Pulse oximeters have been implicated in underdiagnosis of hypoxemia in patients with darker skin. This study compared matched pulse oximeter readings and arterial oxygen saturation during stable hypoxemia of patients with light, medium, and dark skin. In medium and dark subjects, bias (error) increased with low perfusion and degree of hypoxemia, with a combined frequency of missed diagnosis of hypoxemia for patients with dark skin of 21.1%.