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Safe but fragile: Information acquisition, liquidity support and redemption runs

Journal of Financial Intermediation 2022 52, 100898
This paper proposes a theory of redemption runs based on strategic information acquisition by fund managers. We argue that liquidity lines provided by third parties can be a source of financial fragility, as they incentivize fund managers to acquire private information about the value of their assets. This strategic information acquisition can lead to inefficient market liquidity dry-ups caused by self-fulfilling fears of adverse selection. By lowering asset prices, information acquisition also reduces the value of funds’ assets-under-management and may spur inefficient redemption runs by investors. Two different regimes can arise: one in which funds’ information acquisition incentives are unaffected by the volume of redemptions, and another where market and funding liquidity risk mutually reinforce each other.

Lender Liability and Large Investors

Journal of Financial Intermediation 2001 10(2), 108-137
We explore the optimal financial contract for a large investor with potential control over a firm's investment decisions. An optimal menu of claims resembles a U.S. version of lender liability doctrine—equitable subordination. This doctrine permits the court to subordinate a controlling investor's claim in bankruptcy, but only under well-specified conditions. It allows a firm to strike an efficient balance between: (i) inducing the large investor to monitor, and (ii) limiting the influence costs that arise when claimants can challenge existing contracts. We provide a partial rationale for a financial system in which powerful creditors do not hold blended debt and equity claims. Journal of Economic Literature Classification Numbers: G20, G33, K22.

Banks, Payments, and Coordination

Journal of Financial Intermediation 1995 4(4), 305-327
Banks are modeled as Bryant/Diamond-Dybvig "insurers" against the risk of early consumption. Consumption claims must be verified by clearing and settlement. A clearinghouse does this efficiently as long as banks are sufficiently liquid. If liquidity requirements cannot be enforced against all banks then the threat of panics is necessary to induce banks to hold sufficient liquidity. If the clearinghouse can issue emergency currency, then banks can coexist with less liquid institutions. However, if banks′ return to holding reserves is low during "normal times," then there must be times when the return to liquidity is abnormally high. We associate these episodes with the panics of the National Banking Era. Journal of Economic Literature Classification Numbers: 042, 311, 314.

Debt covenants and renegotiation

Journal of Financial Intermediation 1992 2(2), 95-133
We analyze the value to firms of being able to renegotiate covenants in their debt contracts. Covenants control agency problems, but also reduce firms' flexibility to pursue profitable investments. Initial covenants will be more severe for renegotiable contracts, because they can be relaxed selectively when the lender believes they pose an inefficient constraint. We show firms with high ex ante credit risk find the option to renegotiate most valuable. The model is used to explain why bank loans and privately placed debt typically have harsher covenants than public debt and to predict which firms will borrow using closely held debt. Journal of Economic Literature Classification Numbers: D82, G21, G32.

Participant reaction and the performance of funds offered by 401(k) plans

Journal of Financial Intermediation 2007 16(2), 249-271
This is the first study to examine both how well plan administrators select funds for 401(k) plans and how participants react to plan administrator decisions. We find that, on average, administrators select funds that outperform randomly selected funds of the same type although they do not outperform index funds of the same type. When administrators change offerings, they choose funds that did well in the past, but, after the change, added funds do no better than dropped funds. Plan participants in aggregate change their allocation decisions in a way that accentuates the changes in allocation caused by returns. The change in allocation due to the investment of new money and interfund transfers is about the same size, and in the same direction, as the change due to returns. Participant allocations in aggregate do no better than naïve allocation rules, such as equal investment in each offering.

Robust Models of CEO Turnover: New Evidence on Relative Performance Evaluation

The Review of Corporate Finance Studies 2018 7(1), 70-100
We examine the robustness of empirical models and findings concerning CEO turnover. We show that the sensitivity of turnover to abnormal firm performance is an extremely robust result. In contrast, evidence indicating a relation between turnover and industry performance is both weak and fragile. We show that small changes in turnover modeling choices can affect inferences in a large way. Our evidence casts substantial doubt on the hypothesis that there is a large industry performance component to turnover decisions. We use our findings to offer some general prescriptions for checking robustness results in CEO turnover research. Received June 6, 2017; editorial decision July 10, 2017 by Editor Uday Rajan.

The Costs and Benefits of Liquidity Regulations: Lessons from an Idle Monetary Policy Tool

Review of Finance 2022 26(2), 319-353
We investigate how liquidity regulations affect banks by examining a dormant monetary policy tool that functions as a liquidity regulation. For causal inference, we use a regression kink design that relies on the variation in a marginal high-quality liquid asset requirement around an exogenous threshold. We show that mandated increases in liquidity cause banks to reduce credit supply. Liquidity requirements also depress banks’ profitability, though some of the regulatory costs are passed on to liability holders. We document a prudential benefit of liquidity requirements by showing that banks subject to a higher requirement just before the financial crisis had lower odds of failure.

Solving Serial Acquirer Puzzles

The Review of Corporate Finance Studies 2025 14(1), 35-84 open access
Using a novel typology of serial acquirers, we examine several puzzles documented in the prior literature. We show that acquisitions by different types of acquirers are driven by different factors, they acquire different sizes of targets, and subsequent acquisitions by acquirers are predictable ex ante. Controlling for market anticipation, the most frequent serial acquirers do not earn declining returns as they continue acquiring, while less frequent acquirers do. Our methodology enhances our understanding of serial acquisition dynamics, anticipation, and economic value adjustments. The methodology is likely to be relevant to topics related to event anticipation beyond those covered in this study.

Speculative and Informative: Lessons from Market Reactions to Speculation Cues

The Review of Corporate Finance Studies 2025
Speculative language in corporate disclosures can convey valuable information about firms’ fundamentals. We evaluate this idea by developing a measure for speculative statements based on sentences marked with the “weasel tag” on Wikipedia. In the 16-week test period after filing, greater use of speculative statements in 10-Ks predicts higher and nonreverting abnormal returns, more insider and informed buying, and higher news sentiment. These findings imply that managers’ usage of speculative language in 10-Ks reflects voluntary disclosure of their private information about the positive prospects of events when market implications of the events are uncertain and thus have room for (re)interpretation.

Dividends versus Stock Repurchases and Long-Run Stock Returns under Heterogeneous Beliefs

The Review of Corporate Finance Studies 2021 10(3), 578-632
We analyze a firm’s choice between dividends and stock repurchases under heterogeneous beliefs. Firm insiders, owning a certain fraction of equity, choose between paying out cash available through a dividend payment or a stock repurchase, and simultaneously choose the scale of the firm’s project. Outsiders have heterogeneous beliefs about project success and may disagree with insiders. In equilibrium, the firm distributes value through dividends alone, through a repurchase alone, or through a combination of both. In some situations, the firm may raise external financing to fund its payout. We also develop results for long-run stock returns following dividends and repurchases. (JEL G32, G35) Received June 2, 2020; editorial decision November 3, 2020 by Editor Andrew Ellul.