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Adverse childhood experiences (ACEs) studies reveal the profound impacts of experiencing trauma and hardships in childhood. However, the cumulative risk approach of treating ACEs obscures the heterogeneity of ACEs and their consequences, making actionable interventions impossible. latent class analysis (LCA) has increasingly been used to address these concerns by identifying underlying subgroups of people who experience distinctive patterns of co-occurring ACEs. Though LCA has its strengths, the existing research produces few comparable findings because LCA results are dependent on ACEs measures and indicators, which vary widely by study. Therefore, a scoping review of ACEs studies using LCA that focuses on ACEs measures, indicators, and findings is needed to inform the field. Following Arksey and O'Malley's five-stage scoping review methodological framework, we first identified 211 articles from databases of EBSCOhost, PubMed, and Scopus using "adverse childhood experiences" for title search and "latent class analysis" for abstract search. Based on the inclusion criteria of peer-reviewed articles written in English published from 2012 to 2022 and the exclusion criteria of nonempirical studies and the LCA not analyzing ACEs, we finally selected 58 articles in this scoping review. Results showed LCA has been increasingly endorsed in the ACEs research community to examine the associations between ACEs and human health and well-being across culturally diverse populations. LCA overcame the limitations of the traditional methods by revealing specific ACEs clusters that exert potent effects on certain outcomes. However, the arbitrary nature of selecting ACEs indicators, measures, and the limited use of theory impedes the field from moving forward. [ABSTRACT FROM AUTHOR]

We examined Mexican adolescent sexual well-being tasks, defined as the positive cognitive and emotional evaluations of one's sexuality. We assessed three dimensions: acceptance of sexual desire, sexual decision-making involving mutual consent, and, when sexually active, the practice of safe sex. We utilized a person-centered approach to examine how patterns marked by different aspects of sexual well-being predict psychological adjustment. Participants were 1123 Mexican high or middle school (72%) students (54% girls; Mage = 15.1, SD = 1.52). We found a 6-profile model: 1) Average Sexual Health (40%); 2) High Protective Low Acceptance (20%); 3) Multidimensional Healthy (19%); 4) Multidimensional Risky (11%); 5) High Acceptance Low Contraception and Consent (6%); and 6) High Consent Low Contraception (4%). These profiles included some adolescents who experienced both low and high sexual scores on different sexual well-being indicators. For example, adolescents who belonged to the High Protective, Low Acceptance profile understood the importance of safe sex and mutual consent; but still felt sexual guilt. Profile membership was associated with gender, religion, age, and sexual experience. Adolescents in classes marked by high levels of well-being reported high levels of psychological adjustment. Findings may help educators develop more targeted sexual risk and violence prevention programs. [ABSTRACT FROM AUTHOR]