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Working Paper
Examining the Financial Accelerator: Bank Responses to the 2014 Oil Price Shock
We exploit the 2014 decline in oil prices to understand how banks change contract terms for distressed firms. Using panel data on new and existing loans, we find that firms most financially affected by the 2010 oil price shock initially increased their use of credit. However, those same firms ultimately saw increased borrowing costs, smaller loan sizes, and fewer originations and renewals than less affected firms as the oil price decline persisted. We then demonstrate that credit spreads rose more than might be predicted based on changes in firm risk alone, suggesting that lending standards ...
Journal Article
Understanding the Recent Rise in Municipal Bond Yields
In late March, investors sold off municipal bonds at a rapid pace, depressing municipal bond prices and driving up their yields relative to U.S. Treasuries. We find that this initial investor run on the municipal bond market was likely due to increased liquidity demand rather than credit concerns, making the Federal Reserve’s early actions to relieve liquidity stress effective. Going forward, however, municipal bond prices will likely reflect increased credit concerns.
Working Paper
The U.S. Syndicated Loan Market : Matching Data
We introduce a new software package for determining linkages between datasets without common identifiers. We apply these methods to three datasets commonly used in academic research on syndicated lending: Refinitiv LPC DealScan, the Shared National Credit Database, and S&P Global Market Intelligence Compustat. We benchmark the results of our match using results from the literature and previously matched files that are publicly available. We find that the company level matching is enhanced by careful cleaning of the data and considering hierarchical relationships. For loan level matching, a ...
Working Paper
Government Loan Guarantees during a Crisis: The Effect of the PPP on Bank Lending and Profitability
We study bank responses to the Paycheck Protection Program (PPP) and its effects on lender balance sheets and profitability. To address the endogeneity between bank decisions and balance sheet effects, we develop a Bayesian joint model that examines the decision to participate, the intensity of participation, and ultimate balance sheet outcomes. Overall, lenders were driven by risk-aversion and funding capacity rather than profitability in their decision to participate and the intensity of their participation. Indeed, with greater participation intensity, banks experienced sizable growth in ...
Working Paper
Flight to Liquidity or Safety? Recent Evidence from the Municipal Bond Market
We examine the effects of the COVID-19 pandemic and subsequent monetary and fiscal policy actions on municipal bond market pricing. Using high-frequency trading data, we estimate key policy events at the peak of the crisis by focusing on a sample of bonds within a narrow window before and after each policy event. We find that policy interventions, in particular those with explicit credit backstops, were effective in alleviating municipal bond market stress. Next, we exploit daily variation in traded municipal bonds and virus exposure across U.S. counties. We find a shift in how bond investors ...
Journal Article
Banks’ Commercial Real Estate Risks Are Uneven
Investors have been acutely attuned to commercial real estate (CRE) risks recently due to higher interest rates and changes in how Americans work. On the surface, these risks may seem particularly concerning for small and regional banks, which tend to hold large concentrations of loans backed by commercial properties. However, we show that CRE risks can vary substantially across property types and geographic locations, suggesting that aggregate CRE exposure may be a poor measure of risk.
Working Paper
Competition and Bank Fragility
Journal Article
Corporate Leverage and Investment
In this article, we examine the relationship between high corporate leverage and future firm investment spending on structures, machinery, and equipment. In other words, we examine how debt influences the growth of a firm’s capital stock or fixed assets. We find that, on average, more leveraged firms across industries tend to have lower levels of investment activity in the future. Specifically, we find that the negative relationship between debt and investment is strongest for the most highly indebted firms and is evident in both economic downturns and expansions.
Journal Article
Trends in the Labor Share Post-2000
The labor share of income declined sharply in the United States from 2000 to 2010 but seems to have stabilized since 2010. We examine aggregate trends in the labor share and show that the 2000?10 decline was driven by declines in the fraction of income paid to workers in all industries. The stabilization in the labor share after 2010 mostly reflects an increased share of services industries income paid to workers.
Journal Article
Pushing the Limit: Last-Minute Debt Limit Resolutions Have Increased Market Volatility and Uncertainty
Since reaching the debt limit in January 2023, the U.S. Treasury has used extraordinary measures to fund the government. However, the Treasury estimates those measures will be exhausted later this year. To gauge possible effects, we review economic and financial market outcomes during previous debt limit episodes. In each case, these episodes led to increased borrowing costs, financial market volatility, and uncertainty, particularly when the resolutions were prolonged.