First, significant stability of educational achievement, alcohol use and smoking behaviors across age was observed. This finding is consistent with previous studies (Beal and Crockett, 2010; Maggs and Schulenberg, 2005) and it underscores the importance of adjusting for autoregressive effects when studying the complex associations between education and substance use.