Research on cancer disparities highlights significant socioeconomic and racial factors influencing cancer outcomes. A report by the American Cancer Society indicates that individuals with lower educational attainment experience cancer mortality rates 1.6 to 2.8 times higher than those with higher education levels, with these disparities being particularly pronounced among younger populations under 65 years (ref: Islami doi.org/10.3322/caac.21812/). Additionally, geographic disparities reveal that cancer mortality is substantially higher in nonmetropolitan areas compared to large metropolitan regions, suggesting that access to healthcare and resources plays a critical role in these outcomes. In childhood cancer, a study found that socioeconomic status (SES) significantly correlates with treatment outcomes, where 85.7% of associations indicated that lower SES is linked to poorer outcomes, reinforcing the need for targeted interventions to address these disparities (ref: Gramatges doi.org/10.1038/s41568-023-00645-8/). Overall, these findings underscore the complex interplay between education, geography, and socioeconomic factors in cancer mortality and highlight the necessity for policies aimed at reducing these disparities through improved access to care and education.