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Working Paper
Does distance matter in banking?
Deregulation and technological change have reduced the transactions costs that led to the dominance of local financial service suppliers, leading some to question if distance still matters in banking. This debate has been particularly acute in small business banking, where transactions costs are believed to be particularly high. This paper provides a detailed review of the literature on distance in banking markets, highlighting the reasons why geographic proximity is believed to be important and examining the changes that may have affected its importance. Relying on new data from the 2003 ...
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 ...
Journal Article
The 2008 HMDA data: the mortgage market during a turbulent year
The data that mortgage lending institutions reported for 2008 under the Home Mortgage Disclosure Act of 1975 (HMDA) reflect the ongoing difficulties in the housing and mortgage markets. This article presents a number of key findings from a review of the 2008 HMDA data. In particular, it documents a reduction in lending activity that was experienced by all groups of borrowers, highlights the Federal Housing Administration's greatly expanded role in the mortgage market, and examines how atypical changes in the interest rate environment affected the incidence of reported higher-priced lending in ...
Working Paper
Credit card redlining revisited
Using a proprietary dataset of credit bureau records, Cohen-Cole (2008) finds that banks set credit limits on revolving accounts based in part on the racial composition of the neighborhood in which each borrower resides. This paper evaluates the evidence presented in that working paper using the same proprietary database of credit bureau records. The replication effort presented in this paper suggests that decisions about how to calculate the variables used in that study may have resulted in the unnecessary exclusion of one-fifth of available observations from the estimation samples and may ...
Working Paper
Is Lending Distance Really Changing? Distance Dynamics and Loan Composition in Small Business Lending
Has information technology improved small businesses' access to credit by hardening the information used in loan underwriting and reducing the importance of proximity to lenders? Previous research, pointing to increasing average lending distances, suggests that it has. But this conclusion can obscure differences across loans and lenders. Using over 20 years of Community Reinvestment Act data on small business lending, we find that while average distances have increased substantially, distances at individual banks remain unchanged. Instead, average distance has increased because a small group ...
Journal Article
The 2007 HMDA data
Journal Article
The 2009 HMDA data: the mortgage market in a time of low interest rates and economic distress
The data that mortgage lending institutions reported for 2009 under the Home Mortgage Disclosure Act of 1975 (HMDA) reflect the ongoing difficulties in the housing and mortgage markets. This article presents a number of key findings from a review of the 2009 HMDA data. In particular, it documents the wave of refinancing but discusses factors that may have muted such opportunities, explores patterns of lending across groups and areas with high rates of foreclosure, highlights the federal government’s greatly expanded role in the mortgage market, and examines how the interest rate ...
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 ...
Journal Article
The mortgage market in 2010: 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 2010 under the Home Mortgage Disclosure Act (HMDA). The article documents home-purchase lending activity reflected in the HMDA data and discusses how the ending of the government's first-time homebuyer tax credit program during the year may have affected such lending. It also documents refinance lending activity and explores factors that may have muted such lending during 2010. In addition, the article closely examines patterns of lending across different racial or ethnic ...