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Teenager Substance Use on Reddit: Mixed Methods Computational Analysis of Frames and Emotions

Teenager Substance Use on Reddit: Mixed Methods Computational Analysis of Frames and Emotions

One teenager remarked, “After my school started random drug testing, I realized how serious the consequences could be—not just for me but for my family too.” Another shared, “When I heard about someone from our town dying in a drunk driving accident, it hit me hard. It made me think about how my actions could affect others.” These shared understandings coalesce into a collective action frame centered on caution and responsibility.

Xinyu Zhang, Jianfeng Zhu, Deric R Kenne, Ruoming Jin

J Med Internet Res 2025;27:e59338