Verification of retail food outlet location data from a local health department using ground-truthing and remote-sensing technology: Assessing differences by neighborhood characteristics

► This study validated a food retail outlet list from a local health department. ► Ground-truthing and Google Street View were compared. ► Ground-truthing is more accurate for data validation or verification. ► Measurement errors or differences in accuracy were largely non-differential.