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Report
COVID Response: The Paycheck Protection Program Liquidity Facility
To bolster the effectiveness of the Small Business Administration’s Paycheck Protection Program (PPP), the Federal Reserve, with the backing of the Secretary of the Treasury, established the Paycheck Protection Program Liquidity Facility (PPPLF). The facility was intended to supply liquidity to financial institutions participating in the PPP and thereby provide relief to small businesses and help them maintain payroll. In this article, we lay out the background and rationale for the creation of the facility, cover the salient features of the PPP and the PPPLF, and analyze the facility’s ...
Working Paper
Do Minimum Wage Increases Benefit Intended Households? Evidence from the Performance of Residential Leases
Prior studies debating the e?ects of changes to the minimum wage concentrate on impacts on household income and spending or employment. We extend this debate by examining the impact of changes to the minimum wage on expenses associated with shelter, a previously unexplored area. Increases in state minimum wages signi?cantly reduce the incidence of renters defaulting on their lease contracts by 1.29 percentage points over three months, relative to similar renters who did not experience an increase in the minimum wage. This represents 25.7% fewer defaults post treatment in treated states. To ...
Working Paper
The cyclicality of (bilateral) capital inflows and outflows
Recent research has shown that gross capital inflows and outflows are positively correlated and highly procyclical. This poses a puzzle since most theory predicts that capital inflows and outflows should be negatively correlated, and while capital inflows should be procyclical, capital outflows should be countercyclical. This previous work has examined the behavior of aggregate capital inflows and outflows (capital flows between a country and the rest of the world). This paper shows that bilateral capital inflows and outflows (flows between a pair of countries) are also positively correlated ...
Report
Bad credit, no problem? Credit and labor market consequences of bad credit reports
Credit reports are used in nearly all consumer lending decisions and, increasingly, in hiring decisions in the labor market, but the impact of a bad credit report is largely unknown. We study the effects of credit reports on financial and labor market outcomes using a difference-in-differences research design that compares changes in outcomes over time for Chapter 13 filers, whose personal bankruptcy flags are removed from credit reports after seven years, to changes for Chapter 7 filers, whose personal bankruptcy flags are removed from credit reports after ten years. Using credit bureau ...
Journal Article
The Paycheck Protection Program Liquidity Facility
To bolster the effectiveness of the Small Business Administration’s Paycheck Protection Program (PPP), the Federal Reserve, with the backing of the Secretary of the Treasury, established the Paycheck Protection Program Liquidity Facility (PPPLF). The facility was intended to supply liquidity to financial institutions participating in the PPP and thereby provide relief to small businesses and help them maintain payroll. In this article, the author lays out the background and rationale for the creation of the facility, covers the salient features of the PPP and the PPPLF, and analyzes the ...
Discussion Paper
The Financial Stability Implications of Tokenized Investment Funds
In a previous post, we provided background information about the emergence of tokenized investment funds and their use cases. These use cases are currently limited to the digital asset ecosystem. However, the recent approval of cryptocurrency exchange-traded funds (ETFs) and the passage of the GENIUS Act raise concerns about the impact of these tokenized investment fund to the broader financial system. In this post, we assess this impact by considering three economic mechanisms based in part on market participants’ investment strategies and liquidity needs. They include: liquidity ...
Discussion Paper
Banking System Vulnerability: Annual Update
A key part of understanding the stability of the U.S. financial system is to monitor leverage and funding risks in the financial sector and the way in which these vulnerabilities interact to amplify negative shocks. In this post, we provide an update of four analytical models, introduced in a Liberty Street Economics post last year, that aim to capture different aspects of banking system vulnerability. Since their introduction, vulnerabilities as indicated by these models have increased moderately, continuing the slow but steady upward trend that started around 2016. Despite the recent ...
Discussion Paper
Struggling Regional Small Businesses Deeply Pessimistic About 2026 Prospects
We recently updated the suite of indicators describing the performance of small businesses in the Second District (defined, for the purpose of this study, as New York, New Jersey, and Connecticut) and nationally with data from the 2025 edition of the Small Business Credit Survey (SBCS). In this post, we find that regional small businesses reported severe declines in employment and revenue growth in 2025 and became more pessimistic about growth in 2026. In contrast, small firms in the rest of the nation enjoyed stable revenues and employment in 2025 and, while they also had lower expectations ...
Report
The Financial (In)Stability Real Interest Rate, R**
We build a macro-finance model with an occasionally binding financing constraint where real interest rates have opposite effects on current and future financial stability, with the contemporaneous impact driven by valuation effects (akin to those triggering the 2023 banking turmoil) and the future impact driven by reach-for-yield by intermediaries. We use this model to illustrate the concept of the financial stability interest rate, r**, which we propose as a quantitative summary statistic for financial vulnerabilities. We provide a measure of r** for the U.S. economy and discuss its ...
Discussion Paper
Anatomy of the Bank Runs in March 2023
Runs have plagued the banking system for centuries and returned to prominence with the bank failures in early 2023. In a traditional run—such as depicted in classic photos from the Great Depression—depositors line up in front of a bank to withdraw their cash. This is not how modern bank runs occur: today, depositors move money from a risky to a safe bank through electronic payment systems. In a recently published staff report, we use data on wholesale and retail payments to understand the bank run of March 2023. Which banks were run on? How were they different from other banks? And how ...