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Working Paper
Do Minorities Pay More for Mortgages?
We test for racial discrimination in the prices charged by mortgage lenders. We construct a unique dataset where we observe all three dimensions of a mortgage's price: the interest rate, discount points, and fees. While we find statistically significant gaps by race and ethnicity in interest rates, these gaps are offset by differences in discount points. We trace out point-rate schedules and show that minorities and whites face identical schedules, but sort to different locations on the schedule. Such sorting may reflect systematic differences in liquidity or preferences. Finally, we find no ...
Working Paper
Effects of Gentrification on Homeowners: Evidence from a Natural Experiment
A major overhaul of the property tax system in 2013 in the city of Philadelphia has generated significant variations in the amount of property taxes across properties. This exogenous policy shock provides a unique opportunity to identify the causal effects of gentrification, which is often accompanied by increased property values, on homeowners’ tax payment behavior and residential mobility. The analysis, based on a difference-in-differences framework, suggests that gentrification leads to a higher risk of delinquency on homeowners’ tax bills on average, but there was no sign of a ...
Journal Article
Tough Choices: New Jersey Schools during the Great Recession and Beyond
This study examines the medium-term effects of the Great Recession on school finances in New Jersey using detailed school district panel data and an interrupted time series analysis. The authors find that the recession led to sharp cuts in school funding and expenditure, in spite of the federal stimulus. These cuts deepened as the stimulus abated. An analysis of variations by metropolitan area reveals that the Camden metro area, the highest poverty area reviewed, experienced considerably larger cuts in expenditures when the stimulus receded compared with other areas. The findings are ...
Working Paper
Financial Innovations and Issuer Sophistication in Municipal Securities Markets
When local governments default or file for bankruptcy, it is often because public officials misunderstood the risks associated with innovative financial products. If unsophisticated municipal bond issuers were to widely adopt a high risk financial product, this could harm taxpayers and investors, as well as destabilize the financial system. This analysis uses municipal bond issuers? total debt outstanding as a proxy for their sophistication and investigates the relationship between sophistication and adoption of financial innovations. Using comprehensive data on securities issued between 1992 ...
Working Paper
How Much Does Racial Bias Affect Mortgage Lending? Evidence from Human and Algorithmic Credit Decisions
We assess racial discrimination in mortgage approvals using confidential data on mortgage applications. Minority applicants tend to have significantly lower credit scores, higher leverage, and are less likely than White applicants to receive algorithmic approval from raceblind government-automated underwriting systems (AUS). Observable applicant-risk factors explain most of the racial disparities in lender denials. Further, we exploit the AUS data to show there are risk factors we do not directly observe, and our analysis indicates that these factors explain at least some of the residual 1-2 ...
Working Paper
Blockbusting and the Challenges Faced by Black Families in Building Wealth Through Housing in the Postwar United States
We study the impacts of blockbusting, i.e. large-scale racial turnover of urban neighborhoods orchestrated by real estate professionals using aggressive and discriminatory practices. In a panel of census tracts across large cities in the postwar United States, we compare tracts subjected to blockbusting activity to similar neighboring tracts not subjected to blockbusting. We find that blockbusting caused substantially lower house values over the next few decades. To understand the mechanisms behind this effect, we analyze property-level data in one neighborhood of Baltimore, Maryland. We find ...
Working Paper
How Much Does Racial Bias Affect Mortgage Lending? Evidence from Human and Algorithmic Credit Decisions
We assess racial discrimination in mortgage approvals using new data on mortgage applications. Minority applicants tend to have significantly lower credit scores, higher leverage, and are less likely than white applicants to receive algorithmic approval from race-blind government automated underwriting systems (AUS). Observable applicant- risk factors explain most of the racial disparities in lender denials. Further, we exploit the AUS data to show there are risk factors we do not directly observe, and our analysis indicates that these factors explain at least some of the residual 1-2 ...