Graduation rates don't actually reflect on the quality of education, I don't think, unless you're controlling for a lot of other variables. I don't typically see people controlling for them, e.g. a politician might brag that graduation rates are up in their district, arguing that education has improved, while ignoring the underlying reason that standardized tests got easier or the schools spent more time test-prepping and less time educating.