“…Both Nigro (2003 and) and Elliehausen and Staten (2004) include a series of control variables associated with the location of the loan or loan application and the borrower because they may affect the demand or supply of subprime credit. In general, we expect that borrowers will be more likely to use/apply for subprime loans, and perhaps be rejected by subprime lenders, in locations with difficult economic conditions and when borrowers have lower income or are in minority areas (Calem, Gillen, andWachter, 2004, andPennington-Cross, 2002). Economic conditions are proxied by the countylevel unemployment rate, housing vacancy rate, and population growth rate.…”