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Author:Kozlowski, Julian 

Working Paper
The Impact of Racial Segregation on College Attainment in Spatial Equilibrium

We incorporate race into an overlapping-generations spatial-equilibrium model with neighborhood spillovers. Race matters in two ways: (i) the Black-White wage gap and (ii) homophily—the preferences of individuals over the racial composition of their neighborhood. We find that these two forces generate a Black-White college gap of 22 percentage points, explaining about 80% of the college gap in the data for the St. Louis metro area. Counterfactual exercises show that the wage gap and homophily explain 7 and 18 percentage points of the college gap, respectively. A policy of equalizing school ...
Working Papers , Paper 2022-036

Marginal vs. Average Mortgage Rates

Mortgage rates have risen sharply, but the impact on the typical borrower can be better gauged if one considers the average rate rather than the current rate.
On the Economy

Corporate Bond Spreads and the Pandemic IV: Liquidity Buffers

The cost of borrowing rose for most firms during the pandemic-related disruption of financial markets, but firms with greater liquidity have had smaller increases in credit spreads.
On the Economy

Working Paper
An Empirical Analysis of the Cost of Borrowing

We examine borrowing costs for firms using a security-level database with bank loans and corporate bonds issued by U.S. companies. We find significant within-firm dispersion in borrowing rates, even after controlling for security and firm observable characteristics. Obtaining a bank loan is 132 basis points cheaper than issuing a bond, after accounting for observable factors. Changes in borrowing costs have persistent negative impacts on firm-level outcomes, such as investment and borrowing, and these effects vary across sectors. These findings contribute to our understanding of borrowing ...
Working Papers , Paper 2024-016

Working Paper
Corporate Borrowing, Investment, and Credit Policies during Large Crises

We compare the evolution of corporate credit spreads during two large crises: the Great Financial Crisis (GFC) and the COVID-19 pandemic. These crises initially featured spread increases of similar magnitudes, but the pandemic was much more short-lived. The microdata reveal that firm leverage was a more important predictor of credit spreads during the GFC, but that firm liquidity was more important during the pandemic. In a model of the firm capital structure that is calibrated to match the joint distribution of leverage, liquidity, and credit spreads, we show that the GFC resembled a ...
Working Papers , Paper 2020-035

Working Paper
Credit and Liquidity Policies during Large Crises

We compare firms’ financials during the Great Financial Crisis (GFC) and COVID-19. While the two crises featured similar increases in credit spreads, debt and liquid assets decreased during the GFC but increased during COVID-19. In the cross-section, leverage was the primary determinant of credit spreads and investment during the GFC, but liquidity was more important during COVID-19. We augment a quantitative model of firm capital structure with a motive to hold liquid assets. The GFC resembled a combination of real and financial shocks, while COVID-19 also featured liquidity shocks. We ...
Working Papers , Paper 2020-035

Working Paper
Macroeconomic Implications of Uniform Pricing

We compile a new database of grocery prices in Argentina. We find uniform pricing both within and across regions—i.e., prices almost do not vary within stores of a chain. In line with uniform pricing, prices in stores of chains operating in one region react to changes in regional employment, while prices in multi-region chains do not. Using a quantitative regional model with multi-region firms and uniform pricing, we find a one-half smaller elasticity of prices to a regional than an aggregate shock. This result highlights that some caution may be necessary when using regional shocks to ...
Working Papers , Paper 2019-024

Working Paper
The Dynamics of Long-Run Inflation Expectations: A Market-Based Perspective

This paper analyzes market-based probability distributions for long-run inflation expectations derived from inflation derivatives. We construct forward-looking distributions for five-year-ahead inflation to assess the likelihood that inflation will fall above, below, or near the Federal Reserve's 2 percent target. By examining the mean, volatility, and skewness of these distributions, we document how expectations have evolved since the onset of the COVID-19 pandemic. To assess the reliability of market-based measures, we compare our results with alternative data sources. We highlight the ...
Working Papers , Paper 2025-015

The Many Interest Rates in 2022

The one-year Treasury rate and the five-year, five-year forward rate on Treasuries told different stories in 2022, depending on whether one looked at nominal rates or real rates.
On the Economy

Beyond the Mean: Exploring Tail Risks in Inflation Expectations

An analysis of inflation expectations suggests that financial market participants see a 50% probability that CPI inflation could be higher than 2.5% over the next five years.
On the Economy

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