Objective: Despite increased diabetes device use, few adolescents with type 1 diabetes (T1D) meet glycemic targets. We examine associations between utilization of insulin pumps and continuous glucose monitoring (CGM) and glycemic control. Research Design and Methods: This prospective cohort study included 80 youths (10-18 years of age) with T1D. Multiple linear regression and linear mixed models (LMM) were used to estimate the effects of device self-management on HbA1c and daily time in range (70-180 mg/dL), respectively. Results: Every blood glucose (BG) input/day was associated with a 0.2% decrease in HbA1c (95% CI: −0.297, −0.013), each bolus/day was associated with a 0.2% decrease (−0.327, −0.057), and use of CGM was associated with a 0.5% decrease (−1.00, −0.075). Among CGM users (n = 45) every 10% increase in CGM use was associated with a 0.3% decrease in HbA1c (−0.390, −0.180). In LMM accounting for within subject and between subject variability, there was a negative association between BG input/day frequency (coefficient = −1.880, [−2.640, −1.117]) and time in range. Residual random effects for CGM users were large showing time in range varied between youth with a SD of 15.0% (3 hours and 36 minutes) (SE 2.029, [11.484, 19.530]). Time in range varied significantly from day-today with SD of 18.6% (4 hours and 40 minutes) (SE0.455, [17.690, 19.473]). Conclusions: Device self-management behaviors among youth are significantly associated with both HbA1c and time in range. Our findings showing an association between reduced time in range and increased self-management behaviors is novel and deserves further investigation. K E Y W O R D S adolescent, diabetes technology, insulin pump therapy, self-management, type 1 diabetes 1 | INTRODUCTION Despite increased insulin pump and continuous glucose monitoring (CGM) use, only 17% of adolescents with type 1 diabetes (T1D) meet glycemic targets as measured by glycosylated hemoglobin (HbA1c). 1 Insulin pump therapy can improve glycemic control and quality of life; 2,3 however, adolescents typically achieve little to no HbA1c reductions with insulin pump therapy. 4 Insulin pump therapy is a more physiologic form of insulin delivery than multiple daily injections, yet achieving successful outcomes depends in large part on individual proficiency, surveillance, and self-management behaviors. 5 Suboptimal management and unsafe pump behaviors can lead to a decline in glycemic control and contribute to adverse events. 6,7 Previous studies of adolescents' insulin pump utilization and self