Multiple mechanisms influencing the relationship between alcohol consumption and peer alcohol use.
- Authors
- Edwards, Alexis C; Maes, Hermine H; Prescott, Carol A; Kendler, Kenneth S
- Year
- 2015
- Journal
- Alcoholism, clinical and experimental research
- PMID
- 25597346
- DOI
- 10.1111/acer.12624
- PMCID
- PMC4331262
BACKGROUND: Alcohol consumption is typically correlated with the alcohol use behaviors of one's peers. Previous research has suggested that this positive relationship could be due to social selection, social influence, or a combination of both processes. However, few studies have considered the role of shared genetic and environmental influences in conjunction with causal processes. METHODS: This study uses data from a sample of male twins (N = 1,790) who provided retrospective reports of their own alcohol consumption and their peers' alcohol-related behaviors, from adolescence into young adulthood (ages 12 to 25). Structural equation modeling was employed to compare 3 plausible models of genetic and environmental influences on the relationship between phenotypes over time. RESULTS: Model fitting indicated that one's own alcohol consumption and the alcohol use of one's peers are related through both genetic and shared environmental factors and through unique environmental causal influences. The relative magnitude of these factors, and their contribution to covariation, changed over time, with genetic factors becoming more meaningful later in development. CONCLUSIONS: Peers' alcohol use behaviors and one's own alcohol consumption are related through a complex combination of genetic and environmental factors that act via correlated factors and the complementary causal mechanisms of social selection and influence. Understanding these processes can inform risk assessment as well as improve our ability to model the development of alcohol use.
Multiple potential relationships underlie phenotypic associations between one’s own phenotype and that of one’s peers. As depicted in panel A, these phenotypes could be genetically or environmentally correlated: some of the genes that influence liability to alcohol consumption could also influence affiliation with peers who have alcohol problems. Similarly, environmental factors could be shared across phenotypes. In the current study such factors are unmeasured, but examples include parental monitoring and neighborhood quality. As stated elsewhere, because genetic and environmental correlations exist at a level beyond the manifested phenotypes, a change in one phenotype will not necessarily result in a change to the other.Panel B depicts the causal processes of social selection and social influence. In the former, an individual’s alcohol consumption directly influences his peers’ alcohol phenotype, because he is selecting those peers to match his own alcohol use or because their use changes to match his. Social influence operates in the other direction: peers’ alcohol use changes one’s own alcohol use, potentially through overt or implied peer pressure or social modeling. Unlike genetic/environmental correlation, the critical implication of these causal paths is that a change in one phenotype will necessarily result in a change to the downstream phenotype. For example, if one’s peers’ alcohol use declines, one’s own alcohol will also decline.
Panels A–C depict final path estimates (95% confidence intervals) for genetic, shared environmental, and unique environmental components of the model, respectively. Confidence intervals for all paths are provided in Supplementary Table 4. In Figure 2C, the Lself/peervariables enable E-specific causation pathways, which are bidirectional. Further details on model components are available in the Supplementary Material.
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