In regards to income, I briefly skimmed the Wikipedia section for IQ and Income, which can be found here:
https://en.wikipedia.org/wiki/Intelligence_quotient#Income
"Highly correlated" would not be the choice of words I use to describe correlations between (0.23 - 0.5).
We, as people, should cherish the contributions of one's intelligence instead of obsessing over an arbitrary, qualitative value painted as a qualitative value like one's potential intelligence.