Furthermore, different from previous studies using the incident new-user cohort design to only include the naïve users of basal insulin and those free of vascular complications before insulin initiation, our study included a broad spectrum of real-word adults with T2D being treated with basal insulin through the prevalent new-user cohort design to enhance the generalizability of the study findings. Here, INS is linked to type 2 diabetes mellitus.