ArticleJAMA internal medicine2022
Racial and Ethnic Bias in Pulse Oximetry and Clinical Outcomes.
Article in JAMA internal medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed.
- Norepinephrine Dose and Pulse Oximetry Agreement During Critical Illness: A Prospective Repeated-Measures Study.Medicina (Kaunas, Lithuania) · 2026Article
- Evaluation of skin pigmentation effect on photoplethysmography signals using a vascular finger phantom with tunable optical and mechanical properties.Journal of biomedical optics · 2025Article
- A Novel Method to Determine the Respiratory Compensation Point from Percutaneous Oxygen Saturation of Healthy Adults During a Ramp-Incremental Test: A Cross-Sectional Study.Medical sciences (Basel, Switzerland) · 2025Article
- Bias in vital signs? Machine learning models can learn patients' race or ethnicity from the values of vital signs alone.BMJ health & care informatics · 2025Article
- Detecting and Remediating Harmful Data Shifts for the Responsible Deployment of Clinical AI Models.JAMA network open · 2025Article
- Health System Purchasing Professionals' Approaches to Considering Equity in Procurement.Chest · 2025Article
- Simulated misuse of large language models and clinical credit systems.NPJ digital medicine · 2024Review
- Racial Biases Associated With Pulse Oximetry: Longitudinal Social Network Analysis of Social Media Advocacy Impact.Journal of medical Internet research · 2024Article
- Simulated Misuse of Large Language Models and Clinical Credit Systems.medRxiv : the preprint server for health sciences · 2024Article
- A Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias.Sensors (Basel, Switzerland) · 2024Review
- From an idea to the marketplace: Identifying and addressing ethical and regulatory considerations across the digital health product-development lifecycle.BMC digital health · 2024Article
- Review
- Racial and ethnical discrepancy in hypoxemia detection in patients on extracorporeal membrane oxygenation.JTCVS open · 2023Article
- Measurement Uncertainty in Clinical Validation Studies of Sensors.Sensors (Basel, Switzerland) · 2023Article
- A method of determining anaerobic threshold from percutaneous oxygen saturation.Scientific reports · 2022Article
- 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 (Clinical research ed.) · 2022Article
Corrections and comments
- Comment on
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
35639397What OpenQuestion holds
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.