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Published on in Vol 27 (2025)

This is a member publication of University of Toronto

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/72669, first published .
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Development of a Recommendation Engine to University Student Mental Health Support Aligned With Stepped Care: Longitudinal Cohort Study

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

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  1. Hews-Girard J, Dimitropoulos G, Patten S, Velmovitsky P, Keown-Stoneman C, King N, Qiao T, Furlani N, Thannhauser J, Szeto A, Duffy A. Examining the classification accuracy of GAD-7 and PHQ-9 against the QuickSCID-5 in Canadian undergraduates: Improving post-secondary student mental health screening. Journal of American College Health 2026:1 View
  2. Apolinário-Hagen J, Schobel J, Helten A, Sahan F, Pryss R, John D. We don’t need more apps, we need connection: recommender systems as under-explored chance to promote students’ mental health at universities. Frontiers in Psychology 2026;16 View
  3. Hews-Girard J, Duffy A, Cullen E, Qiao T, Furlani N, Brill K, Patten S, King N, Thannhauser J, Szeto A, Dimitropoulos G. Exploring undergraduate student perceptions of the appropriateness of standardized mental health screening measures: a qualitative descriptive study. Journal of American College Health 2026:1 View