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Zarate, Daniel and Jarrad, James and Stavropoulos, Vasileios and Conkey-Morrison, Connor and Hunt, Brian (2026) Mental health, personality, and cross-addictions as predictors of social media addiction: a machine learning longitudinal study. Addictive Behaviors Reports , 24 .