The impact of skin tone on the performance of pulse oximeters used by the National Health Service COVID oximetry @home scheme: a measurement and diagnostic accuracy study
The impact of skin tone on the performance of pulse oximeters used by the National Health Service COVID oximetry @home scheme: a measurement and diagnostic accuracy study
Objectives: to assess the impact of skin tone on the measurement and diagnostic accuracy of five fingertip pulse oximeters used by patients in the NHS England COVID oximetry @home scheme.
Design: multi-centre diagnostic accuracy study (EXAKT).
Setting: twenty-four intensive care units in England between June 2022 and August 2024.
Participants: 903 critically ill adults on intensive care units screened for or enrolled into a trial evaluating different approaches to oxygen therapy.
Interventions: pulse oximetry-derived peripheral oxygen saturation (SpO2) measurements were compared with paired arterial oxygen saturation (SaO2) measurements from arterial blood analysed by co-oximetry (gold-standard). Skin tone (individual typology angle, ITA) was objectively measured using a hand-held spectrophotometer.
Main outcome measures: pulse oximeter measurement accuracy was assessed for bias, precision and overall accuracy. Diagnostic accuracy for identifying SaO2 ≤92% was assessed by false negative and positive rates for SpO2 using thresholds of ≤92% and ≤94%, and the area under the receiver operating characteristic curve, and by presence of occult hypoxaemia (SaO2 <88% with SpO2 >92%).
Results: 11,018 paired SpO2-SaO2 measurements were analysed. All tested pulse oximeters overestimated at lower values and underestimated at higher values of SaO2. SpO2 readings were, on average, 0.6–1.5 percentage points higher for patients with darker (ITA −44°) than lighter (ITA 46°) skin tone. At both SpO2 thresholds assessed, false negative rates increased with darker skin tones; the proportion of SpO2 measurements >94% despite a paired SaO2 ≤92% ranged from 5.3–35.3 percentage points higher for patients with darker than lighter skin tone (7.6–62.2% vs 1.2–26.9%, rate ratio 2.3–7.1). Conversely, false positive rates decreased with darker skin tones.
Conclusions: five pulse oximeters, provided by the NHS England COVID oximetry @home scheme, yielded higher SpO2 measurements for patients with darker, compared with lighter, skin tones that could translate into potentially clinically important differences in false negative and positive rates for detecting hypoxaemia.
Trial registration: ClinicalTrials.gov NCT05481515
Martin, Daniel S.
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Doidge, James C.
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Gould, Doug
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Shahid, Tasnin
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Cowden, Alex
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Charles, Walton N.
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Johnson, Amelia Francis
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Garett, Roger
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Mbema, Catherine
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Olusanya, Olusegun
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Healy, Eugene
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Rowan, Kathryn
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Mouncey, Paul
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Harrison, David A.
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14 January 2026
Martin, Daniel S.
1074667a-d810-4003-9a55-8b8094a43e5a
Doidge, James C.
942429af-4c75-4e38-a641-d70d7c2b31c0
Gould, Doug
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Shahid, Tasnin
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Cowden, Alex
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Charles, Walton N.
2823b09d-7b1d-47a0-92a3-5c6685279cf3
Johnson, Amelia Francis
192f788f-0a39-4e50-9671-22be60454215
Garett, Roger
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Mbema, Catherine
ac28e55d-d03d-4974-9fdb-cc6f18cc91f2
Olusanya, Olusegun
0074f2cb-7036-4975-b994-882cfd8af558
Healy, Eugene
400fc04d-f81a-474a-ae25-7ff894be0ebd
Rowan, Kathryn
c7dbd28f-f77b-4950-a251-83d9188105cd
Mouncey, Paul
796eb8b2-db6a-4f92-8a6b-faf980171347
Harrison, David A.
c99d194a-07fb-46e9-899d-41b3876973ef
Martin, Daniel S., Doidge, James C., Gould, Doug, Shahid, Tasnin, Cowden, Alex, Charles, Walton N., Johnson, Amelia Francis, Garett, Roger, Mbema, Catherine, Olusanya, Olusegun, Healy, Eugene, Rowan, Kathryn, Mouncey, Paul and Harrison, David A.
(2026)
The impact of skin tone on the performance of pulse oximeters used by the National Health Service COVID oximetry @home scheme: a measurement and diagnostic accuracy study.
The BMJ, 392, [e085535].
(doi:10.1136/bmj-2025-085535).
Abstract
Objectives: to assess the impact of skin tone on the measurement and diagnostic accuracy of five fingertip pulse oximeters used by patients in the NHS England COVID oximetry @home scheme.
Design: multi-centre diagnostic accuracy study (EXAKT).
Setting: twenty-four intensive care units in England between June 2022 and August 2024.
Participants: 903 critically ill adults on intensive care units screened for or enrolled into a trial evaluating different approaches to oxygen therapy.
Interventions: pulse oximetry-derived peripheral oxygen saturation (SpO2) measurements were compared with paired arterial oxygen saturation (SaO2) measurements from arterial blood analysed by co-oximetry (gold-standard). Skin tone (individual typology angle, ITA) was objectively measured using a hand-held spectrophotometer.
Main outcome measures: pulse oximeter measurement accuracy was assessed for bias, precision and overall accuracy. Diagnostic accuracy for identifying SaO2 ≤92% was assessed by false negative and positive rates for SpO2 using thresholds of ≤92% and ≤94%, and the area under the receiver operating characteristic curve, and by presence of occult hypoxaemia (SaO2 <88% with SpO2 >92%).
Results: 11,018 paired SpO2-SaO2 measurements were analysed. All tested pulse oximeters overestimated at lower values and underestimated at higher values of SaO2. SpO2 readings were, on average, 0.6–1.5 percentage points higher for patients with darker (ITA −44°) than lighter (ITA 46°) skin tone. At both SpO2 thresholds assessed, false negative rates increased with darker skin tones; the proportion of SpO2 measurements >94% despite a paired SaO2 ≤92% ranged from 5.3–35.3 percentage points higher for patients with darker than lighter skin tone (7.6–62.2% vs 1.2–26.9%, rate ratio 2.3–7.1). Conversely, false positive rates decreased with darker skin tones.
Conclusions: five pulse oximeters, provided by the NHS England COVID oximetry @home scheme, yielded higher SpO2 measurements for patients with darker, compared with lighter, skin tones that could translate into potentially clinically important differences in false negative and positive rates for detecting hypoxaemia.
Trial registration: ClinicalTrials.gov NCT05481515
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Accepted/In Press date: 4 November 2025
Published date: 14 January 2026
Additional Information:
Eugene Healy was Lead for Skin Tone on this study.
Identifiers
Local EPrints ID: 508615
URI: http://eprints.soton.ac.uk/id/eprint/508615
ISSN: 0959-8138
PURE UUID: 0a533245-a531-45eb-b11c-6a15fd5223d4
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Date deposited: 28 Jan 2026 17:42
Last modified: 28 Jan 2026 18:43
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Contributors
Author:
Daniel S. Martin
Author:
James C. Doidge
Author:
Doug Gould
Author:
Tasnin Shahid
Author:
Alex Cowden
Author:
Walton N. Charles
Author:
Amelia Francis Johnson
Author:
Roger Garett
Author:
Catherine Mbema
Author:
Olusegun Olusanya
Author:
Kathryn Rowan
Author:
Paul Mouncey
Author:
David A. Harrison
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