In its landmark report, Unequal Treatment: Confronting Racial and Ethnic Disparities in Health Care, the Institute of Medicine concluded that unconscious or implicit negative racial attitudes and stereotypes contribute to poorer health outcomes for patients of color. We describe and report on the outcome of teaching a workshop on the tool of racial affinity caucusing to address these issues.