| Nonlinear Dynamics, Psychology, and Life Sciences, Vol. 12, Iss. 4, Oct, 2008, pp. 397-407 @2008 Society for Chaos Theory in Psychology & Life Sciences Cross-cultural Generalizability of a Cusp Catastrophe Model for Binge Drinking Among College Students Abstract: 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. Keywords: binge drinking, alcoholism, attitude, peer pressure, cusp catastrophe |