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. Author manuscript; available in PMC: 2016 Jul 27.
Published in final edited form as: Soc Probl. 2015 May 4;62(2):186–218. doi: 10.1093/socpro/spv002

Table 4.

Excess Foreclosure Filings and Home Equity Threatened Due to Cumulative Disadvantage in Baltimore

Entered Foreclosure
N Observed Predicted Excess Difference Total Foreclosure Filings Excess Foreclosure Filings Mean Home Equity Threatened Total Excess Home Equity Threatened
Black Borrowers (vs. White Borrowers)
    All Black Borrowers 1,196 17.9% 10.4% 7.5% 214 90 $41,848 $3,766,304
        Borrower Income over $50,000 661 19.4% 7.7% 11.6% 128 77 $38,317 $2,950,383
        Private Label Securitization Loans 814 23.0% 13.8% 9.2% 187 75 $40,583 $3,043,762
All Borrowers in Black Tracts (vs. All Borrowers in White Tracts)
    All Borrowers in Black Tracts 1,421 15.4% 11.4% 4.0% 219 57 $44,851 $2,556,518
        Borrower Income over $50,000 816 15.6% 10.0% 5.6% 127 46 $42,488 $1,954,464
        Private Label Securitization Loans 897 21.3% 15.3% 6.0% 191 54 $41,927 $2,264,033
Black Borrowers in Black Tracts (vs. White Borrowers in White Tracts)
    Black Borrowers in Black Tracts 962 17.2% 9.3% 7.9% 165 76 $46,521 $3,535,592
        Borrower Income over $50,000 506 18.8% 7.8% 11.0% 95 55 $43,268 $2,379,763
        Private Label Securitization Loans 655 22.0% 12.3% 9.7% 144 63 $44,179 $2,783,276
Black Borrowers in White Tracts (vs. White Borrowers in White Tracts)
    Black Borrowers in White Tracts 234 20.9% 12.8% 8.1% 49 19 $26,465 $502,843
        Borrower Income over $50,000 155 21.3% 11.7% 9.6% 33 15 $24,362 $365,426
        Private Label Securitization Loans 159 27.0% 17.3% 9.8% 43 16 $26,557 $424,917
White Borrowers in Black Tracts (vs. White Borrowers in White Tracts)
    White Borrowers in 50%-100% Black Tracts 262 10.7% 6.8% 3.9% 28 10 $36,094 $360,937
        Borrower Income over $50,000 198 10.1% 6.3% 3.8% 20 8 $35,475 $283,802
        Private Label Securitization Loans 128 19.5% 12.7% 6.9% 25 9 $30,750 $276,750

Note: White tracts label refers to 0%-50% black tracts and black tracts label refers to 50%-100% black tracts. The predicted foreclosure rates are average adjusted predictive margins based on what rates among corresponding borrowers for each row in the table would experience given observed characteristics along with predicted monthly loan payments and predicted probabilities of receiving a combined risk loan had they received equal treatment as similarly situated borrowers in the comparison group in parentheses. Home equity at time of foreclosure calculated for all borrowers who ever entered a foreclosure using information on combined loan-to-value ratio at origination, monthly payment, interest rate and amortization schedule, adjustable rate resets, interest only amortization, and zip code home price change (appreciation/depreciation in underlying property value). Equity is diminished by accrued interest for deliquent loans and calculated using the actual current balance recorded by the latest monthly update to the mortgage-backed securities files; mean home equity includes borrowers with negative equity. For a small number of loans the actual current deliquent balance is estimated by assuming 120 days delinquent for loans entering foreclosure, consistent with average timeline of judicial foreclosure in Maryland during the period of study. Average adjusted predictive margins estimations exclude 6 borrowers who received loan modifications and also entered foreclosure. See text for further explanation.