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11 results

Digitalization and the performance of non-technological firms: Evidence from the COVID-19 and natural disaster shocks

Journal of Corporate Finance 2024 89, 102670 open access
Over the last decades, firms have been incorporating digital technologies into their operations, a process known as digitalization. Nevertheless, understanding the link between digitalization and firm performance remains challenging. We propose a new firm-level measure of digital intensity based on textual analysis of business descriptions and quarterly earnings calls. To overcome endogeneity, we use two quasi-natural experiments: the COVID-19 pandemic and shocks involving suppliers affected by U.S. natural disasters. Non-technological firms with higher pre-shock digital intensity experience higher abnormal returns, higher profitability, and higher revenue growth during the shocks. The supply chain is one of the areas through which digitalization contributes to significantly mitigate the effects of these shocks, thereby enhancing firm resilience.

Debt maturity structure and the quality of risk disclosures

Journal of Corporate Finance 2023 83, 102503
This paper investigates whether a firm's debt maturity structure affects the quality of its risk disclosures. Using a sample of U.S. public firms from 2005 to 2017, we provide robust evidence that a firm's exposure to refinancing risk, measured as the proportion of long-term debt that matures within one year, is positively correlated with the readability and specificity of risk disclosures. This relationship is stronger for firms that have greater concerns over refinancing risk and for firms operating in environments with lower proprietary disclosure costs. In addition, we show that high-quality risk disclosures can help firms mitigate refinancing risk by reducing the cost of future debt financing. Our study extends the current literature on risk disclosures and enhances the understanding of how refinancing risk shapes corporate disclosures.

Horizontal directors and investment efficiency

Journal of Corporate Finance 2026 101, 103057 open access
Horizontal directors, board members who also hold board seats in same-industry peers, are common in U.S. corporations. We posit that horizontal directorships can enhance the efficiency of corporate investment decisions. Horizontal directors enjoy access to current information flows, which help boards fulfill their roles of advising and monitoring – a form of learning from peers. We find that horizontal directorships are negatively related to investment inefficiency, and with over-investment in particular. Exogenous shocks to board composition provide a causal interpretation to our findings. Our paper contributes to a nuanced view of horizontal directors by highlighting their contribution to mitigate excessive investment.

Board characteristics and Chinese bank performance

Journal of Banking & Finance 2013 37(8), 2953-2968
Using a sample of 50 largest Chinese banks during the period of 2003–2010, we explore a comprehensive set of board characteristics (size, composition and functioning of the board) and analyze their impacts on bank performance and bank asset quality in China. We find that the number of board meetings and the proportion of independent directors have significantly positive impacts on both bank performance and asset quality while board size has a significantly negative impact on bank performance. We find new evidence that the degree of bank boards’ political connection is negatively correlated with bank performance and asset quality. The findings suggest that the board of directors plays a significant role in bank governance in China.

Prosocial CEOs and the cost of debt: Evidence from syndicated loan contracts

Journal of Corporate Finance 2023 78, 102316
This paper investigates whether banks value the presence of prosocial CEOs when designing loan contracts. Using personal charitable donation behavior to identify prosocial CEOs, we find robust evidence that the presence of prosocial CEOs is negatively related to firms' cost of debt. We address endogeneity concerns by employing a difference-in-differences setting that exploits exogenous CEO turnover events. Moreover, we show that the presence of prosocial CEOs mitigates the conflicts of interest between shareholders and creditors, thereby reduces the agency cost of debt. In addition, we find that the effect of prosocial CEOs also extends to non-price loan contract terms. Finally, we show that the presence of prosocial CEOs has positive implications for firm value and is associated with lower default risk.

