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cs.HC2026
Within-person prediction of depressive symptom change using year-long Screenome data and CES-D assessments
Merve Cerit, Andrea Mock, Vryan Almanon Feliciano +4
Predicting whether an individual's depressive symptoms will worsen, remain stable, or improve over the coming weeks can enable earlier and more targeted care, yet prospective withi…
cs.HC2026
Daily Affect Fluctuations in Phone Screen Content Predict Anxiety and Depressive Symptoms
Christopher A. Kelly, Yikun Chi, Nicholas Haber +5
The relationship between digital media use and mental health remains poorly understood, in part because real-world digital behavior is rarely captured at scale. This intensive long…