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Working Paper
Firm Entry and Employment Dynamics in the Great Recession
The 2007-2009 recession is characterized by: a large drop in employment, an unprecedented decline in firm entry, and a slow recovery. Using confidential firm-level data, I show that financial constraints reduced employment growth in small relative to large firms by 4.8 to 10.5 percentage points. The effect of financial constraints is robust to controlling for aggregate demand and is particularly strong in small young firms. I show in a heterogeneous firms model with endogenous firm entry and financial constraints that a large financial shock results in a long-lasting recession caused by a ...
Working Paper
Learning, Rare Disasters, and Asset Prices
In this paper, we examine how learning about disaster risk affects asset pricing in an endowment economy. We extend the literature on rare disasters by allowing for two sources of uncertainty: (1) the lack of historical data results in unknown parameters for the disaster process, and (2) the disaster takes time to unfold and is not directly observable. The model generates time variation in the risk premium through Bayesian updating of agents' beliefs regarding the likelihood and severity of disaster realization. The model accounts for the level and volatility of U.S. equity returns and ...
Working Paper
Debt Flexibility
How flexible are corporate loans after origination? Theory predicts coordination problems should make syndicated loans harder to modify than single-bank loans. We show the opposite. Using comprehensive regulatory data, we document that syndicated loans are modified frequently and respond to borrower distress, while single-lender loans are half as likely to be modified. This gap is not explained by covenants or performance pricing. Instead, syndicated loans are monitored more intensively. We show theoretically and empirically how fixed monitoring costs generate scale economies: larger loans ...
Working Paper
The 2023 Banking Turmoil and the Bank Term Funding Program
We use high-frequency data to examine the effectiveness of the Bank Term Funding Program (BTFP) in supporting the liquidity positions of vulnerable banks during the March 2023 banking turmoil. We uncover three key findings. First, our high-frequency data confirm that banks with high reliance on uninsured deposits and large unrealized losses on securities holdings suffered larger deposit outflows at the onset of the episode. Second, the BTFP played an outsized role in meeting these outflows at banks with larger securities losses, reflecting the at-par valuation of securities collateral at ...
Working Paper
Considerations Regarding Inflation Ranges
We consider three ways that a monetary policy framework may employ a range for inflation outcomes: (1) ranges that acknowledge uncertainty about inflation outcomes (uncertainty ranges), (2) ranges that define the scope for intentional deviations of inflation from its target (operational ranges), and (3) ranges over which monetary policy will not react to inflation deviations (indifference ranges). After defining these three ranges, we highlight a number of costs and benefits associated with each. Our discussion of the indifference range is accompanied by simulations from the FRB/US model, ...
Working Paper
The Federal Reserve’s Response to the 2023 Banking Turmoil: The Bank Term Funding Program
The Bank Term Funding Program (BTFP) was an emergency liquidity facility set up by the Federal Reserve in March 2023 following the failure of Silicon Valley Bank which experienced a classic bank run driven by weak fundamentals. This paper provides an in-depth discussion of the design and implementation of the BTFP and presents some evidence on program outcomes. It also quantifies how the lending terms compare to those of the Discount Window—the Federal Reserve’s main standing liquidity facility. The BTFP successfully acted as a backstop source of funding for depository institutions with ...
Working Paper
The Great Recession and a Missing Generation of Exporters
The collapse of international trade surrounding the Great Recession has garnered significant attention. This paper studies firm entry and exit in foreign markets and their role in the post-recession recovery of U.S. exports using confidential microdata from the U.S. Census Bureau. We find that incumbent exporters account for the vast majority of the decline in export volumes during the crisis. The recession also induced a missing generation of exporters, with large increases in exits and a substantial decline in entries into foreign markets. New exporters during these years tended to have ...
Working Paper
Firm Entry and Macroeconomic Dynamics: A State-level Analysis
Using an annual panel of US states over the period 1982-2014, we estimate the response of macroeconomic variables to a shock to the number of new firms (startups). We find that these shocks have significant effects that persist for many years on real GDP, productivity, and population. This result is consistent with simple models of firm dynamics where a ?missing generation? of firms affects productivity persistently.