Development of a Recommendation Engine to University Student Mental Health Support Aligned With Stepped Care: Longitudinal Cohort Study.

Journal of Medical Internet Research
Month: 9
Year: 2025
Volume: 27
DOI: https://doi.org/10.2196/72669

Pedro Velmovitsky;  Charles Keown-Stoneman;  Kaylen J Pfisterer;  Julia Hews-Girard;  Joseph Saliba;  Shumit Saha;  Scott Patten;  Nathan King;  Anne Duffy;  Quynh Pham

Abstract

Mental health challenges are prevalent among Canadian higher education students, with significant rates of depression and anxiety often going untreated due to reduced early detection, stigmatizing beliefs, and practical barriers. The U-Flourish longitudinal electronic survey study launched in 2018 engages new cohorts of incoming undergraduate students and repeatedly collects data about mental health and well-being and access to support.