Insights from Newly Digitized Banking Data, 1867‑1904
Call reports—regulatory filings in which commercial banks report their assets, liabilities, income, and other information—are one of the most-used data sources in banking and finance. Though call reports were collected as far back as 1867, the underlying data are only easily accessible for the recent past: the mid-1980s onward in the case of the FDIC’s FFIEC call reports. To help researchers look farther back in time, we’ve begun creating a complete digital record of this “missing” call report data; this data release covers 1867 through 1904, the bulk of the National Banking Era. Here, we describe the digitization process and highlight some of the interesting features of that era from a research perspective.
How the LIBOR Transition Affects the Supply of Revolving Credit
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 to change as a result of the transition to a new reference rate.
Can Decentralized Finance Provide More Protection for Crypto Investors?
Several centralized crypto entities failed in 2022, resulting in the cascading failure of other crypto firms and raising questions about the protection of crypto investors. While the total amount invested in the crypto sector remains small in the United States, more than 10 percent of all Americans are invested in cryptocurrencies. In this post, we examine whether migrating crypto activities from centralized platforms to decentralized finance (DeFi) protocols might afford investors better protection, especially in the absence of regulatory changes. We argue that while DeFi provides some benefits for investors, it also introduces new risks and so more work is needed to make it a viable option for mainstream investors.
Does Bank Monitoring Affect Loan Repayment?
Banks monitor borrowers after originating loans to reduce moral hazard and prevent loan losses. While monitoring represents an important activity of bank business, evidence on its effect on loan repayment is scant. In this post, which is based on our recent paper, we shed light on whether bank monitoring fosters loan repayment and to what extent it does so.
Banking System Vulnerability: 2022 Update
To assess the vulnerability of the U.S. financial system, it is important to monitor leverage and funding risks—both individually and in tandem. In this post, we provide an update of four analytical models aimed at capturing different aspects of banking system vulnerability with data through 2022:Q2, assessing how these vulnerabilities have changed since last year. The four models were introduced in a Liberty Street Economics post in 2018 and have been updated annually since then.
Measuring the Ampleness of Reserves
Over the past fifteen years, reserves in the banking system have grown from tens of billions of dollars to several trillion dollars. This extraordinary rise poses a natural question: Are the rates paid in the market for reserves still sensitive to changes in the quantity of reserves when aggregate reserve holdings are so large? In today’s post, we answer this question by estimating the slope of the reserve demand curve from 2010 to 2022, when reserves ranged from $1 trillion to $4 trillion.
The Bond Market Selloff in Historical Perspective
Treasury yields have risen sharply in recent months. The yield on the most recently issued ten-year note, for example, rose from 1.73 percent on March 4 to 3.48 percent on June 14, reaching its highest level since April 2011. Increasing yields result in realized or mark-to-market losses for fixed-income investors. In this post, we put these losses in historical perspective and investigate whether longer-term yield changes are better explained by expectations of higher short-term rates or by investors demanding greater compensation for holding Treasury securities.
Did Changes to the Paycheck Protection Program Improve Access for Underserved Firms?
Prior research has shown that many small and minority-owned businesses failed to receive Paycheck Protection Program (PPP) loans in 2020. To increase program uptake to underserved firms, several changes were made to the PPP in 2021. Using data from the Federal Reserve Banks’ 2021 Small Business Credit Survey, we argue that these changes were effective in improving program access for nonemployer firms (that is, businesses with no employees other than the owner(s)). The changes may also have encouraged more applications from minority-owned firms, but they do not appear to have reduced disparities in approval rates between white- and minority-owned firms.
How (Un‑)Informed Are Depositors in a Banking Panic? A Lesson from History
How informed or uninformed are bank depositors in a banking crisis? Can depositors anticipate which banks will fail? Understanding the behavior of depositors in financial crises is key to evaluating the policy measures, such as deposit insurance, designed to prevent them. But this is difficult in modern settings. The fact that bank runs are rare and deposit insurance universal implies that it is rare to be able to observe how depositors would behave in absence of the policy. Hence, as empiricists, we are lacking the counterfactual of depositor behavior during a run that is undistorted by the policy. In this blog post and the staff report on which it is based, we go back in history and study a bank run that took place in Germany in 1931 in the absence of deposit insurance for insight.