Caldwell County, NC

The USDA Economic Research Service Food Access Research Atlas flags 10 of Caldwell County's 20 census tracts as low-access, covering 30,753 residents of a 81K total population. That translates to a county-wide low food access share of 38.1%, which measures how many people live more than one mile from the nearest supermarket in urban settings or more than ten miles in rural settings. Because North Carolina classifies tracts using the same distance thresholds the USDA applies nationwide, Caldwell County's figure is directly comparable to peer counties and to the state benchmark.

The food desert signal strengthens when distance is stacked with income. In Caldwell County, 6,926 residents are flagged as low-income and more than one mile from a supermarket (the urban threshold), while 2,309 meet the low-income, ten-mile rural threshold. Those overlapping conditions are the precise combination the USDA uses to designate a food desert tract. Layered context includes a median household income of $52,362, a poverty rate of 13.3%, and SNAP participation covering 3,914 households — roughly 12.2% of the county — drawn from the Census Bureau American Community Survey five-year estimates.

Transportation is the hidden variable behind most food access gaps. About 4.8% of Caldwell County households report no vehicle available, meaning any measured distance to a supermarket translates into a real trip on foot, by transit, or by asking for a ride. Group quarters residents — 1.3% of the population — are counted separately because their food access patterns follow an institution rather than a household. With more than 30% of Caldwell County in a low-access area, the county sits well above the national median and warrants closer review of supermarket siting, SNAP outreach, and transit connections.