E. Rosenblatt, A RECONSIDERATION OF DISCRIMINATION IN MORTGAGE UNDERWRITING WITH DATA FROM A NATIONAL MORTGAGE BANK, Journal of financial services research, 11(1-2), 1997, pp. 109-131
This paper, analyzing over 12,000 conventional and FHA/VA loan applica
tions to a national mortgage lender in the 1989-1990 period, argues th
at mortgage denials occur only in a minority of cases, where the borro
wer has not learned the lender's underwriting rules in advance. Widesp
read borrower foreknowledge of such rules is demonstrated by a discrim
inant finding that 9 of 10 borrowers ''correctly'' choose whether to a
pply under FHA vs. conventional programs, based on financial and equit
y characteristics. This contrasts with the far lower ability of econom
etric models to identify approval/denial outcomes. It is revealing tha
t denials on the basis of credit problems, the only important informat
ion generally not available until post application, account for most r
acial/ethnic differences and borrower education affects the probabilit
y of approval of government insured loans more than loan to value. Con
trary to common assumptions, race differences in FHA/VA lending are at
least as pronounced as in conventional lending; and outcomes for Asia
ns, correctly measured, diverge as much from outcomes for whites, as d
o outcomes for Hispanics and African American.