Yes, genetics significantly influence the likelihood of developing alcohol addiction. A family history of alcoholism increases the risk of alcohol use disorder. Genetic factors impact how people metabolize alcohol, their sensitivity to its effects, and their susceptibility to addictive behaviors. However, genetics interact with environmental factors and personal experiences in determining alcohol addiction.