University counseling centers serve diverse student populations, yet not all students benefit equally and premature dropout remains common. Using large-scale, multi-site data from the Center for Collegiate Mental Health (CCMH), this poster examines who benefits from counseling services and who is at risk for early dropout. Findings highlight how demographic, clinical, and engagement factors shape outcomes, with implications for equity-focused service delivery and stepped-care planning.
