Chronic exposure to particulate air pollution may accelerate cognitive decline in older adults, although data on this association are limited. Our objective was to examine long-term exposure to particulate matter (PM) air pollution, both coarse ([PM 2.5–10 μm in diameter [PM2.5-10]) and fine (PM <2.5 μm in diameter [PM2.5]), in relation to cognitive decline.