Improving retrospective characterization of the food environment for a large region in the United States during a historic time period

► Methods identify supermarkets in a single historic year over a large area of the USA. ► Agreement between two food store databases was modest: 63%. ► 55% Of the final list of supermarkets were identified by a single business database.