Environmental factors significantly impact the health of low income households. These communities are more likely to be situated in areas with higher pollution levels, limited green spaces, and inadequate infrastructure. Exposure to environmental hazards such as air pollution, lead, and pesticides can lead to a range of health problems, including respiratory diseases, developmental disorders, and cancers.