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Background: Medical adhesives are used to affix components to the skin. They are part of procedures performed by medical specialties because of their participation as constituents of different products, such as tapes, dressings, and electrodes. Aim: This study aims to assess the prevalence of, and factors associated with, the development of medical adhesive‐related skin injuries (MARSIs) in patients treated with medical tapes in the neonatology department of a large teaching hospital in Brazil. Study Design: Cohort study. Methods: All premature newborns (gestational age from 28 to <37 weeks) admitted in the neonatal intensive care unit of a teaching hospital, from March to August 2019, were followed up. Neonate skin condition was assessed based on the Neonatal Skin Condition Scale (NSCS). Data analyses were conducted in R software. Results: In total, 46 premature newborns were included in the study; 552 evaluations were performed—mean of 11.7 per patient. Most neonates (n = 41; 89.1%) used adhesive tapes, either paper tape (n = 37; 80.4%) or transparent film dressing (n = 34; 73.9%). Newborns' face and head were the most affected body regions (n = 125; 50.2%). Eight patients had MARSIs (19.5% of patients who used tape). NSCS scores (P value <.001) and the adopted warming system (P value =.01302) were associated with the occurrence of MARSIs. Incubators seem to be a protective factor for MARSI (OR = 0.048; IC95% = 0.0008‐0.75; P value =.013). Conclusion: Adhesive tapes in premature newborns should be considered a risk factor for injuries. Although NSCS showed mild‐to‐moderate impairment and lesion severity was low, this event is relatively frequent in neonatal units. Relevance to Clinical Practice: Awareness of the risk associated with adhesive tape application and removal in newborns allow health services to better address the problem by enforcing good practices, elaborating better protocols, qualifying the health care professionals, and potentially selecting softer tapes for neonates. [ABSTRACT FROM AUTHOR]