Potential categories and influencing factors of problem behaviours in high school students: Based on latent profile analysis.

To explore the potential categories of problem behaviours among high school students and their relationships with parental support and optimism-pessimism, a cluster sampling method was utilized to survey 682 first- and second-year high school students. The results of the latent profile analysis indicated: (1) There were differences between male and female students across various dimensions of problem behaviours, with males scoring significantly higher in aggressive behaviour and delinquency, whereas females scored significantly higher in withdrawal behaviour, neuroticism and exam anxiety. (2) The study identified three latent categories of high school students based on their problem behaviours: the low-risk group, the moderate-risk group and the high-risk group.