Platforms like Facebook, Instagram, and Snapchat aren’t just tools for communication—they’re digital ecosystems that shape behaviors, influence well-being, and, increasingly, raise concerns about mental health. A new study from the University of Bristol, published in the ACM Transactions on Computer-Human Interactionoffers fresh insight into how individuals engage with these platforms. Researchers surveyed 500 participants and employed advanced machine learning techniques to identify four types of social media users—each with their own motivations and patterns of behavior.

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