Clinician Behavior When Skin-Tone Affects Test Results
We compare care for Black versus white patients following pulse oximetry, a widely-used device for measuring blood oxygen levels which over-estimates oxygen saturation in darker-skinned patients. Black patients are therefore medically more appropriate for follow-up care than white patients with the same pulse oximetry reading. Yet, using data from the Veterans Health Administration on 3.5 million emergency department visits between 2014 and 2018, we find that Black patients systematically receive lower rates of follow-up care than white patients with the same reading. Our findings illustrate how bias in a medical screening device can be propagated and potentially amplified in downstream care.
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Copy CitationMarcella Alsan, Liran Einav, Amy Finkelstein, and Jonathan Zhang, "Clinician Behavior When Skin-Tone Affects Test Results," NBER Working Paper 34168 (2025), https://doi.org/10.3386/w34168.Download Citation
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Published Versions
Marcella Alsan & Liran Einav & Amy Finkelstein & Jonathan Zhang, 2026. "Clinician behavior when skin tone affects test results," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 123(19), pages 2530585123-, May, DOI: 10.1073/pnas.2530585123. citation courtesy of ![]()
Marcella Alsan & Liran Einav & Amy Finkelstein & Jonathan Zhang, 2026. "Clinician behavior when skin tone affects test results," Proceedings of the National Academy of Sciences, vol 123(19).