What is the effect of education on political party affiliation, controlling for job status?* For workers, the effect of having a college degree is a % change in the odds of being Republican, over not having a college degree. For managers, the effect of having a college degree is a % change in the odds of being Republican, over not having a college degree. The average effect is -12.5%, the opposite direction from the bivariate analysis