My greatgrandmother (born in 1891) left grade school in 6th grade for similar reasons. The real reason she was taken out was "money". (This was rural Indiana about 1903.) She finished her own education through what you might call a master's program by studying her brothers' texts. It was an unwise person who assume her lack of formal education meant anything about her intelligence or informal education.