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Managerial Risk-Taking Incentives and Merger Decisions

Journal of Financial and Quantitative Analysis 2018 53(2), 643-680
We provide evidence concerning the effect of managerial risk-taking incentives on merger and acquisition (M&A) decisions and outcomes for different types of mergers: vertical, horizontal, and diversifying. Using chief executive officer (CEO) relative inside leverage to proxy for the incentives of risk-averse managers, we find that CEOs with higher inside leverage are more likely to engage in vertical mergers, and those mergers generate lower announcement returns for shareholders. This effect of CEO relative inside leverage on returns for shareholders in vertical acquisitions is more pronounced when the acquirer has a higher degree of informational opacity, weak governance, and excess cash.

Does Information Asymmetry Affect Corporate Tax Aggressiveness?

Journal of Financial and Quantitative Analysis 2017 52(5), 2053-2081 open access
We investigate the effect of information asymmetry on corporate tax avoidance. Using a difference-in-differences matching estimator to assess the effects of changes in analyst coverage caused by broker closures and mergers, we find that firms avoid tax more aggressively after a reduction in analyst coverage. We further find that this effect is mainly driven by firms with higher existing tax-planning capacity (e.g., tax-haven presence), smaller initial analyst coverage, and a smaller number of peer firms. Moreover, the effect is more pronounced in industries where reputation matters more and in firms subject to less monitoring from tax authorities.

Friend or Foe? The Role of State and Mutual Fund Ownership in the Split Share Structure Reform in China

Journal of Financial and Quantitative Analysis 2010 45(3), 685-706 open access
The recent split share structure reform in China involves the nontradable shareholders proposing a compensation package to the tradable shareholders in exchange for the listing rights of their shares. We find that state ownership (the major owners of nontradable shares) has a positive effect on the final compensation ratio. In contrast, mutual fund ownership (the major institutional owner of tradable shares) has a negative effect on the compensation ratio and especially in state-owned firms. The evidence is consistent with our predictions that state shareholders have incentives to complete the reform quickly and exert political pressure on mutual funds to accept the terms without a fight.

How Do Board Reforms Affect Debt Financing Costs Around the World?

Journal of Financial and Quantitative Analysis 2023 58(1), 217-249 open access
In this study, we examine the effect of worldwide board reforms on the cost of debt financing. We document an increase of loan spread after a country initiates the reform. The increase is larger among firms that are more exposed to shareholder–debtholder conflicts. The results suggest that board reforms empower shareholders at the cost of debtholders. However, we also find that, while the reform component related to board independence leads to the increase in the cost of debt, the component related to audit committee independence helps decrease the cost.

Option Pricing in a Multi-Asset, Complete Market Economy

Journal of Financial and Quantitative Analysis 2002 37(4), 649
This paper extends the seminal Cox-Ross-Rubinstein ((1979), CRR hereafter) binomial model to multiple assets. It differs from previous models in that it is derived under the complete market environment specified by Duffie and Huang (1985) and He (1990). The complete market assumption requires the number of states to grow linearly with the number of assets. However, the number of correlations grows at a faster rate, causing the CRR model to be indirectly extendable. We solve such a problem by recognizing that the fast growing correlation number is matched by the number of the angles of the edges of a hypercube spanned by the risky assets. As a result, we derive a solution that allows the number of equations to equal the number of risky assets and the riskless bond. The resulting tree structure hence provides the same intuition of pricing and hedging contingent claims as that provided by the CRR model. Finally, the proposed model is not only as easy to implement as the one-dimensional CRR model but also it is more memory efficient than the existing multi-factor lattice models.

Managerial Entrenchment and Information Production

Journal of Financial and Quantitative Analysis 2020 55(8), 2500-2529
In this article, we evaluate the effect of managerial entrenchment on corporate information production using the voting outcomes of shareholder-initiated proposals intended to mitigate managerial entrenchment. We focus on the proposals that are passed or rejected by a small margin of votes, which generate plausibly exogenous variations in managerial entrenchment. We find that a reduction in managerial entrenchment enhances corporate information production. The effects are stronger for firms with greater information asymmetries and severer agency frictions. Overall, the evidence is consistent with the view that reducing managerial entrenchment enhances corporate disclosure by aligning the incentives of managers and shareholders.

Competition and Bank Liquidity Creation

Journal of Financial and Quantitative Analysis 2019 54(2), 513-538 open access
We use a new identification strategy to assess whether an intensification of competition among banks increases or decreases the provision of a key banking service: liquidity creation. Although theory offers conflicting predictions about the impact of competition on liquidity creation, we find that regulatory-induced competition reduces liquidity creation. Consistent with a subset of models emphasizing that banks pushed toward insolvency reduce risk-taking activities, we discover that regulatory-induced competition reduces liquidity creation more among banks with less risk-absorbing capacity (e.g., less profitable banks).

Corporate Resilience to Banking Crises: The Roles of Trust and Trade Credit

Journal of Financial and Quantitative Analysis 2018 53(4), 1441-1477 open access
Are firms more resilient to systemic banking crises in economies with higher levels of social trust? Using firm-level data in 34 countries from 1990 through 2011, we find that liquidity-dependent firms in high-trust countries obtain more trade credit and suffer smaller drops in profits and employment during banking crises than similar firms in low-trust economies. The results are consistent with the view that when banking crises block the normal bank-lending channel, greater social trust facilitates access to informal finance, cushioning the effects of these crises on corporate profits and employment.

Alliances and Return Predictability

Journal of Financial and Quantitative Analysis 2016 51(5), 1689-1717
Building on the growing literature on interfirm links and limited attention, we find evidence of return predictability across alliance partners. A long–short portfolio sorted on lagged returns of strategic alliance partners provides a return of 89 basis points per month that is robust to a number of specifications. Investor inattention and limits to arbitrage may be the source of the underreaction of a firm’s returns to that of its partners.

Stress Testing Banks’ Digital Capabilities: Evidence from the COVID-19 Pandemic

Journal of Financial and Quantitative Analysis 2024 59(6), 2618-2646 open access
Banks’ information technology (IT) capabilities affect their ability to serve customers during the COVID-19 pandemic, which generates an unexpected and unprecedented shock that shifts banking services from in-person to digital. Amid mobility restrictions, banks with better IT experience larger reductions in physical branch visits and larger increases in website traffic, implying a larger shift to digital banking. Stronger IT banks are able to originate more Paycheck Protection Program loans to small business borrowers, especially in areas with more severe COVID-19 outbreaks, higher internet use, and higher bank competition. Those banks also attract more deposit flows and receive better mobile customer reviews during the pandemic.