HL151758
6 · The paper itself

Abstract

Importance: Pulse oximetry guides triage and therapy decisions for COVID-19. Whether reported racial inaccuracies in oxygen saturation measured by pulse oximetry are present in patients with COVID-19 and associated with treatment decisions is unknown. Objective: To determine whether there is differential inaccuracy of pulse oximetry by race or ethnicity among patients with COVID-19 and estimate the association of such inaccuracies with time to recognition of eligibility for oxygen threshold-specific COVID-19 therapies. Design, Setting, and Participants: This retrospective cohort study of clinical data from 5 referral centers and community hospitals in the Johns Hopkins Health System included patients with COVID-19 who self-identified as Asian, Black, Hispanic, or White. Exposures: Concurrent measurements (within 10 minutes) of oxygen saturation levels in arterial blood (SaO2) and by pulse oximetry (SpO2). Main Outcomes and Measures: For patients with concurrent SpO2 and SaO2 measurements, the proportion with occult hypoxemia (SaO2<88% with concurrent SpO2 of 92%-96%) was compared by race and ethnicity, and a covariate-adjusted linear mixed-effects model was produced to estimate the association of race and ethnicity with SpO2 and SaO2 difference. This model was applied to identify a separate sample of patients with predicted SaO2 levels of 94% or less before an SpO2 level of 94% or less or oxygen treatment initiation. Cox proportional hazards models were used to estimate differences by race and ethnicity in time to recognition of eligibility for guideline-recommended COVID-19 therapies, defined as an SpO2 level of 94% or less or oxygen treatment initiation. The median delay among individuals who ultimately had recognition of eligibility was then compared. Results: Of 7126 patients with COVID-19, 1216 patients (63 Asian [5.2%], 478 Black [39.3%], 215 Hispanic [17.7%], and 460 White [37.8%] individuals; 507 women [41.7%]) had 32 282 concurrently measured SpO2 and SaO2. Occult hypoxemia occurred in 19 Asian (30.2%), 136 Black (28.5%), and 64 non-Black Hispanic (29.8%) patients compared with 79 White patients (17.2%). Compared with White patients, SpO2 overestimated SaO2 by an average of 1.7% among Asian (95% CI, 0.5%-3.0%), 1.2% among Black (95% CI, 0.6%-1.9%), and 1.1% among non-Black Hispanic patients (95% CI, 0.3%-1.9%). Separately, among 1903 patients with predicted SaO2 levels of 94% or less before an SpO2 level of 94% or less or oxygen treatment initiation, compared with White patients, Black patients had a 29% lower hazard (hazard ratio, 0.71; 95% CI, 0.63-0.80), and non-Black Hispanic patients had a 23% lower hazard (hazard ratio, 0.77; 95% CI, 0.66-0.89) of treatment eligibility recognition. A total of 451 patients (23.7%) never had their treatment eligibility recognized, most of whom (247 [54.8%]) were Black. Among the remaining 1452 (76.3%) who had eventual recognition of treatment eligibility, Black patients had a median delay of 1.0 hour (95% CI, 0.23-1.9 hours; P = .01) longer than White patients. There was no significant median difference in delay between individuals of other racial and ethnic minority groups and White patients. Conclusions and Relevance: The results of this cohort study suggest that racial and ethnic biases in pulse oximetry accuracy were associated with greater occult hypoxemia in Asian, Black, and non-Black Hispanic patients with COVID-19, which was associated with significantly delayed or unrecognized eligibility for COVID-19 therapies among Black and Hispanic patients. This disparity may contribute to worse outcomes among Black and Hispanic patients with COVID-19.

Indexed as

COVID-19EthnicityCohort StudiesFemaleHumansHypoxiaMinority GroupsOximetryOxygenRetrospective StudiesOxygen

Identifiers

PMID35639368
PMCPMC9257583
OpenAlexW4281757670

What OpenQuestion holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.