Political moderation, education, and intelligence

After seeing this post up on how high information levels and education may lead to political polarization, I wanted to revisit the GSS data on political moderation and independence in light of educational attainment and intelligence. For the later I used the proxy of a score on a vocabulary test which has a 0.70 correlation with general intelligence. My question was this: what are the different effects of intelligence and education on ideology and partisanship? To answer this question I looked at two response variables, POLVIEWS and PARTYID, which measure ideology from very liberal to very conservative and partisanship from strong Democrat to strong Republican. I amalgamated "leaners" so that in the middle I had moderates and independents left. For the vocab test I used WORDSUM. The scores have a value from 0 to 10, out of 10. I combined the 0-4 interval because the sample size there was small. ...