Environmental factors, including exposure to pollutants and occupational hazards, are key considerations in developing targeted prevention strategies. Reducing exposure to hazardous substances like asbestos, benzene, and ultraviolet radiation is crucial. Public health policies and workplace safety regulations play a pivotal role in protecting individuals from environmental carcinogens. Additionally, public awareness campaigns can educate communities about minimizing exposure to potential cancer-causing agents.