A correlational study like this can't show us the path of causation, if any. Any behavior geneticist worth his salt would immediately ask, "Do the boys earn more as grown men because they had the home environment filled with books, or perhaps they gained genes from their parents that prompt both collecting books and pursuing more lucrative occupations?" And the answer to that question, of course, is both,[1] but anyway the genes will matter.
[1] http://people.virginia.edu/~ent3c/papers2/three_laws.pdf