Search Results
Journal Article
The Mortgage Market in 2011: Highlights from the Data Reported under the Home Mortgage Disclosure Act
This article presents a number of key findings from a review of the data that mortgage lending institutions reported for 2011 under the Home Mortgage Disclosure Act (HMDA). The article documents home-lending activity reflected in the HMDA data and places the 2011 activity in historical context. It also examines changes in mortgage market concentration in recent years and in the credit scores of recent homebuyers. In addition, the article reviews patterns of lending across different racial or ethnic and income groups and across areas that differ in terms of housing market distress. Finally, it ...
Working Paper
Foreclosure's wake: the credit experiences of individuals following foreclosure
While a substantial literature has examined the causes of mortgage foreclosure, there has been relatively little work on the consequences of foreclosure for the borrowers themselves. Using a large sample of anonymous credit bureau records, observed quarterly from 1999Q1 through 2010Q1, we examine the credit experiences of almost 350,000 borrowers before and after their mortgage foreclosure. Our analysis documents the substantial declines in credit scores that accompany foreclosure and examines the length of time it takes individuals to return their credit scores to pre-delinquency levels. The ...
Journal Article
The 2006 HMDA data
Analyzes the 2006 data collected under the Home Mortgage Disclosure Act (HMDA). The review focuses primarily on the pricing information in the data. Includes an assessment of factors that account for the variation in rates of serious delinquency on mortgage loans across U.S. metropolitan area counties observed as of March 31, 2007, with information drawn from the HMDA data on the incidence of higher-priced lending and from credit scores by geographic area.
Working Paper
Commercial lending and distance: evidence from Community Reinvestment Act data
Innovations such as credit scoring have increased the ability of banks to lend to distant business borrowers, which could expand the geographic market for small business loans. However, if this effect is limited to a few large banks, the market may become segmented and lending distance at local banks actually decreases. This paper, using a new data source and a spatial econometric model, empirically estimates the relationship between distance and commercial lending and how this relationship is evolving over time. We find distance is negatively associated with the likelihood of a local ...
Working Paper
Does credit scoring produce a disparate impact?
The widespread use of credit scoring in the underwriting and pricing of mortgage and consumer credit has raised concerns that the use of these scores may unfairly disadvantage minority populations. A specific concern has been that the independent variables that comprise these models may have a disparate impact on these demographic groups. By "disparate impact" we mean that a variable's predictive power might arise not from its ability to predict future performance within any demographic group, but rather from acting as a surrogate for group membership. Using a unique source of data that ...
Journal Article
The mortgage market in 2011: highlights from the data reported under the Home Mortgage Disclosure Act
This article presents a number of key findings from a review of the data that mortgage lending institutions reported for 2011 under the Home Mortgage Disclosure Act (HMDA). The article documents home-lending activity reflected in the HMDA data and places the 2011 activity in historical context. It also examines changes in mortgage market concentration in recent years and in the credit scores of recent homebuyers. In addition, the article reviews patterns of lending across different racial or ethnic and income groups and across areas that differ in terms of housing market distress. Finally, it ...
Working Paper
Who competes with whom? the case of depository institutions
Little empirical work exists on the substitutability of depository institutions. In particular, the willingness of consumers to substitute banks for thrifts and to switch between multimarket and single-market institutions (i.e., institutions with large vs. small branch networks) has been of strong interest to policymakers. We estimate a structural model of consumer choice of depository institutions using a panel data set that includes most depository institutions and market areas in the United States over the period 1990-2001. Using a flexible framework, we uncover utility parameters that ...
Working Paper
The subprime crisis: Is government housing policy to blame?
A growing literature suggests that housing policy, embodied by the Community Reinvestment Act (CRA) and the affordable housing goals of the government sponsored enterprises, may have caused the subprime crisis. The conclusions drawn in this literature, for the most part, have been based on associations between aggregated national trends. In this paper we examine more directly whether these programs were associated with worse outcomes in the mortgage market, including delinquency rates and measures of loan quality. We rely on two empirical approaches. In the first approach, which focuses on ...
Working Paper
Credit where none is due? Authorized user account status and \"piggybacking credit\"
An "authorized user" is a person who is permitted by a revolving account holder to use an account without being legally liable for any charges incurred. The Federal Reserve's Regulation B, which implements the 1974 Equal Credit Opportunity Act, requires that information on spousal authorized user accounts be reported to the credit bureaus and considered when lenders evaluate credit history. Since creditors generally furnish to the credit bureaus information on all authorized user accounts, without indicating which are spouses and which are not, credit scoring modelers cannot distinguish ...