Guastello Stephen J, Aruka Yuji, Doyle Meghan, Smerz Kelly E
Department of Psychology, Marquette University, Milwaukee, WI 53201-1881, USA.
Nonlinear Dynamics Psychol Life Sci. 2008 Oct;12(4):397-407.
We examined whether a cusp catastrophe model for binge alcohol consumption by college students that was reported earlier (Smerz & Guastello, 2008) could generalize to another culture. Participants were 130 undergraduates enrolled in economics courses at a private urban Japanese university. They completed the same questionnaire items that were used in the previous US study. For some analyses, a stratified random subsample was taken from the earlier US data that was comparable in number, age, and gender proportions (N = 132). Results for the combined sample showed essentially the same results that were obtained from the US sample: Binge drinking can be modeled as a cusp catastrophe with two stable states of behavior - low to moderate consumption and binge level consumption. The two control parameters were peer influence (bifurcation) and attitude toward alcohol use (asymmetry). The nonlinear models (average R2 = .74) accounted for considerably more variance in binge drinking and other alcohol consumption indices than the comparison linear models (average r2 = .18 ). There were some subtle differences between the two samples of students, however.
我们研究了先前报道的大学生狂饮的尖点突变模型(Smerz & Guastello,2008)是否能推广到另一种文化。参与者是一所日本城市私立大学经济学课程的130名本科生。他们完成了与之前美国研究中相同的问卷项目。对于一些分析,从先前美国数据中抽取了一个分层随机子样本,其数量、年龄和性别比例与之相当(N = 132)。合并样本的结果与美国样本基本相同:狂饮可以被建模为一个具有两种稳定行为状态的尖点突变——低至中度饮酒和狂饮水平饮酒。两个控制参数是同伴影响(分岔)和对饮酒的态度(不对称)。非线性模型(平均R2 = 0.74)比比较线性模型(平均r2 = 0.18)在狂饮和其他酒精消费指数方面解释的方差要多得多。然而,这两组学生样本之间存在一些细微差异。