Income levels play a critical role in cancer outcomes. Individuals with lower income often have limited access to preventive healthcare services, cancer screening, and early diagnosis. Consequently, they are more likely to be diagnosed at later stages, which reduces the chances of successful treatment and survival. Additionally, financial constraints may prevent them from affording the best possible treatments, leading to poorer outcomes.