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Working Remotely and the Supply-Side Impact of COVID-19

The Review of Asset Pricing Studies 2022 12(1), 53-111 open access
Abstract We analyze the supply-side disruptions associated with COVID-19. We find that sectors in which a higher fraction of the workforce is not able to work remotely experienced greater declines in employment and expected revenue growth, worse stock market performance, and higher likelihood of default. The stock market overweights low-exposure industries. Thus, our findings cast light on the disconnect between stock market indices and aggregate outcomes. We combine these ex ante heterogeneous industry exposures with daily financial market data to create a stock return portfolio that tracks news about the supply-side disruptions resulting from the pandemic. (JEL G12, D22, H25, J20, E00)

Sharing R&D Risk in Healthcare via FDA Hedges

The Review of Corporate Finance Studies 2022 11(4), 880-922
Abstract Biomedical innovation suffers from a “funding gap” between the needs of drug development firms and the availability of funds. The requirement of large investments for drug development projects and the high pipeline risk associated with FDA approval causes this funding gap in part. In this paper, we propose a new financial instrument—the “FDA hedge”—that pays off upon FDA approval failure. We develop a theory to show that the FDA hedge can help eliminate the funding gap. Using novel project-level data, we establish empirically that FDA hedge risk is idiosyncratic, and show how better sharing this risk can spur welfare-enhancing R&D. (JEL G11, G13, G22, I11, L65, O32 Authors have furnished an Internet Appendix, which is available on the Oxford University Press Web site next to the link to the final published paper online.

The spread of deposit insurance and the global rise in bank asset risk since the 1970s

Journal of Financial Intermediation 2022 49, 100881
We construct a new measure of deposit insurance generosity for many countries, empirically model the exogenous international influences on the adoption and generosity of deposit insurance and use a novel econometric method to explore the causal chain from the expansion of deposit insurance generosity to increased overall lending, increased lending to households, increased banking system leverage, and more severe and frequent banking crises. Greater deposit insurance generosity robustly produces greater overall lending relative to bank assets and more lending to households relative to both bank assets and GDP, and results in higher banking system leverage. Our estimates, however, are not conclusive regarding whether greater deposit insurance generosity resulted in greater total loans relative to GDP or in more frequent or severe banking crises.

Bailing out conflicted sovereigns

Journal of Financial Intermediation 2022 51, 100979
How should sovereign bailouts take account of the effects bailouts have on policy reforms? Conflicted recipient governments complicate bailout choices because some reforms that spur growth reduce rents that benefit government decision makers. Our model takes account of whether bailout generosity and policy reforms are strategic substitutes, strategic complements or both, and each case implies a different optimal bailout contract, which generally cannot achieve First Best. Conditional forgiveness of some loan payments when economic outcomes are sufficiently favorable can achieve outcomes closer to First Best, and this is so for a small ex ante amount of the bailout subsidy.

Interbank connections, contagion and bank distress in the Great Depression✰

Journal of Financial Intermediation 2022 51, 100899 open access
Liquidity shocks transmitted through interbank connections contributed to bank distress during the Great Depression. New data on interbank connections reveal that banks were vulnerable to closures of their correspondents and their respondents. Further, banks were less responsive to network liquidity risk in their management of cash and capital buffers after the Federal Reserve was established, suggesting that banks expected the Fed to reduce that risk. The Fed's presence weakened incentives for the most systemically important banks to maintain capital and cash buffers against liquidity risk, and thereby likely contributed to the banking system's vulnerability to contagion during the Depression.

Villains or scapegoats? The role of subprime borrowers in driving the U.S. housing boom

Journal of Financial Intermediation 2022 51, 100906
An expansion in mortgage credit to subprime borrowers is widely believed to have been a principal driver of the 2002-2006 U.S. house price boom. By contrast, this paper documents a robust, negative correlation between the growth in the share of purchase mortgages to subprime borrowers and house price appreciation at the county-level during this time. Using two different instrumental variables approaches, we also establish causal evidence that house price appreciation lowered the share of purchase loans to subprime borrowers. Further analysis using micro-level credit bureau data shows that higher house price appreciation reduced the transition rate into first-time homeownership for subprime individuals. Finally, the paper documents that subprime borrowers did not play a significant role in the increased speculative activity and underwriting fraud that the literature has linked directly to the housing boom. Taken together, these results are more consistent with subprime borrowers being priced out of housing boom markets rather than inflating prices in those markets.

Momentum, Reversals, and Investor Clientele

Review of Finance 2022 26(2), 217-255
Different share classes on the same firms provide a natural experiment to explore how investor clienteles affect momentum and short-term reversals. Domestic retail investors have a greater presence in Chinese A shares and foreign institutions are relatively more prevalent in B shares. These differences result from currency conversion restrictions and mandated investment quotas. We find that only B shares exhibit momentum and earnings drift and only A shares exhibit monthly reversals. Institutional ownership strengthens momentum in B shares. These patterns accord with a setting where short-term reversals (which represent inventory risk premia) prevail in a market dominated by noise traders and momentum prevails in markets where noise traders are less prevalent relative to informed investors who underreact to fundamental signals. Overall, our findings confirm that clienteles matter in generating stock return predictability from past returns.

Firm Dynamics, On-the-Job Search, and Labor Market Fluctuations

Review of Economic Studies 2022 89(3), 1370-1419 open access
Abstract We devise a tractable model of firm dynamics with on-the-job search. The model admits analytical solutions for equilibrium outcomes, including quit, layoff, hiring, and vacancy-filling rates, as well as the distributions of job values, a fundamental challenge posed by the environment. Optimal labor demand takes a novel form whereby hiring firms allow their marginal product to diffuse over an interval. The evolution of the marginal product over this interval endogenously exhibits gradual mean reversion, evoking a notion of imperfect labor market competition. This in turn contributes to dispersion in marginal products, giving rise to endogenous misallocation. Quantitatively, the model provides a parsimonious reconciliation of leading estimates of rent sharing, the negative association between wages and quits, the link between job and worker flows, and the cyclicality of labor market quantities and prices.