INS and diabetes mellitus: Of these candidate variables, all were categorical variables, nine of which were multi‐categorical variables (age, education, occupation, marital status, family size, duration of diagnosis of diabetes, duration of insulin therapy, complication of DM, and Information about DM); the rest four were binary variables (residence, family history of diabetes, type of DM, and membership in the EDA).