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Keywords:small business lending 

Speech
Opening remarks at the Community Bankers’ Conference

Remarks at the Community Bankers? Conference, Federal Reserve Bank of New York, New York City.
Speech , Paper 202

Working Paper
Relationship Lending: That Ship Has Not Sailed for Community Banks

This study provides direct evidence of the value to banks arising from relationship lending by estimating the market premium placed on banking organizations’ small business loan portfolios. Using data from the small business loan survey contained in the June bank Call Reports, we find that small commercial and industrial (C&I) loans add value to community banks both in absolute terms and relative to the value contributed by larger C&I loans. The value‐enhancing effect of small business loans is observed primarily at small community banks, and it was present during the Great Recession as ...
Working Papers , Paper 24-5

Report
Allocation and Employment Effect of the Paycheck Protection Program

The Paycheck Protection Program (PPP) was a large and unprecedented small-business support program enacted as a response to the COVID-19 crisis in the United States. The PPP administered almost $800 billion in loans and grants to small businesses through the banking system. However, there is still limited consensus on its overall effect on employment. This paper explores why it is challenging to estimate the effect of the PPP. To do so, we first focus on the timing of the allocation of PPP funds across regions and firms. Counties less affected by COVID-19 and with a larger presence of ...
Current Policy Perspectives

Working Paper
Bank Incentives and the Effect of the Paycheck Protection Program

We assess the role of banks in the Paycheck Protection Program (PPP), a large and unprecedented small-business support program instituted as a response to the COVID-19 crisis in the United States. In 2020, the PPP administered more than $525 billion in loans and grants to small businesses through the banking system. First, we provide empirical evidence of heterogeneity in the allocation of PPP loans. Firms that were larger and less affected by the COVID-19 crisis received loans earlier, even in a within-bank analysis. Second, we develop a model of PPP allocation through banks that is ...
Working Papers , Paper 21-15

Working Paper
The Impact of the Small Business Lending Fund on Community Bank Lending to Small Businesses

Following the financial crisis, total outstanding loans to businesses by commercial banks dropped off substantially. Large loans outstanding began to rebound by the third quarter of 2010 and essentially returned to their previous growth trajectory while small loans outstanding continued to decline. Furthermore, much of the drop in small business loans outstanding was evident at community banks. To address this perceived lack of supply of credit to small businesses, the Small Business Lending Fund (SBLF) was created as part of the 2010 Small Business Jobs Act. The fund was intended to provide ...
Finance and Economics Discussion Series , Paper 2014-111

Working Paper
Optimal Allocation of Relief Funds: The Case of the Paycheck Protection Program

The Paycheck Protection Program (PPP) was a large and unprecedented small-business support program that allocated $800 billion in loans and grants to small businesses following the onset of the COVID-19 crisis. This paper explores the optimal allocation of funds across firms and the distortions caused by allocating these funds through banks. We show that it can be optimal to allocate funds to the least or most affected firms depending on the underlying distribution of the shock that firms face, the firms’ financial position, and the total budget available for the program. In the model, as ...
Working Papers , Paper 21-16

Working Paper
What Do 25 Million Records of Small Businesses Say about the Effects of the PPP?

We utilize Dun & Bradstreet data on firms’ financial condition to examine the allocation of Paycheck Protection Program (PPP) loans and their impact. Three main findings emerge. First, firms in better financial condition prior to the COVID outbreak were advantaged in the allocation of PPP loans. Second, firms’ financial condition improved significantly and persistently after receiving a loan, and this effect was more pronounced among the smaller and less financially sound firms. Third, we demonstrate empirically that the heterogeneity in firms’ financial condition must be accounted for ...
Working Papers , Paper 22-23

Working Paper
Stress Tests and Small Business Lending

Post-crisis stress tests have altered banks? credit supply to small business. Banks affected by stress tests reduce credit supply and raise interest rates on small business loans. Banks price the implied increase in capital requirements from stress tests where they have local knowledge, and exit markets where they do not, as quantities fall most in markets where stress-tested banks do not own branches near borrowers, and prices rise mainly where they do. These reductions in supply are concentrated among risky borrowers. Stress tests do not, however, reduce aggregate credit. Small banks ...
Working Papers (Old Series) , Paper 1802

Working Paper
Is Bigger Necessarily Better in Community Banking?

We investigate the relative performance of publicly traded community banks (those with assets less than $10 billion) versus larger banks (those with assets between $10 billion and $50 billion). A body of research has shown that community banks have potential advantages in relationship lending compared with large banks, although newer research suggests that these advantages may be shrinking. In addition, the burdens placed on community banks by the regulatory reforms mandated by the Dodd-Frank Wall Street Reform and Consumer Protection Act and the need to increase investment in technology, ...
Working Papers (Old Series) , Paper 1615

Community Banking Conference Spotlights Research on Bank Failures

Learn about research, particularly around bank failures’ effects on businesses and the economy, presented at the 2025 Community Banking Research Conference.
On the Economy

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