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 |