A total of 1121 participants were included. The prevalence of DR was 42.8%. Risk factors associated with DR were age, duration of DM, hypertension, insulin administration, poor glycemic control, inadequate physical activity, and longer sitting time. Here, INS is linked to diabetes mellitus.