With the COVID-19 pandemic disproportionately harming America’s Black and Latino communities, it is critical for leaders to address underlying structural issues that contribute to poor health outcomes, including health care gaps, environmental exposure and air pollution, and food insecurity. Anthony Barr and Ariel Gelrud Shiro outline policies to address these lingering issues.