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Discussion Paper
Trends in Debt Concentration in the United States By Income
Household debt in the United States expanded before the Great Recession, contracted afterward, and has been recovering since 2013. But how has the distribution of debt across different income groups evolved over time? Who has been driving the recovery of household debt over the past two years? To date, there has been little work on how borrowing patterns for high- and low-income individuals have changed over time, although one notable exception is Amromin and McGranahan. Here, using the New York Fed Consumer Credit Panel (CCP), a quarterly panel data set based on Equifax credit reports, we ...
Working Paper
Basic Facts on the Coverage of the Paycheck Protection Program
This paper applies loan-level information from Paycheck Protection Program loans to analyze the coverage of this extraordinary lending program. We show that loans went to a large share of small businesses across most industries in the US, especially to industries that were most negatively impacted by COVID-19 stay-at-home orders. We geocode the loans and then identify that 2021 loans were more concentrated in low- and moderate-income communities, along with census tracts where minority residents are a majority of the population. The growth of nonemployer loans and fintech lending in the ...
Discussion Paper
Who Has Been Evicted and Why?
More than two million American households are at risk of eviction every year. Evictions have been found to cause prolonged homelessness, worsened health conditions, and lack of credit access. During the COVID-19 outbreak, governments at all levels implemented eviction moratoriums to keep renters in their homes. As these moratoriums and enhanced income supports for unemployed workers come to an end, the possibility of a wave of evictions in the second half of the year is drawing increased attention. Despite the importance of evictions and related policies, very few economic studies have been ...
Journal Article
District Digest
Many Americans take access to credit for granted. It's easy for them to underestimate the importance of credit. But without it, a person's economic advancement may become more challenging. For example, in many areas, the inability to secure an auto loan — and thus, a car — could limit employment options, access to healthy food, or medical care.Different people have disparate experiences in accessing credit. For those who are financially underserved, the market has produced credit alternatives. But many of those alternatives, such as payday lenders, offer unfavorable terms that often ...
Working Paper
First-Time Homebuyers: Toward a New Measure
Existing data sources show divergent estimates of the number of homes purchased by first-time homebuyers as a share of all home purchases. In this paper, we use a new data set to construct a time series of the share of first-time homebuyers. This series, based on the Federal Reserve Bank of New York Equifax Consumer Credit Panel (CCP), shows a significant decline in this share, particularly for young households, which is consistent with the decline in homeownership in this age cohort since the early 2000s.
Discussion Paper
Introducing the SCE Credit Access Survey
Today, we are releasing new data on consumers? experiences and expectations regarding credit demand. We?ve been collecting these data every four months since mid-2013, as part of our Survey of Consumer Expectations (SCE). Other data sources describing consumer credit either provide aggregates that are an interaction of credit supply and demand (such as the FRBNY Consumer Credit Panel), or show only short-term changes in supply and demand (as reported by the supply side in the Senior Loan Officer Opinion Survey), or are too infrequent to provide a real-time picture of changes in consumer ...
Working Paper
Fintech Lending and Mortgage Credit Access
Following the 2008 financial crisis, mortgage credit tightened and banks lost significant mortgage market share to nonbank lenders, including to fintech firms recently. Have fintech firms expanded credit access, or are their customers similar to those of traditional lenders? Unlike in small business and unsecured consumers lending, fintech mortgage lenders do not have the same incentives or flexibility to use alternative data for credit decisions because of stringent mortgage origination requirements. Fintech loans are broadly similar to those made by traditional lenders, despite innovations ...
Working Paper
Did Fintech Loans Default More During the COVID-19 Pandemic? Were Fintech Firms “Cream-Skimming” the Best Borrowers?
A growing portion of consumer credit has recently been devoted to unsecured personal installment loans. Fintech firms have been active players in this market, with an increasing market share, while the market share of banks has declined. Studies of fintech lending have shown that their digital access and ability to leverage alternative data have increased accessibility in underserved areas, enabled consumers with thin credit files to obtain credit, and provided a lower cost alternative to long-term credit card financing. This paper exams three questions: (1) Do proprietary loan rating systems ...
Working Paper
Government Litigation Risk and the Decline in Low-Income Mortgage Lending
We study the effect of Department of Justice lawsuits in the 2010s against large lenders for alleged fraud in the Federal Housing Administration (FHA) mortgage insurance program. The suits led to more than $5 billion in settlements and caused targeted banks and their peers to precipitously exit the FHA market. Difference-in-differences and triple differences tests exploiting geographic variation in exposure to exiting banks show a 20 percent reduction in FHA lending in heavily exposed areas. This reduction was not associated with improved underwriting standards or lower default rates. Large ...
Discussion Paper
Just Released: A Closer Look at Recent Tightening in Consumer Credit
The Federal Reserve Bank of New York released results today from its October 2018 SCE Credit Access Survey, which provides information on consumers' experiences with and expectations about credit demand and credit access. The survey is fielded every four months and was previously fielded in June.