Simultaneous debt–equity holdings and corporate tax avoidance

Journal of Corporate Finance 2022 72, 102154
Dual holders, financial institutions that simultaneously hold the debt and equity claims of the same firms, increase corporate tax avoidance. The positive effect is more pronounced in firms with greater ex-ante risk-taking managerial incentives and higher short-term investor ownership. We also find that tax avoidance is associated with a lower cost of debt in the presence of dual holders. We suggest that after-tax awards are a mechanism through which dual holders influence corporate tax strategies. The evidence demonstrates that dual holding increases tax avoidance through mitigating shareholder–creditor conflicts. Our results are robust to endogeneity concerns and alternative tax avoidance measures.

Foreign Lenders’ adoption of performance pricing provisions in syndicated loans

Journal of Banking & Finance 2020 118, 105869
We examine foreign lenders’ use of performance pricing provisions (PPPs) in syndicated loan contracts. First, we find that foreign lenders, as a result of both higher information asymmetry and greater renegotiation costs than their domestic counterparts, adopt PPPs instead of tight covenants in their contracts. Second, foreign lenders have a greater preference for PPPs based on credit ratings as opposed to those based on accounting ratios than their domestic counterparts. This is consistent with informationally disadvantaged foreign lenders valuing rating-based PPPs’ signaling role, with the role of accounting-based PPPs addressing the hold-up problem being less relevant to them. In addition, the above effects mainly exist when foreign lenders serve as participants rather than lead arrangers in the syndicate. Overall, our findings establish the important role played by rating-based PPPs in addressing foreign participant lenders’ information asymmetry and thereby promoting cross-border lending.

Downside risk similarity and M&As

Contemporary Accounting Research 2026 43(1), 7-38 open access
Downside risks are ubiquitous and can profoundly impact firm operations and valuation. Failure to adequately assess and manage target firms' downside risks hinders acquirers' ability to integrate and manage these businesses. This article introduces a novel measure of firms' downside risk similarity (DRS) based on risk factor descriptions and examines its implications for mergers and acquisitions (M&A) outcomes. We first validate that the measure is distinct from existing similarity measures and that it captures similarity in firms' potential significant downside. Using the new measure, we find that the market reacts more positively to deals in which acquirers and targets share more downside risks. Additional analyses show that this beneficial effect of DRS is driven primarily by risks that are idiosyncratic or firm‐specific, consistent with these risks requiring acquirers' relevant expertise to manage. Last, we document that in deals with more similar downside risks, the acquirers experience fewer risk profile changes and are less likely to suffer from adverse outcomes, such as deal‐specific goodwill impairment, divestitures, and significant profitability declines. Overall, we conclude that DRS plays a significant role in the M&A process.

Government subsidies and income smoothing

Contemporary Accounting Research 2024 41(3), 1477-1512 open access
This study examines the relationship between government subsidies and income smoothing using a sample of US‐listed firms. We find that subsidized firms smooth their earnings more aggressively than their unsubsidized peers. This finding is consistent with the reasoning that subsidized firms bear higher political costs and have more incentives to smooth earnings to avoid public attention. In addition, smoothing by subsidized firms is more pronounced when the subsidies are granted through non‐tax‐related channels than through tax‐based channels, and the positive association between government subsidies and income smoothing is stronger for firms under higher public scrutiny and with less transparent information environments. Further analysis shows that smoothing by subsidized firms serves mainly to obfuscate earnings and that subsidized firms that smooth earnings tend to continue receiving subsidies in the future. Overall, our results help explain the role of government subsidies in shaping firms' accounting and disclosure choices.

Covenants in convertible bonds: Boon or boilerplate?

Journal of Corporate Finance 2023 80, 102392 open access
This paper examines the role of restrictive covenants in convertible bonds. After controlling for standard covenant intensity determinants, an average convertible bond offering has 3.21 fewer covenants than an average straight bond offering. While covenants negatively affect straight bond yields, there is no negative association between covenants and convertible bond yields. Moreover, contrary to straight bond covenants, convertible bond covenants are set largely independently of issuer characteristics. Overall, our findings suggest that the conversion option and certain covenants are substitutes for addressing debt-related financing costs. The few covenants included in convertibles represent irrelevant boilerplate clauses.