Non-Hispanic Black individuals have a significantly higher rate of pre-term births than non-Hispanic white individuals. Premature babies have a higher risk for cardiovascular disease and affects neurodevelopment. This is the first study that explains which maternal health factors (obesity, diabetes, hypertension) and socioeconomic factors (insurance, prenatal care, education) can be targeted to improve birth outcomes.