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Cluster analysis of undergraduate drinkers based on alcohol expectancy scores

机译:基于饮酒期望得分的大学生饮酒者聚类分析

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Expectancies of alcohol's effects have been associated with problem drinking in undergraduates. If subgroups can be classified based on expectancies, this may facilitate identifying those at highest risk for problem drinking. Method: Undergraduates (N = 612) from two state universities completed a web-based survey. Responses to the Comprehensive Effects of Alcohol scale were analyzed using k-means cluster analysis separately within each university sample. Results: Hartigan's heuristic was used to determine that five was the optimal number of clusters in each sample. Clusters were distinguishable based on their overall magnitude of expectancy endorsement and by a tendency to endorse stronger positive than negative expectancies. Subsequent analyses were conducted to compare clusters on alcohol involvement and trait disinhibition. A cluster characterized by endorsement of positive and negative expectancies ("strong expectancy") was associated with a particularly problematic risk profile, specifically concerning difficulties with self-control (i.e., trait disinhibition and impaired control over alcohol use). A cluster with higher positive and lower negative expectancies reported frequent heavy drinking but appeared to be at lower risk than the strong expectancy cluster in a number of respects. Negative expectancy endorsement appeared to represent added risk above and beyond positive expectancies. Conclusions: Results suggest that both the magnitude and combination of expectancies endorsed by subgroups of undergraduate drinkers may relate to their risk level in terms of alcohol involvement and personality traits. These findings may have implications for interventions with young adult drinkers.
机译:酒精影响的预期与大学生饮酒问题有关。如果可以根据期望对亚组进行分类,则这可能有助于识别出存在饮酒风险最高的人群。方法:来自两所州立大学的本科生(N = 612)完成了基于网络的调查。在每个大学样本中分别使用k均值聚类分析来分析对酒精综合影响量表的反应。结果:使用Hartigan的启发式方法确定每个样本中的最佳簇数为5。基于预期认可的总体规模以及倾向于认可较强的正面预期比负面预期的趋势,可以区分集群。随后进行了分析,以比较酒精摄入和性状抑制的集群。以正负期望(“强期望”)得到认可为特征的集群与特别有问题的风险状况有关,特别是与自我控制的困难(即性格抑制和对酒精使用的控制受损)有关。具有较高正期望值和较低负期望值的集群报告了频繁饮酒,但在许多方面似乎都比强劲预期集群的风险要低。负期望背书似乎代表着超出正期望之外的额外风险。结论:结果表明,在饮酒者和人格特征方面,大学生饮酒者亚组所认可的期望的大小和组合可能与他们的风险水平有关。这些发现可能对成人饮酒者的干预有影响。

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