Premature birth is a growing public health issue, affecting 12.5% of births in the USA and leading to increased mortality and long-term cognitive, behavioral, and academic challenges for late preterm infants. African American infants experience disproportionately higher rates of preterm birth and mortality, influenced by socio-economic factors and environmental stressors. The trend of rising preterm births, especially late preterm deliveries, raises concerns about the societal, medical, and educational implications for affected children.