Abstract
Starting college is a major life transition. This study aims to characterize patterns of substance use across a variety of substances across the first year of college and identify associated factors. We used data from the first cohort (N = 2056, 1240 females) of the “Spit for Science” sample, a study of incoming freshmen at a large urban university. Latent transition analysis was applied to alcohol, tobacco, cannabis, and other illicit drug uses measured at the beginning of the fall semester and midway through the spring semester. Covariates across multiple domains – including personality, drinking motivations and expectancy, high school delinquency, peer deviance, stressful events, and symptoms of depression and anxiety – were included to predict the patterns of substance use and transitions between patterns across the first year. At both the fall and spring semesters, we identified three subgroups of participants with patterns of substance use characterized as: (1) use of all four substances; (2) alcohol, tobacco, and cannabis use; and (3) overall low substance use. Patterns of substance use were highly stable across the first year of college: most students maintained their class membership from fall to spring, with just 7% of participants in the initial low substance users transitioning to spring alcohol, tobacco, and cannabis users. Most of the included covariates were predictive of the initial pattern of use, but covariates related to experiences across the first year of college were more predictive of the transition from the low to alcohol, tobacco, and cannabis user groups. Our results suggest that while there is an overall increase in alcohol use across all students, college students largely maintain their patterns of substance use across the first year. Risk factors experienced during the first year may be effective targets for preventing increases in substance use.
Highlights
During the transition from high school to the first year of college, critical changes in individual freedoms, responsibilities, and living conditions occur [1]
The sample used in this study is part of the Spit for Science project, a university-wide research study at a large, public, urban university focused on understanding the development of substance use and emotional health outcomes in college students
Given that Bayesian Information Criteria (BIC) performs generally better than Akaike Information Criteria (AIC) in selecting the correct number of classes [53], and, as described the interpretation of 3-class solution was straightforward, we retained three classes for both the fall and spring semesters in the following analyses
Summary
During the transition from high school to the first year of college, critical changes in individual freedoms, responsibilities, and living conditions occur [1]. The transition from adolescence to emerging adulthood is known to be associated with increased risk of substance use/abuse [1, 2], and college students have higher levels of substance use than their same age peers [3]. Risky substance use among college students is widespread [4, 5], with 39% of students reporting binge drinking and 22% reporting illicit drug use [4]. It is important to understand the changes in substance use that occur across the critical first year when students go to college, and associated risk and protective factors. Using data from an incoming cohort of freshmen at a large diverse urban university we aimed to characterize patterns of substance use across the first year of entry to university
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