In Tobit regression models, longer duration of diabetes, uncontrolled blood sugar level, insulin usage, obesity, and presence of diabetic-related complications were negatively associated with EQ-5D-5L utility and EQ-VAS scores [17, 42, 48]. This evidence concerns the gene INS and diabetes mellitus.