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Author:Paul, Pascal 

Journal Article
Bank Regulation Affects Monetary Policy Transmission

How does monetary policy impact banks’ lending behavior when interest rate changes revalue their securities? Detailed supervisory data show that banks with larger losses on securities during the 2022–23 monetary policy tightening cycle extended less credit to firms. This spillover effect was especially strong for securities that were marked to market and not hedged, and for banks required to include unrealized losses in regulatory capital. These conditions lead to larger reductions in corporate debt and investment, increasing monetary policy’s impact on the economy.
FRBSF Economic Letter , Volume 2026 , Issue 30 , Pages 6

Journal Article
Monetary Policy Cycles and Financial Stability

Recent research suggests that sustained accommodative monetary policy has the potential to increase financial instability. However, under some circumstances tighter monetary policy may increase financial fragility through two channels. First, a surprise tightening tends to reduce the market value of banks? equity and raise their market leverage, exacerbating balance sheet fragility in the short run. Second, increases in the federal funds rate have historically been followed by an expansion of assets held by money market funds, which proved to be a source of instability in the 2007-09 ...
FRBSF Economic Letter

Journal Article
Does the Fed Know More about the Economy?

In assessing the current or near-term state of the economy, forecasts from Federal Reserve staff seem to provide little additional information to improve commercial forecasts. However, Fed forecasts for economic growth a year or more in the future substantially enhance the accuracy of private-sector forecasts. The Fed?s policy announcements often reveal some of this forecast information. Accordingly, when the Fed surprises financial markets with indications of higher future interest rates, private forecasters tend to revise up their projections of future output growth.
FRBSF Economic Letter

Journal Article
Modeling Financial Crises

Research has revealed several facts about financial crises based on historical data. Crises are rare events that are associated with severe recessions that are typically deeper than normal recessions. They are usually preceded by a buildup of system imbalances, particularly a rapid increase of credit. Financial crises tend to occur after prolonged booms but do not necessarily result from large shocks. Recent work shows a novel way to replicate these facts in a standard macroeconomic model, which policymakers could use to gain insights to prevent future crises.
FRBSF Economic Letter

Journal Article
Historical Patterns around Financial Crises

Long-run historical data for advanced economies provide evidence to help policymakers understand specific conditions that typically lead up to financial crises. Recent research finds that rapid growth in the top income share and prolonged low labor productivity growth are robust predictors of crises. Moreover, if crises are preceded by these developments, then the subsequent recoveries are slower. This recent empirical evidence suggests that financial crises are not simply random events but are typically preceded by a prolonged buildup of macrofinancial imbalances.
FRBSF Economic Letter , Volume 2020 , Issue 10 , Pages 05

Journal Article
Are Banks Exposed to Interest Rate Risk?

While banks seem to face inherent risk from short-term interest rate changes, in practice they structure their balance sheets to avoid exposure to such risk. Nonetheless, recent research finds that banks cannot offload all of the interest rate risk they are naturally exposed to. Historically, banks’ profit margins reflect their compensation for taking on interest rate risk and their stock prices are highly sensitive to changes in interest rates. These findings can help practitioners assess banks’ risk exposures and may have implications for unconventional monetary policy.
FRBSF Economic Letter , Volume 2020 , Issue 16 , Pages 05

Journal Article
Two Years into COVID, What’s the State of U.S. Businesses?

More than two years after the outbreak of COVID-19, concerns remain that U.S. businesses are substantially more vulnerable and less productive than in the past. Using extensive data on private and public firms allows for a detailed assessment of these concerns. According to a number of performance measures, businesses borrowing from large U.S. banks appear relatively healthy, increased leverage is concentrated among safer companies rather than riskier ones, and probabilities of default are close to pre-crisis levels.
FRBSF Economic Letter , Volume 2022 , Issue 22 , Pages 6

Journal Article
When the Fed Raises Rates, Are Banks Less Profitable?

Banks limit their interest rate risk exposure by issuing adjustable-rate loans and protect their funding costs by slowly adjusting deposit rates. These actions allow banks to maintain largely stable profit margins even if monetary policy tightens unexpectedly. Evidence from the pre-pandemic tightening cycle suggests that bank profit margins could increase rather than decline over the coming months. However, the slow adjustment of rates that banks pay on deposits may result in people moving their savings, leading to a reallocation of assets away from the regulated banking system.
FRBSF Economic Letter , Volume 2022 , Issue 35 , Pages 06

Journal Article
Do Banks Lend to Distressed Firms?

Concerns emerged during the COVID-19 pandemic over banks continuing to lend to unproductive businesses that were close to default. Recent research shows that lenders have incentives to offer relatively better terms to less-productive and more-indebted firms to recover their prior investments. U.S. loan-level data confirm the empirical relevance of such lending behavior. A rich model of firms and banks further emphasizes that this type of lending can also depress overall productivity by sustaining firms that should otherwise exit the economy.
FRBSF Economic Letter , Volume 2023 , Issue 31 , Pages 5

Working Paper
Stabilization vs. Growth

Should firms in financial distress be saved to stabilize an economy, even if less productive ones are kept alive, possibly reducing economic growth? To assess this fundamental stabilization-vs. growth trade-off, we develop a new dynamic general equilibrium model with business cycles, endogenous growth, and innovation externalities. We discipline key parameters using microeconomic data and an instrumental-variable approach that links firm productivity growth to R&D expenditure. Based on the calibrated model, we find that economies that save distressed firms with credit guarantees, debt ...
Working Paper Series , Paper 2026-09

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