What type of study is this?

This is a Latent Class Analysis study (also classified as: Logistic Regression, Cross-Sectional Survey).

Latent class analysis of academic adjustment and mental health among Brazilian college students: association with depression and suicide ideation

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Psychological distress and dissatisfaction are strongly linked to higher suicide ideation in students, increasing urgency for intervention.
Reports indicate that students in the 'psychologically distressed' class face an odds ratio of 7.90 for suicide ideation, emphasizing the need for targeted support.
Cross-sectional analysis based on a national survey of 12,245 Brazilian college students highlights significant mental health challenges.
Findings suggest monitoring and support for academically struggling students is critical to prevent mental health issues and suicidal behavior.

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Latent class analysis identifies subgroups among college students with increased risk of depression and suicide ideation.

Altavini et al. (2025) studied this question.

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