Fast food chain restaurants, supermarkets (large grocery stores such as Kroger or Safeway), and smaller grocery stores were obtained from Dun and Bradstreet, a commercial data set of US businesses.18 Food resources corresponding to each CARDIA examination period were extracted and classified according to 8-digit Standard Industrial Classification codes (eTable 1).