INS and Hypoglycemia: Third, we performed a standardized ascertainment of severe hypoglycemic events, used several definitions of severe hypoglycemia, and conducted a rigorous adjustment for relevant confounders, including the use of insulin or insulin secretagogues, duration of diabetes, the degree and intensity of blood glucose control, estimated glomerular filtration rate, the use of beta blockers, and comorbidities.