Here is some actual data comparing ethnic groups. It does indeed conclude that blacks are more likely to exhibit risky financial profiles than whites.

http://www.bos.frb.org/economic/wp/wp1992/wp92_7.pdf

However, the study also concludes that for a sample of black people statistically identical to whites, the approval rate is only 82% (compared to 90% for whites).