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Are Debt and Leases Substitutes?

Journal of Financial and Quantitative Analysis 1992 27(4), 497
Lease valuation models often begin with the assumption that leases and debt are substitutes. This paper demonstrates that, because leasing is a mechanism for selling excess tax deductions, it can motivate the lessee firm to increase the proportion of debt in its capital structure relative to an otherwise identical firm that does not use leasing. Thus, debt and leases can be complements. We also show that a competitive lessor will use diversification to reduce risk and increase the probability that tax deductions are fully utilized so that it can lower lease payments.

Industry conditions, growth opportunities and market reactions to convertible debt financing decisions

Journal of Banking & Finance 2003 27(1), 153-181
Firms that issue convertible debt have high debt- and equity-related costs of external finance. Existing theories of convertible debt finance differ primarily in their identification of the specific causes of the debt- and equity-related costs of external finance. To assess the theoretical issuance motives separately, we propose a simple framework that characterizes how issuers should design convertible debt to efficiently mitigate specific debt- and equity-related costs of external finance. We provide evidence from 588 security offer announcements that supports the hypotheses that: (1) convertible debt can be designed to mitigate different combinations of debt- and equity-related costs of external finance and (2) share price reactions depend on the security design decisions. The results also illustrate that the relations between firm value, financial leverage, investment opportunities, and the rate of future growth are more complex among convertible debt issuers than situations where firms issue standard financial securities.

Convertibles and Hedge Funds as Distributors of Equity Exposure

Review of Financial Studies 2012 25(10), 3077-3112
[By buying convertibles and shorting the underlying stock, hedge funds distribute equity exposure to well-diversified shareholders. We find that firms with characteristics that make seasoned equity offerings expensive are more likely to issue convertibles to hedge funds. We conclude that hedge funds provide opportunities for firms to issue convertible securities at a lower cost than seasoned equity by serving as relatively low-cost distributors of equity exposure. A higher fraction of a convertible is privately placed with hedge funds when institutional ownership, stock liquidity, issue size, concurrent stock repurchases, and limitations on callability suggest that shorting costs will be lower.]

Convertible Debt Arbitrage Crashes Revisited

Journal of Financial and Quantitative Analysis 2024 59(4), 1926-1962 open access
Abstract This article examines the severity of the 2008 arbitrage crash in the convertible bond market by estimating how expensive it would have been to liquidate portfolio securities immediately. We consider whether funds actually demanded immediate liquidity or were able to delay trades. Our results indicate that the cost of immediacy was high, but that convertible bond sellers could largely avoid selling at fire sale prices. These results can be explained by dealers recognizing when trades are liquidity-motivated rather than information-based and by a shift to riskless principal trading, allowing dealers to avoid taking bonds into inventory.

Investor distraction and multi-dimensional financial narrative

Review of Accounting Studies 2026 31(1), 334-373 open access
Abstract This paper investigates how institutional investor distraction affects the assimilation of narrative content in the MD&A section of the 10-K filing. We introduce the Aggregate Attribute Index (AAI) and an alternative formulation (AltAAI), which capture linguistic features beyond tone to provide a broader measure of corporate narrative richness. Using machine learning and natural language processing, we analyze U.S. firms that follow a staggered reporting strategy, releasing quantitative results before full narrative disclosures. This design isolates the incremental effects of complex language when other portfolio events distract investors. We find that narrative complexity does not trigger short-term return responses but significantly affects stock prices over longer horizons. Complexity moderates how and when attention-constrained investors adjust prices. These effects are not captured by dictionary-based tone or readability metrics, underscoring the distinct role of multi-dimensional attributes in shaping delayed market reactions and price discovery.

What we do and do not know about convertible bond financing

Journal of Corporate Finance 2014 24, 3-20
We review the literature on the issuance motives, shareholder wealth effects, and design of convertible bonds. Empirical studies on convertible debt issuance mainly focus on testing the predictions of four traditional theoretical models based on convertibles' potential to mitigate agency or adverse selection costs, and obtain mixed evidence. Recent studies on shareholder wealth effects of convertible bond issues highlight the need to control for arbitrage-related short selling and post-issuance risk changes. Studies on the determinants of convertible bond design uncover earnings management, as well as catering incentives to convertible arbitrage funds, as important determinants of innovations in convertible bond characteristics. Overall, our review indicates that recent empirical research on convertible debt provides valuable insights into issue motives and determinants of financial innovations, but also considers the broader question of how investor demand characteristics impact corporate finance decisions. We conclude with an overview of potential research questions to be addressed by future research on hybrid securities.

Can the changes in fundamentals explain the attenuation of anomalies?

Journal of Financial Economics 2023 149(2), 142-160 open access
The existing literature attributes the recent decay of stock market anomalies to increased arbitrage activities (e.g., Chordia, Subrahmanyam, and Tong, 2014; McLean and Pontiff, 2016; Green, Hand, and Zhang, 2017). In this paper, we present evidence that the apparent demise of several prominent classes of stock market anomalies is better explained by changes in underlying fundamentals. The attenuation of anomalies in the Momentum, Investment, and Profitability categories are accompanied by a reduced difference in fundamental performance between the long- and short-leg portfolios, as measured by the fundamental return from a two-capital investment CAPM. After accounting for the change in fundamental return, the attenuation of Investment and Profitability anomalies decreases to statistically insignificant levels. These results are consistent with the q-theory of investment, which attributes the attenuation of stock returns and fundamental returns of anomalies to the time variation in discount rates implied by fundamentals. We also show that neither academic publication nor proxies for increased arbitrage activities can explain the attenuation of these anomalies.

Convertibles and Hedge Funds as Distributors of Equity Exposure

Review of Financial Studies 2012 25(10), 3077-3112
By buying convertibles and shorting the underlying stock, hedge funds distribute equity exposure to well-diversified shareholders. We find that firms with characteristics that make seasoned equity offerings expensive are more likely to issue convertibles to hedge funds. We conclude that hedge funds provide opportunities for firms to issue convertible securities at a lower cost than seasoned equity by serving as relatively low-cost distributors of equity exposure. A higher fraction of a convertible is privately placed with hedge funds when institutional ownership, stock liquidity, issue size, concurrent stock repurchases, and limitations on callability suggest that shorting costs will be lower.