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Working Paper
Time-varying Persistence of House Price Growth: The Role of Expectations and Credit Supply
Chudik, Alexander; Smallwood, Aaron; Choi, Chi-Young (2024-05-15)
High persistence is a prominent feature of price movements in U.S. housing markets, i.e., house prices grow faster this period if they grew faster last period. This paper provides two additional new insights to the literature on U.S. house price movements. First, there exists a significant time variation in the persistence of house price growth, both at the national and city level. Second, there is considerable heterogeneity in the time-varying persistence across different regions, particularly in areas that were historically less persistent, such as the capital-poor regions in the Midwest ...
Globalization Institute Working Papers , Paper 426

Journal Article
Do Credit Supply Shocks Constrain Employment Growth of Small and Medium-Sized Enterprises?
Baslandze, Salomé; Minoiu, Camelia; Penciakova, Veronika; Willis, Jonathan L. (2023-09-25)
Small and medium-sized enterprises (SMEs) made outsized contributions to net employment growth during the pandemic recession and recovery. However, credit conditions have tightened significantly during the past year and might hinder growth for small firms going forward. Using data on bank lending to small businesses and employment growth, we estimate that a tightening in bank credit supply of 1 percentage point is associated with an 11 percent decline in SMEs' net job creation rate. This estimate indicates that a bank credit tightening about one-third the size of the tightening observed ...
Policy Hub , Volume 2023 , Issue 5

Working Paper
Real Effects of Foreign Exchange Risk Migration: Evidence from Matched Firm-Bank Microdata
Bräuning, Falk; Abbassi, Puriya (2020-07-01)
When firms trade forward contracts with banks to protect foreign currency cash flows against exchange rate movements, foreign exchange risk migrates to the banking sector. We show how this migrated risk may induce systemic repercussions with severe implications for the real economy. For identification, we exploit the Brexit referendum in June 2016 as a quasi-natural experiment in combination with detailed microdata on forward contracts and the credit register in Germany. Before the referendum, firms substantially increased their use of derivatives in response to the heightened uncertainty; ...
Working Papers , Paper 20-8

Working Paper
Automated Underwriting and Housing Market Dynamics
Johnson, Stephanie; Tzur-Ilan, Nitzan (2025-12-23)
We study how the 1990s adoption of now widely-used automated mortgage underwriting systems affected credit supply, house prices and their comovement across locations. The effects go well beyond processing improvements. By implementing more complex, statistically-informed lending rules, the systems allowed households to borrow more, pushing up house prices. Furthermore, by transmitting a common set of credit standards across lenders, the new technology increased credit and house price synchronization. Together, our results illustrate how new lending technology can generate correlated credit ...
Working Papers , Paper 2506

Journal Article
Transmission of Sovereign Risk to Bank Lending
Başkaya, Yusuf Soner; Hardy, Bryan; Kalemli-Özcan, Ṣebnem; Yue, Vivian Z. (2023-02-27)
Banks hold a significant exposure to their own sovereigns. An increase in sovereign risk may hurt banks' balance sheets, causing a decrease in lending and a decline in economic activity. We quantify the transmission of sovereign risk to bank lending and provide new evidence about the effect of sovereign risk on economic outcomes. We consider the 1999 Marmara earthquake in Turkey as an exogenous shock leading to an increase in Turkey's default risk. Our empirical estimates show that, for banks holding a higher amount of government securities, the exogenous change in sovereign default risk ...
Policy Hub , Volume 2023 , Issue 2

Working Paper
Why Do Firms Pay Different Interest Rates on Their Bank Loans?
Amiti, Mary; Kashyap, Anil K.; Kovner, Anna; Weinstein, David E. (2026-02-20)
We document significant variation in interest rates among similar commercial and industrial loans using confidential supervisory data on the largest US banks. This dispersion does not appear to be due to risk. We rationalize the data using a search cost model and find that search costs are highest for smaller and riskier borrowers and lower for public firms, consistent with predictable differences in the costs of screening and monitoring. We find that search costs are substantial. Over a third of firms behave as if they do not comparison shop; half of all firms appear to only obtain two ...
Working Paper , Paper 26-03

Working Paper
The Impact of Regulatory Stress Tests on Bank Lending and Its Macroeconomic Consequences
Bräuning, Falk; Fillat, Jose (2020-10-01)
We use an expansive regulatory loan-level data set to analyze how the portfolios of the largest US banks have changed in response to the Dodd-Frank Act Stress Test (DFAST) requirements. We find that the portfolios of the largest banks, which are subject to stress-testing, have become more similar to each other since DFAST was implemented in 2011. We also find that banks with poor stress-test results tend to adjust their portfolios in a way that makes them more similar to the portfolios of banks that performed well in the stress-testing. In general, stress-testing has resulted in more ...
Working Papers , Paper 20-12

Discussion Paper
How the LIBOR Transition Affects the Supply of Revolving Credit
Luck, Stephan; Yang, Yilin; Cooperman, Harry; Duffie, Darrell; Kang-Landsberg, Alena; Wang, Zachry (2023-02-03)
In the United States, most commercial and industrial (C&I) lending takes the form of revolving lines of credit, known as revolvers or credit lines. For decades, like other U.S. C&I loans, credit lines were typically indexed to the London Interbank Offered Rate (LIBOR). However, since 2022, the U.S. and other developed-market economies have transitioned from credit-sensitive reference rates such as LIBOR to new risk-free rates, including the Secured Overnight Financing Rate (SOFR). This post, based on a recent New York Fed Staff Report, explores how the provision of revolving credit is likely ...
Liberty Street Economics , Paper 20230203

Working Paper
The ins and outs of mortgage debt during the housing boom and bust
Bhutta, Neil (2014-07-23)
From 1999 to 2013, U.S. mortgage debt doubled and then contracted sharply. Our understanding of the factors driving this volatility in the stock of debt is hampered by a lack of data on mortgage flows. Using comprehensive, individual-level panel data on consumer liabilities, I estimate detailed mortgage inflows and outflows. During the boom, inflows from real estate investors tripled, far outpacing growth from other segments such as first-time homebuyers. During the bust, although defaults and deleveraging are popular explanations for the debt decline, a collapse in inflows has been the major ...
Finance and Economics Discussion Series , Paper 2014-91

Report
Trade Uncertainty and U.S. Bank Lending
Minoiu, Camelia; Goldberg, Linda S.; Correa, Ricardo; di Giovanni, Julian (2023-11-01)
This paper uses U.S. loan-level credit register data and the 2018–2019 Trade War to test for the effects of international trade uncertainty on domestic credit supply. We exploit cross-sectional heterogeneity in banks’ ex-ante exposure to trade uncertainty and find that an increase in trade uncertainty is associated with a contraction in bank lending to all firms irrespective of the uncertainty that the firms face. This baseline result holds for lending at the intensive and extensive margins. We document two channels underlying the estimated credit supply effect: a wait-and-see channel by ...
Staff Reports , Paper 1076

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