Department of Psychiatry, University of California, San Francisco, 0984-TRC, San Francisco, California 94143-0984, USA.
J Stud Alcohol Drugs. 2010 Mar;71(2):210-8. doi: 10.15288/jsad.2010.71.210.
The extent to which problem drinkers transition into and out of problem drinking was examined using Markov modeling.
Study participants (N = 1,350) were randomly sampled from one county's general population and from consecutive admissions to public and private alcohol treatment programs in the same county, and they were assessed at 1-, 3-, 5-, and 7-year follow-ups. At baseline, all met the criteria for problem drinking. Individuals were classified as "problem drinkers" if they reported at least two of three criteria (heavy episodic drinking, social consequences, dependence symptoms according to the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition) during the prior 12 months.
Although all possible patterns were observed, a latent Markov model with heterogeneous transitions and five patterns fit the data. The sampling frame and baseline alcohol severity related to pattern.
The data indicate that, although they do change over time, problem drinkers on the whole are more likely either to remain problem drinkers or to cease to be problem drinkers than they are to move into and out of problem-drinking status. Once they transition out of problem drinking, they are more likely to remain nonproblem drinkers.
使用马尔可夫模型研究问题饮酒者转变为和脱离问题饮酒的程度。
研究参与者(N=1350)从一个县的普通人群中以及该县的公立和私立酒精治疗项目的连续入院患者中随机抽取,并在 1、3、5 和 7 年随访中进行评估。在基线时,所有参与者均符合问题饮酒的标准。如果个体在过去 12 个月内报告了至少三个标准中的两个(重度间歇性饮酒、社会后果、根据《精神障碍诊断与统计手册》第四版的依赖症状),则将其归类为“问题饮酒者”。
尽管观察到了所有可能的模式,但具有异质转移和五个模式的潜在马尔可夫模型拟合数据。抽样框架和基线酒精严重程度与模式相关。
数据表明,尽管他们随着时间的推移而变化,但问题饮酒者总体上更有可能保持问题饮酒者的状态或停止成为问题饮酒者,而不是进入和退出问题饮酒状态。一旦他们过渡到不饮酒,他们更有可能保持非问题饮酒者的状态。