Preterm birth remains a leading cause of infant illness and death in the United States. Long-standing racial and ethnic disparities have been widely reported, yet the role of household income over time has been less clear. A large US population-based cross-sectional study analyzed data from 411,469 mothers of infants aged 2 to 4 months between 2011 and 2021 using the Pregnancy Risk Assessment Monitoring System.