Chronic disease risk typologies among young adults in community college

Objectives: To address chronic disease risk holistically from a behavioral perspective, insights are needed to refine understanding of the covariance of key health behaviors. This study aims to identify distinct typologies of young adults based on 4 modifiable risk factors of chronic disease using a latent class analysis approach, and to describe patterns of class membership based on demographic characteristics, living arrangements, and weight. Methods: Overall, 441 young adults aged 18-35 attending community colleges in the Minnesota Twin Cities area completed a baseline questionnaire for the Choosing Healthy Options in College Environments and Settings study, a RCT. Behavioral items were used to create indicators for latent classes, and individuals were classified using maximum-probability assignment. Results: Three latent classes were identified: ‘active, binge-drinkers with a healthy dietary intake’ (13.1%); ‘non-active, moderate-smokers and non-drinkers with poor dietary intake’ (38.2%); ‘moderately active, non-smokers and non-drinkers with moderately healthy dietary intake’ (48.7%). Classes exhibited unique demographic and weight-related profiles. Conclusions: This study may contribute to the literature on health behaviors among young adults and provides evidence that there are weight and age differences among subgroups. Understanding how behaviors cluster is important for identifying groups for targeted interventions in community colleges.