Browsing by Author "Ferreira, F"
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Item Open Access A unified framework for measuring preferences for schools and neighborhoods(Journal of Political Economy, 2007-10-23) Bayer, P; Ferreira, F; McMillan, RThis paper develops a framework for estimating household preferences for school and neighborhood attributes in the presence of sorting. It embeds a boundary discontinuity design in a heterogeneous residential choice model, addressing the endogeneity of school and neighborhood characteristics. The model is estimated using restricted-access Census data from a large metropolitan area, yielding a number of new results. First, households are willing to pay less than 1 percent more in house prices - substantially lower than previous estimates - when the average performance of the local school increases by 5 percent. Second, much of the apparent willingness to pay for more educated and wealthier neighbors is explained by the correlation of these sociodemographic measures with unobserved neighborhood quality. Third, neighborhood race is not capitalized directly into housing prices; instead, the negative correlation of neighborhood percent black and housing prices is due entirely to the fact that blacks live in unobservably lower-quality neighborhoods. Finally, there is considerable heterogeneity in preferences for schools and neighbors, with households preferring to self-segregate on the basis of both race and education. © 2007 by The University of Chicago. All rights reserved.Item Open Access Estimating Racial Price Differentials in the Housing Market(Economic Research Initiatives at Duke (ERID), 2013-03-01) Bayer, P; Casey, M; Ferreira, F; McMillan, RThis paper uses unique panel data covering over two million repeat-sales housing transactions from four metropolitan areas to test for the presence of racial price differentials in the housing market. Drawing on the strengths of these data, our research design controls carefully for unobserved differences in the quality of neighborhoods and the homes purchased by buyers of each race. We find that black and Hispanic homebuyers pay premiums of about three percent on average across the four cities, differences that are not explained by variation in buyer income, wealth or access to credit. Further, the estimated premiums do not vary significantly with the racial composition of the neighborhood; nor, strikingly, do they vary with the race of the seller. This latter finding suggests that racial prejudice on the part of sellers is not the primary explanation for the robust premiums we uncover. The results have implications for the evolution of racial differences in wealth and home ownership and the persistence of residential segregation.Item Open Access Price Discrimination in the Housing Market(Economic Research Initiatives at Duke (ERID), 2012-05-01) Bayer, P; Casey, M; Ferreira, F; McMillan, RThis paper sets out a new research design to test for price discrimination by sellers in the housing market. The design controls carefully for unobserved differences in the quality of neighborhoods and homes purchased by buyers of each race, using novel panel data from over two million repeat-sales housing transactions in four metropolitan areas. The results indicate that black and Hispanic homebuyers pay premiums of around 3 percent on average across the four cities – differences that are not explained by variation in buyer income, wealth or access to credit. The estimated premiums do not vary significantly with the racial composition of the neighborhood or, most strikingly, the race of the seller. This latter result rules out racial prejudice or animosity on the part of sellers as the primary explanation for the estimated premiums.Item Open Access The vulnerability of minority homeowners in the housing boom and bust(American Economic Journal: Economic Policy, 2016-01-01) Bayer, P; Ferreira, F; Ross, SLThis paper examines mortgage outcomes for a large sample of individual home purchases and refinances linked to credit scores in seven major US markets. Among those with similar credit scores and loan attributes, black and Hispanic homeowners had much higher rates of delinquency and default in the downturn. These estimated differences are especially pronounced for loans originated near the peak of the housing boom. These findings suggest that black and Hispanic homeowners drawn into the market near the peak were especially vulnerable to adverse economic shocks and raise concerns about homeownership as a mechanism for reducing racial disparities in wealth.Item Open Access Tiebout Sorting, Social Multipliers and the Demand for School Quality(NBER Working Paper, 2009) Bayer, P; Ferreira, F; McMillan, RItem Open Access What Drives Racial and Ethnic Differences in High Cost Mortgages? The Role of High Risk Lenders(Economic Research Initiatives at Duke (ERID), 2016-02-01) Bayer, P; Ferreira, F; Ross, SLThis paper examines racial and ethnic differences in high cost mortgage lending in seven diverse metropolitan areas from 2004-2007. Even after controlling for credit score and other key risk factors, African-American and Hispanic home buyers are 105 and 78 percent more likely to have high cost mortgages for home purchases. The increased incidence of high cost mortgages is attributable to both sorting across lenders (60-65 percent) and differential treatment of equally qualified borrowers by lenders (35-40 percent). The vast majority of the racial and ethnic differences across lender can be explained by a single measure of the lender’s foreclosure risk and most of the within-lender differences are concentrated at high-risk lenders. Thus, differential exposure to high-risk lenders combined with the differential treatment by these lenders explains almost all of the racial and ethnic differences in high cost mortgage borrowing.