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How Does Forced-CEO-Turnover Experience Affect Directors?

Journal of Financial and Quantitative Analysis 2021 56(4), 1163-1191
Abstract We study changes in independent director behavior and labor-market outcomes after the experience of a forced Chief Executive Officer (CEO) turnover. We find that independent directors are more willing to fire CEOs of underperforming firms, hire outside CEOs after a firing, and encourage better board-meeting attendance by fellow directors. We also find that the shareholders of poorly performing firms react positively when experienced directors join the board. It does come with a small cost for directors, in terms of additional directorships, although the cost is not as great as that for directors who do not fire the CEO of a poorly performing firm.

Corruption and Corporate Innovation

Journal of Financial and Quantitative Analysis 2020 55(7), 2124-2149
We examine whether political corruption impedes innovation. Using a comprehensive sample of U.S. firms, we find that corruption has a substantial, negative relation with the quantity and quality of innovation. These results are robust to using various fixed effects, proxies for corruption and innovation, and subsamples. To establish causality, we employ 2 instruments for corruption: local ethnic diversity and the corruption of the state a firm’s founder grew up in. Corruption appears to reduce innovation output both on average and for the most innovative firms. Overall, this evidence is consistent with the notion that corruption reduces social welfare by impeding innovation.

Hedge funds and discretionary liquidity restrictions

Journal of Financial Economics 2015 116(1), 197-218
We study hedge funds that imposed discretionary liquidity restrictions (DLRs) on investor shares during the financial crisis. DLRs prolong fund life, but impose liquidity costs on investors, creating a potential conflict of interest. Ostensibly, funds establish DLRs to limit performance-driven withdrawals that could force fire sales of illiquid assets. However, after they restrict investor liquidity, DLR funds do not reduce illiquid stock sales and underperform a control sample of non-DLR funds. Consequently, DLRs appear to negatively impact fund family reputation. After the crisis, funds from DLR families faced difficulties raising capital and were more likely to cut their fees.

Revealing Choice Bracketing

American Economic Review 2024 114(9), 2668-2700 open access
Experiments suggest that people fail to take into account interdependencies between their choices—they do not broadly bracket. Researchers often instead assume people narrowly bracket, but existing designs do not test it. We design a novel experiment and revealed preference tests for how someone brackets their choices. In portfolio allocation under risk, social allocation, and induced-value shopping experiments, 40–43 percent of subjects are consistent with narrow bracketing, and 0–16 percent with broad bracketing. Adjusting for each model’s predictive precision, 74 percent of subjects are best described by narrow bracketing, 13 percent by broad bracketing, and 6 percent by intermediate cases. (JEL D12, D81, D91)

Too Big to Fail Before the Fed

American Economic Review 2016 106(5), 528-532 open access
Too-big-to-fail" is consistent with policies followed by private bank clearing houses during financial crises in the U.S. National Banking Era prior to the existence of the Federal Reserve System. Private bank clearing houses provided emergency lending to

The Cost of Consumer Collateral: Evidence From Bunching

Econometrica 2025 93(3), 779-819 open access
How do collateral requirements impact consumer borrowing behavior? Using administrative loan application and performance data from the U.S. Federal Disaster Loan Program, we exploit a loan amount threshold above which households must post their residence as collateral. Our bunching estimates suggest that the median borrower is willing to give up 40% of their loan amount to avoid posting collateral. Exploiting time variation in the threshold, we estimate collateral causally reduces default rates by 36%. Finally, we structurally estimate households' attachment to their homes, net of any equity, and find a median value of $11,000. Attachment creates a wedge between lender and borrower valuation of collateral of 15%. Our results explain high perceived default costs in the mortgage market, and document the importance of collateral for reducing moral hazard in consumer credit markets.

Funding Liquidity Risk and the Dynamics of Hedge Fund Lockups

Journal of Financial and Quantitative Analysis 2021 56(4), 1321-1349
Abstract We exploit the expiring nature of hedge fund lockups to create a new measure of funding liquidity risk that varies within funds. We find that hedge funds with lower funding risk generate higher returns, and this effect is driven by their increased exposure to equity-mispricing anomalies. Our results are robust to a variety of sampling criteria, variable definitions, and control variables. Further, we address endogeneity concerns in various ways, including a placebo approach and regression discontinuity design. Collectively, our results support a causal link between funding risk and the ability of managers to engage in risky arbitrage.

The Making of a Dealer Market: From Entry to Equilibrium in the Trading of Nasdaq Stocks

Journal of Finance 2002 57(5), 2289-2316 open access
ABSTRACT This paper provides an analysis of the nature and evolution of a dealer market for Nasdaq stocks. Despite size differences in sample stocks, there is a surprising consistency to their trading. One dealer tends to dominate trading in a stock. Markets are concentrated and spreads are increasing in the volume and market share of the dominant dealer. Entry and exit are ubiquitous. Exiting dealers are those with very low profits and trading volume. Entering market makers fail to capture a meaningful share of trading or profits. Thus, free entry does little to improve the competitive nature of the market as entering dealers have little impact. We find, however, that for small stocks, the Nasdaq dealer market is being more competitive than the specialist market.

When the Underwriter Is the Market Maker: An Examination of Trading in the IPO Aftermarket

Journal of Finance 2000 55(3), 1039-1074
This paper examines aftermarket trading of underwriters and unaffiliated market makers in the three‐month period after an IPO. We find that the lead underwriter is always the dominant market maker; he takes substantial inventory positions in the aftermarket trading, and co‐managers play a negligible role in aftermarket trading. The lead underwriter engages in stabilization activity for less successful IPOs, and uses the overallotment option to reduce his inventory risk. Compensation to the underwriter arises primarily from fees, but aftermarket trading does generate positive profits, which are positively related to the degree of underpricing.