It is not the absolute risk. You are just much more comfortable with lending to someone who ALREADY has a stable income and some assets v/s someone who might or might not start repaying as promised.
Students also start repaying after a few years and any loan that has a longer repayment horizon is more risky. You never know whats gonna to happen in future and that uncertainty increases as we talk about further down the future.