Background: Evidence-based insertion and maintenance strategies for neonatal vascular access devices (VAD) exist to reduce the causes of VAD failure and complications in neonates. Peripheral intravenous catheter failure and complications including, infiltration, extravasation, phlebitis, dislodgement with/without removal, and infection are majorly influenced by catheter securement methods. Methods: A retrospective, observational study using routinely collected data on intravenous device use in a large neonatal intensive care unit in Qatar. A 6-month historical cohort was compared with a 6-month cohort after the introduction of an octyl-butyl-cyanoacrylate glue (CG). In the historical cohort, the catheter was secured using a semi-permeable transparent membrane dressing while in the CG cohort, CG was applied at the insertion site on initial insertion and after any dressing change. This was the only variable intervention between both groups. Results: A total of 8330 peripheral catheters were inserted. All catheters were inserted and monitored by members of the NeoVAT team. 4457 (53.5%) were secured with just a semi-permeable transparent dressing and 3873 (46.5%) secured a semi-permeable transparent dressing with the addition of CG. The odds ratio for premature failure after securement with CG was 0.59 (0.54–0.65) when compared to the catheters secured with a semi-permeable transparent dressing, which was statistically significant ( p < 0.001). The correlation between the occurrence of a complication and the use of CG for device securement was significant ( p < 0.001). Conclusions: The risk of developing device-related phlebitis and premature device removal, increased significantly if CG was not used for adjunct catheter securement. In parallel with the currently published literature, this study’s findings support the use of CG for vascular device securement. When device securement and stabilization concerns are most pertinent CG is a safe and effective adjunct to reducing therapy failures in the neonatal patient population.