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Peer Financial Distress and Individual Leverage

Review of Financial Studies 2020 33(7), 3348-3390
Using health shocks to identify financial distress situations, I document that peer distress leads to a decline in individual leverage and debt on average. Individual leverage declines by 5.7% and remains deflated for at least five years following peer distress. This decline occurs as individuals borrow less on the intensive margin, pay higher fractions of their debt and save more while their income remains unchanged. As a result, individuals are less likely to default during the period following peer distress. The heterogeneity in responses highlight the role of changes in beliefs and preferences as the underlying mechanism.

Hub-and-Spoke Regulation and Bank Leverage

Review of Finance 2021 25(5), 1499-1545 open access
Regulators often delegate monitoring to local supervisors, which can improve information collection, but can also lead to agency problems and capture. We document that following the closure of a US bank regulator’s field offices, the banks they previously supervised actively increased their risk of failure by distributing cash, increasing leverage, and lending more than similar banks at the same time and place. Supervisor proximity is a channel through which these effects operate. Our findings suggest that local supervision is an important part of regulation, as it facilitates collection of information imperfectly reflected in reported measures, and that switching from onsite to offsite supervision can increase bank risk.

Gig labor: Trading safety nets for steering wheels

Journal of Financial Economics 2025 163, 103956
Using administrative data on credit profiles matched with unemployment insurance (UI) for individuals in the U.S., we show that laid-off workers with access to Uber rely less on household debt, experience fewer delinquencies, and are less likely to apply for UI benefits. Our empirical strategy exploits both the staggered market entry of Uber across cities and the differential benefit of its entry across car owners based on car age, a key eligibility requirement of the platform. We conclude that the introduction of Uber reduced reliance on these alternative means of smoothing extreme income shocks.

It’s not so bad: Director bankruptcy experience and corporate risk-taking

Journal of Financial Economics 2021 142(1), 261-292
We show that firms take more (but not necessarily excessive) risks when one of their directors experiences a corporate bankruptcy at another firm where they concurrently serve as a director. This increase in risk-taking is concentrated among firms where the director experiences a shorter, less-costly bankruptcy and where the affected director likely exerts greater influence and serves in an advisory role. The findings show that individual directors, not just CEOs, can influence a wide range of corporate outcomes. The findings also suggest that individuals actively learn from their experiences and that directors tend to lower their estimate of distress costs after participating in a bankruptcy firsthand.

State Minimum Wages, Employment, and Wage Spillovers: Evidence from Administrative Payroll Data

Journal of Labor Economics 2021 39(3), 673-707
We use administrative payroll data to estimate the effect of the minimum wage on employment and wages. We find that both effects are nuanced. While the overall number of low-wage workers in firms declines, incumbent workers are no less likely to remain employed. We find that firms reduce employment primarily through hiring, and there is significant heterogeneity across the nontradable and tradable sectors. For wages, we find modest spillovers extending up to $2.50 above the minimum wage. Spillovers accrue to both incumbent workers and new hires, but only within firms that employ a significant fraction of low-wage workers.

Home Equity and Labor Income: The Role of Constrained Mobility

Review of Financial Studies 2021 34(10), 4619-4662
Using detailed data for U.S. homeowners, we document a negative, nonlinear relation between the loan-to-value ratio (LTV) of homeowners’ primary residence and their labor income. Consistent with high LTV individuals experiencing constrained mobility, we find stronger effects among subprime, liquidity- constrained individuals and those living in regions with limited alternative local employment opportunities and strict noncompete law enforcement. Though high LTV individuals are less likely to move across MSAs, they are more likely to change jobs without changing their residence. We find no effects among similar neighboring renters employed at the same firm and with a similar job tenure.

Second Chance: Life with Less Student Debt

Journal of Finance 2026 81(1), 507-550 open access
We exploit an episode of plausibly random debt discharge due to the loss of paperwork for thousands of defaulted borrowers to examine the effects of private student debt relief on borrower outcomes. We find that borrowers who receive debt relief (treated) experience declines in debt balances and delinquency rates on other accounts, and increases in mobility and income relative to those who bear the costs of default like wage garnishment and collections (control). Borrowers in both groups contribute to our findings through different mechanisms. While our estimates may not directly apply to blanket student loan forgiveness, they speak to the benefits of forgiveness in reducing the consequences of debt burden for distressed borrowers.