Prevention Research Center, Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA 16802, USA.
Psychol Addict Behav. 2012 Sep;26(3):440-50. doi: 10.1037/a0026130. Epub 2011 Nov 7.
This study used Latent Transition Analysis (LTA) to examine a stage-sequential model of alcohol use among a sample of high-risk matriculating college students (N=1,275). Measures of alcohol use were collected via web-administered surveys during the summer before entering college and followed-up during the fall semester of college. Seven indicators of alcohol use were used in the LTA models, including temporal measures of typical drinking throughout the week. The results indicated that four latent statuses characterized patterns of drinking at both times, though the proportion of students in each status changed during the transition to college: (a) nondrinkers; (b) weekend nonbingers; (c) weekend bingers; and (d) heavy drinkers. Heavy drinkers were distinguished by heavy episodic drinking (HED), and increased likelihood of drinking throughout the week, especially on Thursdays. Covariates were added to the LTA model to examine the main and interaction effects of parent- and peer-based intervention components. Results indicated that participants in the parent and peer conditions were least likely to transition to the heavy drinkers status. Results also indicated that the parent condition was most effective at preventing baseline nondrinkers from transitioning to heavy drinkers whereas the peer condition was most effective at preventing escalation of use among weekend nonbingers. The results underscore the value of considering multiple dimensions of alcohol use within a person-centered approach. Differential treatment effects were found across baseline drinking class, suggesting the benefit for tailored intervention programs to reduce high-risk drinking among college students.
本研究采用潜在转变分析(LTA)来检验高危新生大学生样本中酒精使用的阶段序列模型(N=1,275)。通过大学入学前夏天的网络问卷调查收集酒精使用的测量数据,并在大学秋季学期进行跟踪调查。LTA 模型使用了七种酒精使用指标,包括一周内典型饮酒的时间测量。结果表明,四个潜在状态描述了两个时间点的饮酒模式,尽管在向大学过渡期间,每个状态的学生比例发生了变化:(a)不饮酒者;(b)周末非狂饮者;(c)周末狂饮者;(d)重度饮酒者。重度饮酒者的特点是重度间断性饮酒(HED),以及每周,尤其是周四饮酒的可能性增加。将协变量添加到 LTA 模型中,以检验基于父母和同伴的干预成分的主要和交互效应。结果表明,父母和同伴条件下的参与者最不可能转变为重度饮酒者状态。结果还表明,父母条件最有效地防止基线不饮酒者转变为重度饮酒者,而同伴条件最有效地防止周末非狂饮者的使用升级。结果强调了在以个体为中心的方法中考虑酒精使用的多个维度的价值。在基线饮酒类别上发现了不同的治疗效果,这表明针对大学生高风险饮酒的定制干预计划具有益处。