Outcomes related to adverse childhood experiences in college students: Comparing latent class analysis and cumulative risk.

Abstract The aims of this study were to identify latent classes of adverse childhood experiences (ACEs) in a large sample of college students (N = 8997), investigate the relations between ACEs classes and life functioning, and compare results using latent class analysis to analyses using cumulative...

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Publicado en:Child Abuse & Neglect Vol. 87; pp. 51 - 65
Autores principales: Merians, Addie N., Baker, Majel R., Frazier, Patricia, Lust, Katherine
Formato: Artículo
Publicado: Elsevier B.V. Jan2019
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Jan2019
      vid: 87
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      pub: Elsevier B.V.
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        134227176
        10.1016/j.chiabu.2018.07.020
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        atl: Outcomes related to adverse childhood experiences in college students: Comparing latent class analysis and cumulative risk.
      aug:
        au:
          Merians, Addie N.
          Baker, Majel R.
          Frazier, Patricia
          Lust, Katherine
        affil:
          Department of Psychology, University of Minnesota Twin Cities, United States
          Boynton Health, University of Minnesota Twin Cities, United States
      su:
        Psychological child abuse
        College students
        Children
        Child abuse
        Risk assessment
      sug:
        subj:
          Psychological child abuse
          College students
          Children
          Child abuse
          Risk assessment
      keyword:
        Adverse childhood experiences
        Cumulative risk
        Latent class analysis
        Mental health
        Adverse childhood experiences
        Cumulative risk
        Latent class analysis
        Mental health
      ab: Abstract The aims of this study were to identify latent classes of adverse childhood experiences (ACEs) in a large sample of college students (N = 8997), investigate the relations between ACEs classes and life functioning, and compare results using latent class analysis to analyses using cumulative risk scores. Nine types of ACEs were assessed (three types of child abuse and six types of household dysfunction). Outcomes were self-report measures of mental health, physical health, alcohol consequences, and academic performance. Latent class analysis (LCA) results indicated that four classes fit the data best across random halves of the sample and were labeled High ACEs, Moderate Risk of Non-Violent Household Dysfunction, Emotional and Physical Child Abuse, and Low ACEs. Comparing across latent classes, the largest differences in outcomes were between the High ACEs and Low ACEs classes. There were no differences in outcomes between the Moderate Risk of Non-Violent Household Dysfunction and Emotional and Physical Child Abuse classes. The largest between-class differences were found for mental health and the smallest differences were found for academic performance. Comparing results using LCA latent classes and cumulative ACEs scores, the differences between the High and Low ACEs latent classes were similar to the differences between those with zero ACEs and those with 5 or more ACEs. Both approaches also accounted for roughly equivalent amounts of variance in all outcomes. Thus, latent class and cumulative risk analyses provided similar results with regard to predicting outcomes of interest among college students.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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