Graduation rates mostly reflect admission selectivity with some effect from student / family money and college financial aid (the last being a college treatment effect, versus the others being selection effects).
Basically, more selective colleges with students from richer families and enough money to give good financial aid to those from non rich families will have higher graduation rates.