crossrefEuropean Journal of Investigation in Health, Psychology and Education2026-04-24
Profiles of Smartphone Addiction Risk Among Middle School Students: The Roles of Childhood Neglect and Materialism Using Latent Profile Analysis, Network Analysis, and Machine Learning
Liyan Ji, Pengjin Yang, Song Zhou, Ruiyi Huang, Huimin Ma, Xiaoman Rong, et al.
Using a sample of Chinese junior high school students (N = 1133), this study examined the latent heterogeneity and structural characteristics of mobile phone addiction risk. Latent profile analysis was conducted to identify subgroups with varying levels of risk. Network analysis…