The multivariate logistic regression is divided into 2 rounds to avoid overfitting of the model, marked with the hard line in between—round 1 consists gender, employment in working age, and diabetes duration and round 2 consists HbA1c, insulin delivery, and well-being. Here, INS is linked to diabetes mellitus.