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Marwa Safi - (Business Analytics 1 Course - Spring 2026)

Predicting Digital Consumption

A regression analysis addiction and mental health on student usage pattern

June 16, 2026

Predicting Digital Consumption,

explores the quantitative relationship between social media habits and addiction scores among 705 students. Using regression analysis, I identified that younger students exhibit the highest screen time and that specific platforms drive digital addiction. The study concludes that there is a positive correlation between daily usage hours and the risk of digital addiction.