INS and type 1 diabetes mellitus: A recent meta-analysis, published in 2023, examining the effects of smartphone apps on glycemic control in youths with T1D found that apps with insulin or carbohydrate calculators were effective in reducing glycated hemoglobin (HbA1c) levels [45].