The emergence of studies applying Gottfredson and Hirschi's (1990) self-control theory to offending behaviors has produced empirical support confirming the position that individuals with low self-control are more likely to engage in deviant behaviors. However, few have examined its effects with opportunity factors. The present study examines the time-invariant effect of low self-control, as well as the time-concurrent and lagged effects of opportunity factors (parental attachment and delinquent peer associations), on bullying growth trajectories. The findings in the latent growth curve analysis demonstrate that low self-control is significantly related to both the initial levels and change in bullying over time, even after controlling for delinquent peer associations in homogeneous populations. The new approach described within the latent class growth modeling framework (i.e., growth mixture) incorporates a categorical latent trajectory variable representing latent classes (i.e., distinct subgroups), having similar patterns of bullying growth trajectories. Three groups of students emerged from the student-reported data at five time points from ages 11 to 15, decreasers (90%), moderate late peakers (7%), and high late peakers(3%), defined by different predictors and sequelae. Low self-control was rendered insignificant for both moderate late peakers and high late peakers relative to decreasers; delinquent peer associations had a time-concurrent effect for moderate late peakers than decreasers; and high late peakers had a time-lagged effect relative to moderate late peakers.
Joint growth trajectories of bullying perpetration and victimization were examined using 5-year panel data (2004–2008) from a sample of 2,844 South Korean adolescents between the ages of 11 and 15 (fourth to eighth grade). The second-order growth mixture model revealed three distinct subgroups: bully-victims to low bully-victims transition (9.9%); moderate bully-victims to victim transition (6.8%); and a limited involvement/stable group (83.3%). Respondents with less self-control who associated with delinquent peers were more likely to be members of both the bully-victims to low bully-victims transition and the moderate bully-victims to victim transition groups, compared with the limited involvement/stable group. Relative to the limited involvement/stable group, adolescents with less self-control were more likely to be members of both transition groups even after controlling for opportunity measures. Delinquent peer associations partially mediated these associations.
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